WO2023279756A1 - Distance measurement system, and method, apparatus and device for determining relative precision thereof - Google Patents

Distance measurement system, and method, apparatus and device for determining relative precision thereof Download PDF

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Publication number
WO2023279756A1
WO2023279756A1 PCT/CN2022/080529 CN2022080529W WO2023279756A1 WO 2023279756 A1 WO2023279756 A1 WO 2023279756A1 CN 2022080529 W CN2022080529 W CN 2022080529W WO 2023279756 A1 WO2023279756 A1 WO 2023279756A1
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Prior art keywords
photons
relative accuracy
signal
distance measurement
historical
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PCT/CN2022/080529
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French (fr)
Chinese (zh)
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马宣
王兆民
武万多
何燃
黄源浩
肖振中
李威
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奥比中光科技集团股份有限公司
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Publication of WO2023279756A1 publication Critical patent/WO2023279756A1/en

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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/02Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S13/00
    • G01S7/04Display arrangements
    • G01S7/06Cathode-ray tube displays or other two dimensional or three-dimensional displays
    • G01S7/10Providing two-dimensional and co-ordinated display of distance and direction
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/48Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S17/00
    • G01S7/497Means for monitoring or calibrating

Definitions

  • the invention relates to the field of optical technology, in particular to a distance measurement system and a method, device and equipment for determining its relative accuracy.
  • Relative accuracy is an important index when the distance measurement system performs distance measurement.
  • the relative accuracy can feedback the size of the noise of the 3D surface measurement of the measured object.
  • the relative accuracy is relatively high, the restored 3D point cloud of the surface of the measured object is relatively smooth and the noise is small.
  • the relative accuracy is low, that is, the 3D points on the surface of the measured object fluctuate greatly, they should be considered as invalid points and need to be excluded.
  • embodiments of the present invention provide a distance measurement system and a method, device, and equipment for determining its relative accuracy.
  • Embodiment 1 technical scheme of the present invention is:
  • a distance measurement system comprising: a transmitter, a collector, and a processing circuit
  • the transmitter configured to emit a signal beam
  • the collector includes a pixel unit and a readout circuit, the pixel unit includes a plurality of pixels, and the pixels are used to respond to a single photon in the reflected light beam and output a photon signal; the readout circuit is used for receiving the photon signal for processing and outputting a histogram;
  • the processing circuit is connected with the emitter and the collector, and is used to receive the histogram to obtain the number of environmental photons and the number of signal photons, and to obtain the number of photons of the environment and the number of signal photons according to the number of photons of the environment, the number of signal photons and the preset relative
  • the accuracy calculation rule calculates the relative accuracy; wherein, the number of signal photons is the photons in the signal beam emitted by the emitter collected by the collector;
  • the preset relative accuracy calculation rule is obtained according to the following steps:
  • a fitting function is constructed according to the historical environment photon number, the historical signal photon number and the ranging relative accuracy to obtain a preset relative accuracy calculation rule.
  • the processing circuit is also used to calculate the distance value of the object to be measured, and judge whether the relative accuracy of the distance value exceeds a preset relative accuracy threshold, and if it exceeds the preset relative accuracy threshold, mask the distance value.
  • the preset relative accuracy calculation rule is a function model
  • the function model is:
  • C s is the number of signal photons
  • C n is the number of environmental photons
  • a, b, c, d are all parameters
  • R is the relative accuracy.
  • a method for determining the relative accuracy of a distance measurement system comprising:
  • the number of signal photons is an electrical signal that the collector collects the light signal reflected by the object to be measured and outputs;
  • the preset relative accuracy calculation rule is obtained according to the following steps:
  • a fitting function is constructed according to the historical environment photon number, the historical signal photon number and the ranging relative accuracy to obtain a preset relative accuracy calculation rule.
  • the preset relative accuracy calculation rule is a function model
  • the function model is:
  • C s is the number of signal photons
  • C n is the number of environmental photons
  • a, b, c, d are all parameters
  • R is the relative accuracy.
  • the relative accuracy of the distance measurement system is calculated from the resolution.
  • said obtaining the relative distance measurement accuracy corresponding to the number of historical environmental photons and the number of historical signal photons includes:
  • a device for determining the relative accuracy of a distance measurement system comprising:
  • the first acquisition unit is used to acquire the number of environmental photons and the number of signal photons; wherein, the number of signal photons is an electrical signal that the collector collects the light signal reflected by the object to be measured and outputs;
  • a first processing unit configured to calculate relative accuracy according to the number of ambient photons, the number of signal photons, and a preset relative accuracy calculation rule
  • the preset relative accuracy calculation rule is obtained according to the following steps:
  • a fitting function is constructed according to the historical environment photon number, the historical signal photon number and the ranging relative accuracy to obtain a preset relative accuracy calculation rule.
  • the first processing unit is also used for:
  • the relative accuracy of the distance measurement system is calculated from the resolution.
  • a device for determining the relative accuracy of a distance measurement system comprising a memory, a processor, and a computer program stored in the memory and operable on the processor, the aforementioned embodiments are realized when the processor executes the computer program The method for determining the relative accuracy of the distance measuring system described in the technical solution.
  • the present invention extracts the number of signal photons and the number of environmental photons in a single frame image in real time, calculates the relative accuracy with a single frame in real time, and can perform the performance judgment and elimination of the distance measurement result of the DTOF distance measurement system in real time, Only 3D points with less noise are retained in the output depth data, thereby improving the overall 3D point cloud effect.
  • Fig. 1 is a schematic diagram of a distance measuring system shown in an exemplary embodiment of the present invention
  • Fig. 2 is a schematic flowchart of a method for determining the relative accuracy of a distance measurement system shown in an exemplary embodiment of the present invention
  • Fig. 3 is a schematic flowchart of steps S103-S104 in the method for determining the relative accuracy of the distance measurement system shown in an exemplary embodiment of the present invention
  • Fig. 4 is a schematic structural diagram of a device for determining the relative accuracy of a distance measurement system shown in an exemplary embodiment of the present invention
  • Fig. 5 is a schematic diagram of a device for determining the relative accuracy of a distance measurement system provided by an exemplary embodiment of the present invention.
  • FIG. 1 is a schematic diagram showing a distance measurement system according to an exemplary embodiment of the present invention.
  • the distance measurement system includes: a transmitter, a collector, and a processing circuit;
  • a transmitter 11 configured to emit a signal beam
  • the collector 12 includes a pixel unit and a readout circuit, the pixel unit includes a plurality of pixels, and the pixels are used to respond to a single photon in the light beam reflected back by the measured object and output a photon signal; the readout The output circuit is used to receive the photon signal for processing and output a histogram;
  • the processing circuit 13 is connected with the emitter and the collector, and is used to obtain the number of ambient photons and the number of signal photons, and calculate the relative accuracy according to the number of ambient photons, the number of signal photons and the preset relative accuracy calculation rule ;
  • the number of signal photons is the electrical signal that the collector collects the light signal reflected by the object to be measured and outputs;
  • the preset relative accuracy calculation rule is obtained according to the following steps:
  • a fitting function is constructed according to the historical environment photon number, the historical signal photon number and the ranging relative accuracy to obtain a preset relative accuracy calculation rule.
  • the transmitter 11 is used to transmit the signal beam 30 to the object to be measured 20, and the reflected light signal 40 reflected by the object to be measured is received by the collector; wherein, the transmitter 11 and the collector 12 can be arranged on the substrate, specifically can be set on the same substrate or on different substrates.
  • the collector 12 includes a pixel unit 121, a filter unit 123 and a receiving optical element 122; wherein the receiving optical element 122 is used to image the speckle beam reflected by the object to be measured onto the pixel unit 121; the filter unit 123 is used to suppress different Background light noise in the rest of the light source wavelength; the pixel unit 121 can be a pixel composed of a charge coupled device (CCD), a complementary metal oxide semiconductor (CMOS), an avalanche diode (AD), a single photon avalanche diode (SPAD), etc.
  • Array the size of the array represents the resolution of the depth camera, such as 320x240, etc.
  • the pixel unit 121 is connected to a readout circuit composed of one or more of signal amplifiers, time-to-digital converters (TDC), digital-to-analog converters (ADC) and other devices (not shown in the figure). . These circuits can be integrated with the pixel unit 121 as part of the collector 12 or as a part of the processing circuit.
  • TDC time-to-digital converters
  • ADC digital-to-analog converters
  • the pixel unit 121 includes at least one pixel, which is a single photon detector, such as a SPAD, and each pixel responds to a single photon in the reflected light beam and outputs an indication of the received photon in each
  • the photon signal corresponding to the arrival time at the SPAD the readout circuit receives the photon signal and performs signal processing, and the number of collected photons is counted to form continuous time bins, and these time bins are connected together to form a statistical histogram, which is used to reproduce the reflection of the beam sequentially.
  • the processing circuit 13 receives the histogram and performs processing to calculate the time-of-flight of the signal beam from transmission to reception, for example, using peak matching and filter detection to identify the time-of-flight of the reflected beam from transmission to reception.
  • the processing circuit 13 includes a readout circuit (not shown in the figure) composed of one or more of a signal amplifier, a time-to-digital converter (TDC), a digital-to-analog converter (ADC) and other devices. These circuits can be integrated with the pixels, or can be part of the processing circuit 13 .
  • the processing circuit 13 may be an independent dedicated circuit, such as a dedicated SOC chip, FPGA chip, ASIC chip, etc. composed of a CPU, memory, bus, etc., or may include a general-purpose processing circuit.
  • the processing circuit is also used to calculate the distance value of the object to be measured, and determine whether the relative accuracy of the distance value exceeds a preset relative accuracy threshold, and if it exceeds the preset relative accuracy threshold, block The distance value.
  • Fig. 2 is a schematic flow chart of a method for determining the relative accuracy of the distance measurement system shown in an exemplary embodiment of the present invention, the method is executed by a device for determining the relative accuracy of the distance measurement system (hereinafter referred to as the device), including the following step:
  • S101 Obtain the number of ambient photons and the number of signal photons; wherein, the number of signal photons is the electrical signal that the collector collects the light signal reflected by the object under test and outputs it.
  • the distance measurement system is a DTOF distance measurement system.
  • the collector of the DTOF ranging system includes a pixel unit and a readout circuit.
  • the pixel unit includes a plurality of pixels; the pixel is a single photon detector, such as a SPAD, and each pixel responds to a single photon in the reflected beam and outputs a photon signal , the electric signal is a photon signal indicating the corresponding arrival time of the received photon at each SPAD, and the readout circuit includes a TDC circuit and a histogram circuit.
  • the TDC circuit is used to receive and calculate the time interval of the photon signal, and convert the time interval into a time code; the histogram circuit counts according to the time code output by the TDC circuit to draw a histogram. The number of ambient photons and the number of signal photons are calculated according to the histogram output by the histogram circuit.
  • n is an arbitrary integer.
  • the pulse area is intercepted from the histogram to calculate the number of signal photons.
  • the size of the time interval in the histogram is tens to tens of picoseconds, and the photon signal of a pulsed beam emitted by the transmitter is correspondingly distributed in multiple consecutive time intervals in the histogram, according to the pulse width of the pulsed beam
  • the size of the time interval in the histogram it can be determined that the photon signal of a pulse is in a plurality of consecutive time intervals in an interval corresponding to the distribution in the histogram, and the total number of photon counts in this area is calculated minus the number of photons in this interval.
  • the number of photons in the environment can be used to determine the number of photons in the signal.
  • the interval includes m time intervals, then the number of signal photons C nm is the total number of photon counts in this interval, is the mean value of ambient photon number.
  • the number of ambient photons is calculated according to the average value of the number of ambient photons, the number of ambient photons is the number of ambient photons collected synchronously when the collector collects the photons in the signal beam reflected by the measured object, that is, the corresponding distribution of a pulse in the histogram The number of ambient photons included in an interval, where is the number of ambient photons.
  • S102 Calculate relative accuracy according to the number of ambient photons, the number of signal photons, and a preset relative accuracy calculation rule.
  • the device calculates the relative accuracy according to the number of ambient photons, the number of signal photons and the preset relative accuracy calculation rules.
  • Pre-stored preset relative accuracy calculation rules in the device that is: the corresponding relationship between the number of ambient photons, the number of signal photons and the relative accuracy, calculated according to the corresponding relationship between the number of ambient photons, the number of signal photons and the relative accuracy relative accuracy.
  • the preset relative accuracy calculation rule is a function model, it can be a function model in various forms.
  • the preset relative accuracy calculation rule can be The following function model:
  • C s is the number of signal photons
  • C n is the number of environmental photons
  • a, b, c, d are all parameters
  • R is the relative accuracy.
  • the preset relative accuracy calculation rule can also be the following function model:
  • C s is the number of signal photons
  • C n is the number of environmental photons
  • a, b, c, d are all parameters
  • f is the focal length of the lens of the collector.
  • the resolution can also be calculated first, and the device calculates the resolution according to the number of ambient photons, the number of signal photons and the preset resolution calculation rules. Then calculate the relative accuracy of the distance measurement system according to the resolution. Specifically, the device can calculate the relative accuracy of the distance measurement system based on the resolution and the preset law of three standard deviations. According to the law of triple standard deviation, the relationship between resolution and relative accuracy is:
  • R is the relative accuracy
  • E Resolution is the resolution
  • a function model with preset relative precision calculation rules can be obtained by fitting or training the sampled data.
  • a fitting function can be constructed to fit a function model for relative accuracy calculation.
  • steps S103-S104 can also be included, as shown in Figure 3. Steps S103-S104 are specifically as follows:
  • S103 Acquiring the number of historical environmental photons, the number of historical signal photons, and the relative distance measurement accuracy corresponding to the number of historical environmental photons and the number of historical signal photons.
  • the device obtains the number of historical environmental photons and the number of historical signal photons, and obtains the resolution corresponding to the historical number of environmental photons and the number of historical signal photons.
  • the number of historical environmental photons, the number of historical signal photons, and the relative accuracy of ranging corresponding to the number of historical environmental photons and historical signal photons can be used as a set of calibration data, and the preset relative accuracy can be obtained by obtaining multiple sets of calibration data for fitting. Calculation Rules.
  • the historical ambient photon numbers and historical signal photon numbers here are just such defined names, which represent the multi-sampled ambient photon numbers and sampled signal photon numbers, rather than past and historical meanings.
  • simulation experiments can be used to obtain the number of historical environmental photons and historical signal photons, and the relative accuracy of distance measurement can be affected by changing the beam incident angle cos ⁇ , ambient light intensity I AL , reflectivity, distance L of the object to be measured, etc.
  • a set of calibration data is obtained by continuous measurement of each point multiple times.
  • the distance measurement relative accuracy is obtained by a pre-calibration method, and the device calculates the distance measurement relative accuracy by obtaining the target distance measurement value, the target actual distance value, and the target distance measurement average value.
  • L 1 1m
  • L 1 is the actual distance value of the target, measure n times continuously to obtain the target distance measurement value l 1 -ln, and obtain the environmental photon number C nn and the signal photon number C sn in each measurement process.
  • the process of obtaining the calculation relative accuracy after n measurements is as follows:
  • c is the speed of light, which is about 3 ⁇ 10 8 m/s
  • t i is the time of flight of light measured for the ith time.
  • di represents the distance value obtained from the i-th measurement, and the number of tests ranges from 1 to n, a total of n times. represents the average value of n measurements, It can be expressed as:
  • the relative accuracy of distance measurement is calculated after n times of sampling, and a set of calibration data can be obtained by calculating the average value of n times of historical environmental photon numbers and historical signal photon numbers.
  • parameters such as incident angle, ambient light intensity or reflectivity can be adjusted, and multiple sets of calibration data can be obtained by repeating the above sampling process. It is understandable that only one of the influencing parameters can be adjusted or multiple parameters can be adjusted at the same time.
  • the size of the parameters can be adjusted randomly by using the mode of generating random numbers, or the size of the parameters can be adjusted according to certain rules, such as from small to large or The adjustment mode from large to small, the specific adjustment method is not limited in this application.
  • S104 Construct a fitting function according to the historical environmental photon count, the historical signal photon count, and the ranging relative accuracy to obtain a preset relative accuracy calculation rule.
  • the device builds a fitting function based on the number of historical environmental photons, the number of historical signal photons, and the relative accuracy of distance measurement.
  • Commonly used fitting methods include the least squares curve fitting method, etc.
  • polyfit can also be used to fit polynomials to obtain a fitting After the function, you can get the preset relative accuracy calculation rules.
  • the present invention extracts the number of signal photons and the number of environmental photons in a single frame image in real time, calculates the relative accuracy with a single frame in real time, can perform the performance judgment and exclusion of the ranging result of the DTOF distance measuring system in real time, and realizes the accuracy of the output depth data. Only keep 3D points with less noise, thereby improving the overall 3D point cloud effect.
  • FIG. 4 is a schematic structural diagram of an apparatus for determining the relative accuracy of a distance measurement system according to an exemplary embodiment of the present invention.
  • the included units are used to execute the steps in the embodiments corresponding to FIG. 2 and FIG. 3 .
  • the determining device 4 of the relative accuracy of the distance measurement system comprises:
  • the first acquisition unit 410 is configured to acquire the number of ambient photons and the number of signal photons; wherein, the number of signal photons is an electrical signal that the collector collects and outputs an optical signal reflected by the object to be measured;
  • the first processing unit 420 is configured to calculate relative accuracy according to the number of ambient photons, the number of signal photons, and a preset relative accuracy calculation rule;
  • the preset relative accuracy calculation rule is obtained according to the following steps:
  • a fitting function is constructed according to the historical environment photon number, the historical signal photon number and the ranging relative accuracy to obtain a preset relative accuracy calculation rule.
  • the first processing unit 420 is also configured to:
  • the relative accuracy of the distance measurement system is calculated from the resolution.
  • the first processing unit 420 is specifically configured to:
  • the relative accuracy of the distance measuring system is calculated according to the stated resolution and the preset law of three standard deviations.
  • the device for determining the relative accuracy of the distance measurement system also includes:
  • the second acquisition unit is used to acquire the number of historical environmental photons, the number of historical signal photons, and the relative distance measurement accuracy corresponding to the number of historical environmental photons and the number of historical signal photons;
  • the second processing unit is configured to construct a fitting function according to the historical environmental photon number, the historical signal photon number and the relative distance measurement accuracy to obtain a preset relative accuracy calculation rule.
  • the device for determining the relative accuracy of the distance measurement system also includes:
  • the third obtaining unit is used to obtain the target distance measurement value, the target actual distance value and the target distance measurement average value;
  • the third acquiring unit is configured to calculate the relative distance measurement accuracy according to the target distance measurement value, the target actual distance value and the target distance measurement average value.
  • FIG. 5 is a schematic diagram of a device for determining the relative accuracy of a distance measurement system provided by an exemplary embodiment of the present invention.
  • the determining device 5 of the relative accuracy of the distance measurement system of this embodiment includes: a processor 50, a memory 51, and a computer program 52 stored in the memory 51 and operable on the processor 50,
  • An example is the procedure for determining the relative accuracy of distance measuring systems.
  • the processor 50 executes the computer program 52, it realizes the steps in the above embodiments of the method for determining the relative accuracy of each distance measurement system, such as steps S101 to S102 shown in FIG. 2 .
  • the processor 50 executes the computer program 52, it realizes the functions of the modules/units in the above-mentioned device embodiments, such as the functions of the units 410 to 420 shown in FIG. 4 .
  • the computer program 52 can be divided into one or more modules/units, and the one or more modules/units are stored in the memory 51 and executed by the processor 50 to complete this invention.
  • the one or more modules/units may be a series of computer program instruction segments capable of completing specific functions, and the instruction segments are used to describe the execution process of the computer program 52 in the device 5 for determining the relative accuracy of the distance measurement system .
  • the computer program 52 can be divided into a first acquisition module and a first processing module, and the functions of each module are as follows:
  • the first acquisition module is used to acquire the number of environmental photons and the number of signal photons; wherein, the number of signal photons is an electrical signal that the collector collects and outputs an optical signal reflected by the object to be measured;
  • the first processing module is configured to calculate relative accuracy according to the number of ambient photons, the number of signal photons and a preset relative accuracy calculation rule.
  • the device 5 for determining the relative accuracy of the distance measurement system may include, but not limited to, a processor 50 and a memory 51 .
  • a processor 50 and a memory 51 .
  • Fig. 5 is only an example of the determining device 5 for the relative accuracy of the distance measuring system, and does not constitute a limitation to the determining device 5 for the relative accuracy of the distance measuring system, and may include more or less than shown in the figure.
  • Components, or a combination of certain components, or different components, for example, the device for determining the relative accuracy of the distance measurement system 5 may also include input and output devices, network access devices, buses, and the like.
  • the so-called processor 50 can be a central processing unit (Central Processing Unit, CPU), and can also be other general-purpose processors, digital signal processors (Digital Signal Processor, DSP), application specific integrated circuits (Application Specific Integrated Circuit, ASIC), Off-the-shelf programmable gate array (Field-Programmable Gate Array, FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc.
  • a general-purpose processor may be a microprocessor, or the processor may be any conventional processor, or the like.
  • the memory 51 may be an internal storage unit of the device 5 for determining the relative accuracy of the distance measurement system, for example, a hard disk or a memory of the device 5 for determining the relative accuracy of the distance measurement system.
  • the memory 51 can also be an external storage device of the determining device 5 of the relative accuracy of the distance measuring system, such as a plug-in hard disk equipped on the determining device 5 of the relative accuracy of the distance measuring system, a smart memory card (Smart Media Card , SMC), Secure Digital (Secure Digital, SD) card, Flash Card (Flash Card), etc.
  • the memory 51 may also include both an internal storage unit of the device 5 for determining the relative accuracy of the distance measurement system and an external storage device.
  • the memory 51 is used to store the computer program and other programs and data required by the device for determining the relative accuracy of the distance measuring system.
  • the memory 51 can also be used to temporarily store data that has been output or will be output.
  • the disclosed apparatus/terminal equipment and method may be implemented in other ways.
  • the device/terminal device embodiments described above are only illustrative.
  • the division of the modules or units is only a logical function division.
  • the mutual coupling or direct coupling or communication connection shown or discussed may be through some interfaces, and the indirect coupling or communication connection of devices or units may be in electrical, mechanical or other forms.
  • the units described as separate components may or may not be physically separated, and the components shown as units may or may not be physical units, that is, they may be located in one place, or may be distributed to multiple network units. Part or all of the units can be selected according to actual needs to achieve the purpose of the solution of this embodiment.
  • each functional unit in each embodiment of the present invention may be integrated into one processing unit, each unit may exist separately physically, or two or more units may be integrated into one unit.
  • the above-mentioned integrated units can be implemented in the form of hardware or in the form of software functional units.
  • the integrated module/unit is realized in the form of a software function unit and sold or used as an independent product, it can be stored in a computer-readable storage medium.
  • the present invention realizes all or part of the processes in the methods of the above embodiments, and can also be completed by instructing related hardware through a computer program.
  • the computer program can be stored in a computer-readable storage medium, and the computer When the program is executed by the processor, the steps in the above-mentioned various method embodiments can be realized.
  • the computer program includes computer program code, and the computer program code may be in the form of source code, object code, executable file or some intermediate form.
  • the computer-readable medium may include: any entity or device capable of carrying the computer program code, a recording medium, a USB flash drive, a removable hard disk, a magnetic disk, an optical disk, a computer memory, and a read-only memory (ROM, Read-Only Memory) , Random Access Memory (RAM, Random Access Memory), electrical carrier signal, telecommunication signal and software distribution medium, etc.
  • ROM Read-Only Memory
  • RAM Random Access Memory
  • electrical carrier signal telecommunication signal and software distribution medium, etc.

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Abstract

A distance measurement system, and a method, apparatus (4) and device (5) for determining the relative precision thereof. The method comprises: acquiring the number of ambient photons and the number of signal photons, wherein the number of signal photons is the number of photons of electrical signals output after a collector (12) collects optical signals reflected by an object to be measured (20) (S101); calculating relative precision according to the number of ambient photons, the number of signal photons, and a preset relative precision calculation rule (S102), wherein the preset relative precision calculation rule is obtained according to the following steps: acquiring the number of historical ambient photons, the number of historical signal photons, and acquiring relative precision of distance measurement corresponding to the number of historical ambient photons and the number of historical signal photons (S103); and constructing a fitting function according to the number of historical ambient photons, the number of historical signal photons, and the relative precision of distance measurement to obtain a preset relative precision calculation rule (S104). According to the method, the number of signal photons and the number of ambient photons are extracted in real time in a single image frame, and the relative precision is calculated in real time for a single frame, so that the performance determination and exclusion of the distance measurement result of the distance measurement system can be performed in real time, and only 3D points having less noise are retained in output depth data, thereby improving the overall 3D point cloud effect.

Description

一种距离测量系统及其相对精度的确定方法、装置、设备A distance measurement system and its relative accuracy determination method, device and equipment
本申请要求于2021年7月7日提交中国专利局,申请号为202110769043.6,发明名称为“一种距离测量系统及其相对精度的确定方法、装置、设备”的中国专利申请的优先权,其全部内容通过引用结合在本申请中。This application claims the priority of the Chinese patent application submitted to the China Patent Office on July 7, 2021 with the application number 202110769043.6 and the title of the invention is "a distance measurement system and its relative accuracy determination method, device, and equipment". The entire contents are incorporated by reference in this application.
技术领域technical field
本发明涉及光学技术领域,特别是涉及一种距离测量系统及其相对精度的确定方法、装置、设备。The invention relates to the field of optical technology, in particular to a distance measurement system and a method, device and equipment for determining its relative accuracy.
背景技术Background technique
距离测量系统在进行距离测量时,相对精度是一项重要的指标。相对精度可以反馈出被测物体3D表面测量的噪声的大小。当相对精度比较高时,被还原的被测物表面3D点云比较光滑,噪声小。而当相对精度较低时,即被测物表面的3D点波动非常大,应被认为是无效点,需要被排除。Relative accuracy is an important index when the distance measurement system performs distance measurement. The relative accuracy can feedback the size of the noise of the 3D surface measurement of the measured object. When the relative accuracy is relatively high, the restored 3D point cloud of the surface of the measured object is relatively smooth and the noise is small. When the relative accuracy is low, that is, the 3D points on the surface of the measured object fluctuate greatly, they should be considered as invalid points and need to be excluded.
现有技术中,在获取相对精度时,需要通过提前获取多帧的3D点云数据来计算,无法单帧实时获取相对精度,也就无法在单帧图像中判断某些点是否相对精度低、波动值较大,进而也就无法实时的排除相对精度低、波动值较大的点。In the existing technology, when obtaining relative accuracy, it is necessary to obtain multi-frame 3D point cloud data in advance for calculation, and it is impossible to obtain relative accuracy in real time in a single frame, and it is also impossible to judge whether certain points in a single frame image have low relative accuracy, The fluctuation value is large, and it is impossible to exclude the points with low relative accuracy and large fluctuation value in real time.
发明内容Contents of the invention
为克服现有技术中存在的问题,本发明实施例提供了一种距离测量系统及其相对精度的确定方法、装置、设备。In order to overcome the problems existing in the prior art, embodiments of the present invention provide a distance measurement system and a method, device, and equipment for determining its relative accuracy.
为达到上述目的,本发明实施例的技术方案是这样实现的:In order to achieve the above object, the technical solution of the embodiment of the present invention is achieved in this way:
本发明实施例一技术方案为:Embodiment 1 technical scheme of the present invention is:
一种距离测量系统,包括:发射器、采集器、以及处理电路;A distance measurement system, comprising: a transmitter, a collector, and a processing circuit;
所述发射器,经配置以发射信号光束;the transmitter configured to emit a signal beam;
所述采集器,包括像素单元以及读出电路,所述像素单元包括多个像素,所述像素用于对反射回的光束中的单个光子进行响应并输出光子信号;所述读出电路用于接收所述光子信号进行处理并输出直方图;The collector includes a pixel unit and a readout circuit, the pixel unit includes a plurality of pixels, and the pixels are used to respond to a single photon in the reflected light beam and output a photon signal; the readout circuit is used for receiving the photon signal for processing and outputting a histogram;
所述处理电路,与所述发射器以及所述采集器连接,用于接收所述直方图获取环境光子数和信号光子数,并根据所述环境光子数、所述信号光子数以及预设相对精度计算规则计算相对精度;其中,所述信号光子数为所述采集器采集的所述发射器发射信号光束中的光子;The processing circuit is connected with the emitter and the collector, and is used to receive the histogram to obtain the number of environmental photons and the number of signal photons, and to obtain the number of photons of the environment and the number of signal photons according to the number of photons of the environment, the number of signal photons and the preset relative The accuracy calculation rule calculates the relative accuracy; wherein, the number of signal photons is the photons in the signal beam emitted by the emitter collected by the collector;
其中,所述预设相对精度计算规则根据如下步骤获得:Wherein, the preset relative accuracy calculation rule is obtained according to the following steps:
获取历史环境光子数、历史信号光子数,并且获取历史环境光子数和历史信号光子数对应的测距相对精度;Obtain the number of historical environmental photons, the number of historical signal photons, and obtain the relative accuracy of ranging corresponding to the number of historical environmental photons and historical signal photons;
根据所述历史环境光子数、所述历史信号光子数和所述测距相对精度构建拟合函数,得到预设相对精度计算规则。A fitting function is constructed according to the historical environment photon number, the historical signal photon number and the ranging relative accuracy to obtain a preset relative accuracy calculation rule.
进一步地,所述处理电路还用于计算待测物体的距离值,并判断该距离值的相对精度是否超过预设的相对精度阈值,若超过预设的相对精度阈值,则屏蔽该距离值。Further, the processing circuit is also used to calculate the distance value of the object to be measured, and judge whether the relative accuracy of the distance value exceeds a preset relative accuracy threshold, and if it exceeds the preset relative accuracy threshold, mask the distance value.
进一步地,所述预设相对精度计算规则为函数模型,所述函数模型为:Further, the preset relative accuracy calculation rule is a function model, and the function model is:
Figure PCTCN2022080529-appb-000001
Figure PCTCN2022080529-appb-000001
其中,C s为信号光子数;C n为环境光子数;a,b,c,d均为参数;R为相对精度。 Among them, C s is the number of signal photons; C n is the number of environmental photons; a, b, c, d are all parameters; R is the relative accuracy.
本发明实施例另一技术方案为:Another technical solution of the embodiment of the present invention is:
一种距离测量系统相对精度的确定方法,包括:A method for determining the relative accuracy of a distance measurement system, comprising:
获取环境光子数和信号光子数;其中,所述信号光子数为采集器采集待测物体反射的光信号并输出的电信号;Obtaining the number of environmental photons and the number of signal photons; wherein, the number of signal photons is an electrical signal that the collector collects the light signal reflected by the object to be measured and outputs;
根据所述环境光子数、所述信号光子数以及预设相对精度计算规则计算相对精度;calculating relative accuracy according to the number of ambient photons, the number of signal photons, and a preset relative accuracy calculation rule;
其中,所述预设相对精度计算规则根据如下步骤获得:Wherein, the preset relative accuracy calculation rule is obtained according to the following steps:
获取历史环境光子数、历史信号光子数,并且获取历史环境光子数和历史信号光子数对应的测距相对精度;Obtain the number of historical environmental photons, the number of historical signal photons, and obtain the relative accuracy of ranging corresponding to the number of historical environmental photons and historical signal photons;
根据所述历史环境光子数、所述历史信号光子数和所述测距相对精度构建拟合函数,得到预设相对精度计算规则。A fitting function is constructed according to the historical environment photon number, the historical signal photon number and the ranging relative accuracy to obtain a preset relative accuracy calculation rule.
进一步地,所述预设相对精度计算规则为函数模型,所述函数模型为:Further, the preset relative accuracy calculation rule is a function model, and the function model is:
Figure PCTCN2022080529-appb-000002
Figure PCTCN2022080529-appb-000002
其中,C s为信号光子数;C n为环境光子数;a,b,c,d均为参数;R为相对精度。 Among them, C s is the number of signal photons; C n is the number of environmental photons; a, b, c, d are all parameters; R is the relative accuracy.
进一步地,还包括:Further, it also includes:
根据所述环境光子数、所述信号光子数以及预设分辨率计算规则计算分辨率;calculating the resolution according to the number of ambient photons, the number of signal photons and a preset resolution calculation rule;
根据所述分辨率计算距离测量系统的相对精度。The relative accuracy of the distance measurement system is calculated from the resolution.
进一步地,所述获取历史环境光子数和历史信号光子数对应的测距相对精度,包括:Further, said obtaining the relative distance measurement accuracy corresponding to the number of historical environmental photons and the number of historical signal photons includes:
获取目标距离测量值、目标实际距离值和目标距离测量平均值;Obtain target distance measurement value, target actual distance value and target distance measurement average value;
根据所述目标距离测量值、所述目标实际距离值和所述目标距离测量平均值,计算测距相对精度。Calculate the relative distance measurement accuracy according to the target distance measurement value, the target actual distance value and the target distance measurement average value.
本发明实施例另一技术方案为:Another technical solution of the embodiment of the present invention is:
一种距离测量系统相对精度的确定装置,包括:A device for determining the relative accuracy of a distance measurement system, comprising:
第一获取单元,用于获取环境光子数和信号光子数;其中,所述信号光子 数为采集器采集待测物体反射的光信号并输出的电信号;The first acquisition unit is used to acquire the number of environmental photons and the number of signal photons; wherein, the number of signal photons is an electrical signal that the collector collects the light signal reflected by the object to be measured and outputs;
第一处理单元,用于根据所述环境光子数、所述信号光子数以及预设相对精度计算规则计算相对精度;A first processing unit, configured to calculate relative accuracy according to the number of ambient photons, the number of signal photons, and a preset relative accuracy calculation rule;
其中,所述预设相对精度计算规则根据如下步骤获得:Wherein, the preset relative accuracy calculation rule is obtained according to the following steps:
获取历史环境光子数、历史信号光子数,并且获取历史环境光子数和历史信号光子数对应的测距相对精度;Obtain the number of historical environmental photons, the number of historical signal photons, and obtain the relative accuracy of ranging corresponding to the number of historical environmental photons and historical signal photons;
根据所述历史环境光子数、所述历史信号光子数和所述测距相对精度构建拟合函数,得到预设相对精度计算规则。A fitting function is constructed according to the historical environment photon number, the historical signal photon number and the ranging relative accuracy to obtain a preset relative accuracy calculation rule.
进一步地,所述第一处理单元,还用于:Further, the first processing unit is also used for:
根据所述环境光子数、所述信号光子数以及预设分辨率计算规则计算分辨率;calculating the resolution according to the number of ambient photons, the number of signal photons and a preset resolution calculation rule;
根据所述分辨率计算距离测量系统的相对精度。The relative accuracy of the distance measurement system is calculated from the resolution.
本发明实施例又一技术方案为:Another technical solution of the embodiment of the present invention is:
一种距离测量系统相对精度的确定设备,包括存储器、处理器以及存储在所述存储器中并可在所述处理器上运行的计算机程序,所述处理器执行所述计算机程序时实现前述实施例技术方案所述的距离测量系统相对精度的确定方法。A device for determining the relative accuracy of a distance measurement system, comprising a memory, a processor, and a computer program stored in the memory and operable on the processor, the aforementioned embodiments are realized when the processor executes the computer program The method for determining the relative accuracy of the distance measuring system described in the technical solution.
相对于现有技术,本发明通过在单帧图像中实时提取信号光子数和环境光子数,以实时单帧计算出相对精度,可实时对DTOF距离测量系统进行测距结果的性能判定与排除,实现输出的深度数据中只保留较小噪声的3D点,从而提高整体的3D点云效果。Compared with the prior art, the present invention extracts the number of signal photons and the number of environmental photons in a single frame image in real time, calculates the relative accuracy with a single frame in real time, and can perform the performance judgment and elimination of the distance measurement result of the DTOF distance measurement system in real time, Only 3D points with less noise are retained in the output depth data, thereby improving the overall 3D point cloud effect.
应当理解的是,以上的一般描述和后文的细节描述仅是示例性和解释性的,并不能限制本发明。It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the invention.
为了更好地理解和实施,下面结合附图详细说明本发明。For better understanding and implementation, the present invention will be described in detail below in conjunction with the accompanying drawings.
附图说明Description of drawings
图1为本发明一个示例性实施例示出的距离测量系统的示意图;Fig. 1 is a schematic diagram of a distance measuring system shown in an exemplary embodiment of the present invention;
图2为本发明一个示例性实施例示出的距离测量系统相对精度的确定方法的流程示意图;Fig. 2 is a schematic flowchart of a method for determining the relative accuracy of a distance measurement system shown in an exemplary embodiment of the present invention;
图3为本发明一个示例性实施例示出的距离测量系统相对精度的确定方法中步骤S103~S104的流程示意图;Fig. 3 is a schematic flowchart of steps S103-S104 in the method for determining the relative accuracy of the distance measurement system shown in an exemplary embodiment of the present invention;
图4为本发明一个示例性实施例示出的距离测量系统相对精度的确定装置的结构示意图;Fig. 4 is a schematic structural diagram of a device for determining the relative accuracy of a distance measurement system shown in an exemplary embodiment of the present invention;
图5是本发明一个示例性实施例提供的距离测量系统相对精度的确定设备的示意图。Fig. 5 is a schematic diagram of a device for determining the relative accuracy of a distance measurement system provided by an exemplary embodiment of the present invention.
具体实施方式detailed description
这里将详细地对示例性实施例进行说明,其示例表示在附图中。下面的描述涉及附图时,除非另有表示,不同附图中的相同数字表示相同或相似的要素。以下示例性实施例中所描述的实施方式并不代表与本发明相一致的所有实施方式。相反,它们仅是与如所附权利要求书中所详述的、本发明的一些方面相一致的装置和方法的例子。Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present invention. Rather, they are merely examples of apparatuses and methods consistent with aspects of the invention as recited in the appended claims.
在本发明使用的术语是仅仅出于描述特定实施例的目的,而非旨在限制本发明。在本发明和所附权利要求书中所使用的单数形式的“一种”、“所述”和“该”也旨在包括多数形式,除非上下文清楚地表示其他含义。还应当理解,本文中使用的术语“和/或”是指并包含一个或多个相关联的列出项目的任何或所有可能组合。The terminology used in the present invention is for the purpose of describing particular embodiments only and is not intended to limit the invention. As used herein and in the appended claims, the singular forms "a", "the", and "the" are intended to include the plural forms as well, unless the context clearly dictates otherwise. It should also be understood that the term "and/or" as used herein refers to and includes any and all possible combinations of one or more of the associated listed items.
请参阅图1,图1为本发明一个示例性实施例示出距离测量系统的示意图,距离测量系统包括:发射器、采集器、以及处理电路;Please refer to FIG. 1. FIG. 1 is a schematic diagram showing a distance measurement system according to an exemplary embodiment of the present invention. The distance measurement system includes: a transmitter, a collector, and a processing circuit;
发射器11,经配置以发射信号光束;a transmitter 11 configured to emit a signal beam;
采集器12,包括像素单元以及读出电路,所述像素单元包括多个像素,所述像素用于对所述被测物反射回的光束中的单个光子进行响应并输出光子信号;所述读出电路用于接收所述光子信号进行处理并输出直方图;The collector 12 includes a pixel unit and a readout circuit, the pixel unit includes a plurality of pixels, and the pixels are used to respond to a single photon in the light beam reflected back by the measured object and output a photon signal; the readout The output circuit is used to receive the photon signal for processing and output a histogram;
处理电路13,与所述发射器以及所述采集器连接,用于获取环境光子数和信号光子数,并根据所述环境光子数、所述信号光子数以及预设相对精度计算规则计算相对精度;其中,所述信号光子数为采集器采集待测物体反射的光信号并输出的电信号;The processing circuit 13 is connected with the emitter and the collector, and is used to obtain the number of ambient photons and the number of signal photons, and calculate the relative accuracy according to the number of ambient photons, the number of signal photons and the preset relative accuracy calculation rule ; Wherein, the number of signal photons is the electrical signal that the collector collects the light signal reflected by the object to be measured and outputs;
其中,所述预设相对精度计算规则根据如下步骤获得:Wherein, the preset relative accuracy calculation rule is obtained according to the following steps:
获取历史环境光子数、历史信号光子数,并且获取历史环境光子数和历史信号光子数对应的测距相对精度;Obtain the number of historical environmental photons, the number of historical signal photons, and obtain the relative accuracy of ranging corresponding to the number of historical environmental photons and historical signal photons;
根据所述历史环境光子数、所述历史信号光子数和所述测距相对精度构建拟合函数,得到预设相对精度计算规则。A fitting function is constructed according to the historical environment photon number, the historical signal photon number and the ranging relative accuracy to obtain a preset relative accuracy calculation rule.
具体的,发射器11用于向待测物体20发射信号光束30,经待测物体反射回的反射光信号40被采集器接收;其中,发射器11和采集器12可以设置在基板上,具体的,可以设置在同一个基板上,也可以设置在不同的基板上。Specifically, the transmitter 11 is used to transmit the signal beam 30 to the object to be measured 20, and the reflected light signal 40 reflected by the object to be measured is received by the collector; wherein, the transmitter 11 and the collector 12 can be arranged on the substrate, specifically can be set on the same substrate or on different substrates.
采集器12包括像素单元121、过滤单元123和接收光学元件122;其中,接收光学元件122用于将经待测物体反射回的斑点光束成像到像素单元121上;过滤单元123用于抑制不同于光源波长的其余波段的背景光噪声;所述像素单元121可以是电荷耦合元件(CCD)、互补金属氧化物半导体(CMOS)、雪崩二极管(AD)、单光子雪崩二极管(SPAD)等组成的像素阵列,阵列大小代表着深度相机的分辨率,比如320x240等。一般地,与像素单元121连接的还包括信号放大器、时数转换器(TDC)、数模转换器(ADC)等器件中的一种或多种组成 的读出电路(图中未示出)。这些电路即可以与像素单元121整合在一起,作为采集器12的一部分,也可以作为处理电路的一部分。The collector 12 includes a pixel unit 121, a filter unit 123 and a receiving optical element 122; wherein the receiving optical element 122 is used to image the speckle beam reflected by the object to be measured onto the pixel unit 121; the filter unit 123 is used to suppress different Background light noise in the rest of the light source wavelength; the pixel unit 121 can be a pixel composed of a charge coupled device (CCD), a complementary metal oxide semiconductor (CMOS), an avalanche diode (AD), a single photon avalanche diode (SPAD), etc. Array, the size of the array represents the resolution of the depth camera, such as 320x240, etc. Generally, the pixel unit 121 is connected to a readout circuit composed of one or more of signal amplifiers, time-to-digital converters (TDC), digital-to-analog converters (ADC) and other devices (not shown in the figure). . These circuits can be integrated with the pixel unit 121 as part of the collector 12 or as a part of the processing circuit.
在一个可选的实施例中,像素单元121包括至少一个像素,所述像素为单光子探测器,例如SPAD,每个像素对反射光束中的单个光子进行响应并输出指示所接收光子在每个SPAD处相应到达时间的光子信号,读出电路接收光子信号并进行信号处理,统计采集光子的数量形成连续的时间bin,这些时间bin连在一起形成统计直方图,以用于重现反射光束的时间序列。In an optional embodiment, the pixel unit 121 includes at least one pixel, which is a single photon detector, such as a SPAD, and each pixel responds to a single photon in the reflected light beam and outputs an indication of the received photon in each The photon signal corresponding to the arrival time at the SPAD, the readout circuit receives the photon signal and performs signal processing, and the number of collected photons is counted to form continuous time bins, and these time bins are connected together to form a statistical histogram, which is used to reproduce the reflection of the beam sequentially.
处理电路13接收直方图并进行处理计算出信号光束从发射到接收的飞行时间,比如利用峰值匹配和滤波检测识别出反射光束从发射到接收的飞行时间。在一些实施例中,处理电路13包括信号放大器、时数转换器(TDC)、数模转换器(ADC)等器件中的一种或多种组成的读出电路(图中未示出)。这些电路即可以与像素整合在一起,也可以作为处理电路13的一部分。The processing circuit 13 receives the histogram and performs processing to calculate the time-of-flight of the signal beam from transmission to reception, for example, using peak matching and filter detection to identify the time-of-flight of the reflected beam from transmission to reception. In some embodiments, the processing circuit 13 includes a readout circuit (not shown in the figure) composed of one or more of a signal amplifier, a time-to-digital converter (TDC), a digital-to-analog converter (ADC) and other devices. These circuits can be integrated with the pixels, or can be part of the processing circuit 13 .
处理电路13可以是独立的专用电路,比如包含CPU、存储器、总线等组成的专用SOC芯片、FPGA芯片、ASIC芯片等等,也可以包含通用处理电路。The processing circuit 13 may be an independent dedicated circuit, such as a dedicated SOC chip, FPGA chip, ASIC chip, etc. composed of a CPU, memory, bus, etc., or may include a general-purpose processing circuit.
在一个可选的实施例中,处理电路还用于计算待测物体的距离值,并判断该距离值的相对精度是否超过预设的相对精度阈值,若超过预设的相对精度阈值,则屏蔽该距离值。In an optional embodiment, the processing circuit is also used to calculate the distance value of the object to be measured, and determine whether the relative accuracy of the distance value exceeds a preset relative accuracy threshold, and if it exceeds the preset relative accuracy threshold, block The distance value.
后面将对距离测量系统相对精度的确定方法实施例进行详细描述,处理电路根据所述确定方法来计算距离测量系统的相对精度。An embodiment of the method for determining the relative accuracy of the distance measurement system will be described in detail later, and the processing circuit calculates the relative accuracy of the distance measurement system according to the determination method.
请参阅图2,图2为本发明一个示例性实施例示出的距离测量系统相对精度的确定方法的流程示意图,所述方法由距离测量系统相对精度的确定设备(以下简称设备)执行,包括如下步骤:Please refer to Fig. 2, Fig. 2 is a schematic flow chart of a method for determining the relative accuracy of the distance measurement system shown in an exemplary embodiment of the present invention, the method is executed by a device for determining the relative accuracy of the distance measurement system (hereinafter referred to as the device), including the following step:
S101:获取环境光子数和信号光子数;其中,所述信号光子数为采集器采 集被测目标物反射的光信号并输出的电信号。S101: Obtain the number of ambient photons and the number of signal photons; wherein, the number of signal photons is the electrical signal that the collector collects the light signal reflected by the object under test and outputs it.
需要说明的是,本实施例中,距离测量系统为DTOF测距系统。DTOF测距系统的采集器包括像素单元和读出电路,像素单元包括多个像素;所述像素为单光子探测器,例如SPAD,每个像素对反射光束中的单个光子进行响应并输出光子信号,所述电信号为指示所接收光子在每个SPAD处相应到达时间的光子信号,读出电路包括TDC电路和直方图电路。其中,TDC电路用于接收和计算光子信号的时间间隔,并将时间间隔转化为时间码;直方图电路根据TDC电路输出的时间码进行计数以绘制出直方图。根据直方图电路输出的直方图计算环境光子数和信号光子数。It should be noted that, in this embodiment, the distance measurement system is a DTOF distance measurement system. The collector of the DTOF ranging system includes a pixel unit and a readout circuit. The pixel unit includes a plurality of pixels; the pixel is a single photon detector, such as a SPAD, and each pixel responds to a single photon in the reflected beam and outputs a photon signal , the electric signal is a photon signal indicating the corresponding arrival time of the received photon at each SPAD, and the readout circuit includes a TDC circuit and a histogram circuit. Among them, the TDC circuit is used to receive and calculate the time interval of the photon signal, and convert the time interval into a time code; the histogram circuit counts according to the time code output by the TDC circuit to draw a histogram. The number of ambient photons and the number of signal photons are calculated according to the histogram output by the histogram circuit.
在测距过程中,当采集器被触发开始采集光子时,由于环境光信号影响,导致直方图中存在大量的环境光子,呈现均匀的分布特点分布在全部的时间bin内。因此,在计算信号光子数前,需要先确定直方图内环境光子数均值,即每个时间bin内的所采集的环境光子的数量。具体的,在直方图内选择远离脉冲位置的n个时间间隔,计算n个时间间隔内的光子计数值的平均值记为环境光子数均值,n为任意整数。During the ranging process, when the collector is triggered to collect photons, due to the influence of the ambient light signal, there are a large number of ambient photons in the histogram, showing a uniform distribution in all time bins. Therefore, before calculating the number of signal photons, it is necessary to first determine the mean value of the number of ambient photons in the histogram, that is, the number of collected ambient photons in each time bin. Specifically, select n time intervals away from the pulse position in the histogram, calculate the average value of the photon count value in the n time intervals and record it as the average value of the ambient photon number, and n is an arbitrary integer.
根据脉冲峰值位置以及脉冲宽度从直方图中截取脉冲区域计算信号光子数。一般地,直方图内时间间隔的大小为十几到几十皮秒,发射器发射一个脉冲光束的光子信号在直方图中对应分布在多个连续的时间间隔内,根据脉冲光束的脉宽大小以及直方图中时间间隔的大小,则可以确定一个脉冲的光子信号在直方图中对应分布的一个区间内的多个连续时间间隔内,计算该区域内的光子计数值总数减去该区间内的环境光子数即可确定信号光子数。例如该区间内包括m个时间间隔,则信号光子数
Figure PCTCN2022080529-appb-000003
C nm为该区间内的光子计数值总数,
Figure PCTCN2022080529-appb-000004
为环境光子数均值。
According to the pulse peak position and pulse width, the pulse area is intercepted from the histogram to calculate the number of signal photons. Generally, the size of the time interval in the histogram is tens to tens of picoseconds, and the photon signal of a pulsed beam emitted by the transmitter is correspondingly distributed in multiple consecutive time intervals in the histogram, according to the pulse width of the pulsed beam And the size of the time interval in the histogram, it can be determined that the photon signal of a pulse is in a plurality of consecutive time intervals in an interval corresponding to the distribution in the histogram, and the total number of photon counts in this area is calculated minus the number of photons in this interval. The number of photons in the environment can be used to determine the number of photons in the signal. For example, the interval includes m time intervals, then the number of signal photons
Figure PCTCN2022080529-appb-000003
C nm is the total number of photon counts in this interval,
Figure PCTCN2022080529-appb-000004
is the mean value of ambient photon number.
进一步的,根据环境光子数均值计算环境光子数,所述环境光子数为采集 器采集被测物反射的信号光束中光子时同步采集的环境光子的数量,即一个脉冲在直方图中对应分布的一个区间内所包括的环境光子数,其中的
Figure PCTCN2022080529-appb-000005
即为环境光子数。
Further, the number of ambient photons is calculated according to the average value of the number of ambient photons, the number of ambient photons is the number of ambient photons collected synchronously when the collector collects the photons in the signal beam reflected by the measured object, that is, the corresponding distribution of a pulse in the histogram The number of ambient photons included in an interval, where
Figure PCTCN2022080529-appb-000005
is the number of ambient photons.
在一些其他实施例中,也可以采用其他方法计算环境光子数和信号光子数,在本发明中不做具体限制。In some other embodiments, other methods may also be used to calculate the number of ambient photons and the number of signal photons, which are not specifically limited in the present invention.
S102:根据所述环境光子数、所述信号光子数以及预设相对精度计算规则计算相对精度。S102: Calculate relative accuracy according to the number of ambient photons, the number of signal photons, and a preset relative accuracy calculation rule.
设备根据环境光子数、信号光子数以及预设相对精度计算规则计算相对精度。设备中预先存储预设相对精度计算规则,即:环境光子数、信号光子数两者和相对精度之间的对应关系,根据环境光子数、信号光子数两者和相对精度之间的对应关系计算相对精度。The device calculates the relative accuracy according to the number of ambient photons, the number of signal photons and the preset relative accuracy calculation rules. Pre-stored preset relative accuracy calculation rules in the device, that is: the corresponding relationship between the number of ambient photons, the number of signal photons and the relative accuracy, calculated according to the corresponding relationship between the number of ambient photons, the number of signal photons and the relative accuracy relative accuracy.
其中,本实施例中对预设相对精度计算规则不做具体的限制,当预设相对精度计算规则为函数模型时,可以是多种形式的函数模型,例如,预设相对精度计算规则可以为如下函数模型:Wherein, in this embodiment, there is no specific limitation on the preset relative accuracy calculation rule. When the preset relative accuracy calculation rule is a function model, it can be a function model in various forms. For example, the preset relative accuracy calculation rule can be The following function model:
Figure PCTCN2022080529-appb-000006
Figure PCTCN2022080529-appb-000006
其中,C s为信号光子数;C n为环境光子数;a,b,c,d均为参数;R为相对精度。 Among them, C s is the number of signal photons; C n is the number of environmental photons; a, b, c, d are all parameters; R is the relative accuracy.
预设相对精度计算规则也可以为如下函数模型:The preset relative accuracy calculation rule can also be the following function model:
Figure PCTCN2022080529-appb-000007
Figure PCTCN2022080529-appb-000007
其中,C s为信号光子数;C n为环境光子数;a,b,c,d均为参数;f表示采集器的透镜焦距。 Among them, C s is the number of signal photons; C n is the number of environmental photons; a, b, c, d are all parameters; f is the focal length of the lens of the collector.
在一个可选的实施例中,还可以先计算出分辨率,设备根据环境光子数和 信号光子数以及预设分辨率计算规则计算分辨率。再根据分辨率计算距离测量系统的相对精度。具体来说,设备可以根据分辨率和预设三倍标准差定律计算距离测量系统的相对精度。根据三倍标准差定律,分辨率与相对精度得关系为:In an optional embodiment, the resolution can also be calculated first, and the device calculates the resolution according to the number of ambient photons, the number of signal photons and the preset resolution calculation rules. Then calculate the relative accuracy of the distance measurement system according to the resolution. Specifically, the device can calculate the relative accuracy of the distance measurement system based on the resolution and the preset law of three standard deviations. According to the law of triple standard deviation, the relationship between resolution and relative accuracy is:
R=1/3×E Resolution R=1/3×E Resolution
其中,R为相对精度,E Resolution为分辨率。 Among them, R is the relative accuracy, and E Resolution is the resolution.
其中,为了获得准确的相对精度的计算结果,可以通过对采样数据进行拟合或者训练,得到预设相对精度计算规则的函数模型。在进行计算前,可以构建拟合函数,拟合出相对精度计算的函数模型,在步骤S102之前,还可以包括步骤S103~S104,如图3所示,步骤S103~S104具体如下:Among them, in order to obtain accurate calculation results of relative precision, a function model with preset relative precision calculation rules can be obtained by fitting or training the sampled data. Before calculation, a fitting function can be constructed to fit a function model for relative accuracy calculation. Before step S102, steps S103-S104 can also be included, as shown in Figure 3. Steps S103-S104 are specifically as follows:
S103:获取历史环境光子数、历史信号光子数、以及历史环境光子数和历史信号光子数对应的测距相对精度。S103: Acquiring the number of historical environmental photons, the number of historical signal photons, and the relative distance measurement accuracy corresponding to the number of historical environmental photons and the number of historical signal photons.
设备获取历史环境光子数、历史信号光子数,并且获取历史环境光子数和历史信号光子数对应的分辨率。历史环境光子数、历史信号光子数、以及历史环境光子数和历史信号光子数两者对应的测距相对精度可以作为一组标定数据,通过获取多组标定数据进行拟合,得到预设相对精度计算规则。需要说明的是,此处的历史环境光子数、以及历史信号光子数仅是如此定义名称,表示多次采样的环境光子数和采样信号光子数,而非过去的、历史的意思。The device obtains the number of historical environmental photons and the number of historical signal photons, and obtains the resolution corresponding to the historical number of environmental photons and the number of historical signal photons. The number of historical environmental photons, the number of historical signal photons, and the relative accuracy of ranging corresponding to the number of historical environmental photons and historical signal photons can be used as a set of calibration data, and the preset relative accuracy can be obtained by obtaining multiple sets of calibration data for fitting. Calculation Rules. It should be noted that the historical ambient photon numbers and historical signal photon numbers here are just such defined names, which represent the multi-sampled ambient photon numbers and sampled signal photon numbers, rather than past and historical meanings.
具体来说,可以使用模拟实验的方法来获取历史环境光子数和历史信号光子数,可以通过改变光束入射角度cosθ、环境光照度I AL、反射率、待测物体距离L等影响距离测量相对精度的参数,对每个点连续测量多次获得一组标定数据。 Specifically, simulation experiments can be used to obtain the number of historical environmental photons and historical signal photons, and the relative accuracy of distance measurement can be affected by changing the beam incident angle cosθ, ambient light intensity I AL , reflectivity, distance L of the object to be measured, etc. A set of calibration data is obtained by continuous measurement of each point multiple times.
在一个可选的实施例中,通过预先标定的方法获取测距相对精度,设备通过获取目标距离测量值、目标实际距离值以及目标距离测量平均值计算测距相 对精度。具体来说,假设目标点设置为离距离测量系统的距离是L m,(m=1,2,3…,M),比如,当m=1时当m=1时设置L 1=1m,m=2时设置L 2=1.1m,m=3时设置L 3=1.3m,…。其中,设置L 1=1m,L 1为目标实际距离值,连续测量n次得到目标距离测量值l 1-ln,在每次测量过程中均获得环境光子数C nn和信号光子数C sn。其中,计算n次目标距离测量值与目标实际距离值的标准差记为测距相对精度,并计算n次测量的历史环境光子数、历史信号光子数的均值,获得目标点为L 1处的一组标定数据。其中,n次测量后获得计算相对精度的过程如下: In an optional embodiment, the distance measurement relative accuracy is obtained by a pre-calibration method, and the device calculates the distance measurement relative accuracy by obtaining the target distance measurement value, the target actual distance value, and the target distance measurement average value. Specifically, it is assumed that the target point is set at a distance of L m from the distance measurement system, (m=1, 2, 3..., M), for example, when m=1, set L 1 =1m when m=1, When m=2, set L 2 =1.1m, when m=3, set L 3 =1.3m, . . . Among them, set L 1 =1m, L 1 is the actual distance value of the target, measure n times continuously to obtain the target distance measurement value l 1 -ln, and obtain the environmental photon number C nn and the signal photon number C sn in each measurement process. Among them, calculate the standard deviation between the target distance measurement value of n times and the target actual distance value and record it as the relative distance measurement accuracy, and calculate the average value of the historical environmental photon number and historical signal photon number of n times of measurement, and obtain the target point at L1 A set of calibration data. Among them, the process of obtaining the calculation relative accuracy after n measurements is as follows:
根据TOF距离测量系统的距离的计算公式:According to the calculation formula of the distance of the TOF distance measurement system:
Figure PCTCN2022080529-appb-000008
Figure PCTCN2022080529-appb-000008
其中,c为光速,约为3×10 8m/s,t i为第i次测量的光飞行时间。则计算出连续n次测量第i次测量的目标距离测量值d i,以及n次测量的目标距离测量平均值
Figure PCTCN2022080529-appb-000009
则距离测量系统的分辨率为:
Wherein, c is the speed of light, which is about 3×10 8 m/s, and t i is the time of flight of light measured for the ith time. Then calculate the target distance measurement value d i of the i-th measurement in consecutive n measurements, and the target distance measurement average value of the n measurements
Figure PCTCN2022080529-appb-000009
Then the resolution of the distance measurement system is:
Figure PCTCN2022080529-appb-000010
Figure PCTCN2022080529-appb-000010
其中, di表示第i次测量得到的距离值,测试次数从1到n,共n次。
Figure PCTCN2022080529-appb-000011
表示n次测量的平均值,
Figure PCTCN2022080529-appb-000012
可以表示为:
Among them, di represents the distance value obtained from the i-th measurement, and the number of tests ranges from 1 to n, a total of n times.
Figure PCTCN2022080529-appb-000011
represents the average value of n measurements,
Figure PCTCN2022080529-appb-000012
It can be expressed as:
Figure PCTCN2022080529-appb-000013
Figure PCTCN2022080529-appb-000013
一般来说,根据三倍标准差定律,分辨率与测距相对精度的关系为,Generally speaking, according to the law of triple standard deviation, the relationship between resolution and relative accuracy of ranging is,
R=1/3×E Resolution R=1/3×E Resolution
则通过n次采样后计算出测距相对精度,计算n次历史环境光子数和历史信号光子数的均值即可获得一组标定数据。Then, the relative accuracy of distance measurement is calculated after n times of sampling, and a set of calibration data can be obtained by calculating the average value of n times of historical environmental photon numbers and historical signal photon numbers.
再继续采样过程中,可调节入射角度、环境光照度或者反射率等参数,重复上述的采样过程得到多组标定数据。可以理解的是,可以只调节其中一个影响参数也可以多个参数同时调节,可以利用生成随机数的模式随机调节参数的大小,也可以按照一定的规律调节参数的大小,例如按照从小到大或者从大到小的调节模式,具体调节方式在本申请中不做限制。In the continuous sampling process, parameters such as incident angle, ambient light intensity or reflectivity can be adjusted, and multiple sets of calibration data can be obtained by repeating the above sampling process. It is understandable that only one of the influencing parameters can be adjusted or multiple parameters can be adjusted at the same time. The size of the parameters can be adjusted randomly by using the mode of generating random numbers, or the size of the parameters can be adjusted according to certain rules, such as from small to large or The adjustment mode from large to small, the specific adjustment method is not limited in this application.
S104:根据所述历史环境光子数、所述历史信号光子数和所述测距相对精度构建拟合函数,得到预设相对精度计算规则。S104: Construct a fitting function according to the historical environmental photon count, the historical signal photon count, and the ranging relative accuracy to obtain a preset relative accuracy calculation rule.
设备根据历史环境光子数、历史信号光子数和测距相对精度构建拟合函数,常用的拟合方法有如最小二乘曲线拟合法等,在MATLAB中也可以用polyfit来拟合多项式,得到拟合函数后,即可得到预设相对精度计算规则。The device builds a fitting function based on the number of historical environmental photons, the number of historical signal photons, and the relative accuracy of distance measurement. Commonly used fitting methods include the least squares curve fitting method, etc. In MATLAB, polyfit can also be used to fit polynomials to obtain a fitting After the function, you can get the preset relative accuracy calculation rules.
本发明通过在单帧图像中实时提取信号光子数和环境光子数,以实时单帧计算出相对精度,可实时对DTOF距离测量系统进行测距结果的性能判定与排除,实现输出的深度数据中只保留较小噪声的3D点,从而提高整体的3D点云效果。The present invention extracts the number of signal photons and the number of environmental photons in a single frame image in real time, calculates the relative accuracy with a single frame in real time, can perform the performance judgment and exclusion of the ranging result of the DTOF distance measuring system in real time, and realizes the accuracy of the output depth data. Only keep 3D points with less noise, thereby improving the overall 3D point cloud effect.
请参见图4,图4为本发明一个示例性实施例示出的距离测量系统相对精度的确定装置的结构示意图。包括的各单元用于执行图2和图3对应的实施例中的各步骤,具体请参阅图2和图3各自对应的实施例中的相关描述。为了便于说明,仅示出了与本实施例相关的部分。参见图4,距离测量系统相对精度的确定装置4包括:Please refer to FIG. 4 . FIG. 4 is a schematic structural diagram of an apparatus for determining the relative accuracy of a distance measurement system according to an exemplary embodiment of the present invention. The included units are used to execute the steps in the embodiments corresponding to FIG. 2 and FIG. 3 . For details, please refer to the relevant descriptions in the embodiments corresponding to FIG. 2 and FIG. 3 . For ease of description, only the parts related to this embodiment are shown. Referring to Fig. 4, the determining device 4 of the relative accuracy of the distance measurement system comprises:
第一获取单元410,用于获取环境光子数和信号光子数;其中,所述信号光子数为采集器采集待测物体反射的光信号并输出的电信号;The first acquisition unit 410 is configured to acquire the number of ambient photons and the number of signal photons; wherein, the number of signal photons is an electrical signal that the collector collects and outputs an optical signal reflected by the object to be measured;
第一处理单元420,用于根据所述环境光子数、所述信号光子数以及预设相对精度计算规则计算相对精度;The first processing unit 420 is configured to calculate relative accuracy according to the number of ambient photons, the number of signal photons, and a preset relative accuracy calculation rule;
其中,所述预设相对精度计算规则根据如下步骤获得:Wherein, the preset relative accuracy calculation rule is obtained according to the following steps:
获取历史环境光子数、历史信号光子数,并且获取历史环境光子数和历史信号光子数对应的测距相对精度;Obtain the number of historical environmental photons, the number of historical signal photons, and obtain the relative accuracy of ranging corresponding to the number of historical environmental photons and historical signal photons;
根据所述历史环境光子数、所述历史信号光子数和所述测距相对精度构建拟合函数,得到预设相对精度计算规则。A fitting function is constructed according to the historical environment photon number, the historical signal photon number and the ranging relative accuracy to obtain a preset relative accuracy calculation rule.
进一步地,所述第一处理单元420,还用于:Further, the first processing unit 420 is also configured to:
根据所述环境光子数、所述信号光子数以及预设分辨率计算规则计算分辨率;calculating the resolution according to the number of ambient photons, the number of signal photons and a preset resolution calculation rule;
根据所述分辨率计算距离测量系统的相对精度。The relative accuracy of the distance measurement system is calculated from the resolution.
进一步地,所述第一处理单元420,具体用于:Further, the first processing unit 420 is specifically configured to:
根据所述分辨率和预设三倍标准差定律计算距离测量系统的相对精度。The relative accuracy of the distance measuring system is calculated according to the stated resolution and the preset law of three standard deviations.
进一步地,所述距离测量系统相对精度的确定装置,还包括:Further, the device for determining the relative accuracy of the distance measurement system also includes:
第二获取单元,用于获取历史环境光子数、历史信号光子数、以及历史环境光子数和历史信号光子数对应的测距相对精度;The second acquisition unit is used to acquire the number of historical environmental photons, the number of historical signal photons, and the relative distance measurement accuracy corresponding to the number of historical environmental photons and the number of historical signal photons;
第二处理单元,用于根据所述历史环境光子数、所述历史信号光子数和所述测距相对精度构建拟合函数,得到预设相对精度计算规则。The second processing unit is configured to construct a fitting function according to the historical environmental photon number, the historical signal photon number and the relative distance measurement accuracy to obtain a preset relative accuracy calculation rule.
进一步地,所述距离测量系统相对精度的确定装置,还包括:Further, the device for determining the relative accuracy of the distance measurement system also includes:
第三获取单元,用于获取目标距离测量值、目标实际距离值和目标距离测量平均值;The third obtaining unit is used to obtain the target distance measurement value, the target actual distance value and the target distance measurement average value;
第三获取单元,用于根据所述目标距离测量值、所述目标实际距离值和所述目标距离测量平均值,计算测距相对精度。The third acquiring unit is configured to calculate the relative distance measurement accuracy according to the target distance measurement value, the target actual distance value and the target distance measurement average value.
请参见图5,图5是本发明一个示例性实施例提供的距离测量系统相对精度的确定设备的示意图。如图5所示,该实施例的距离测量系统相对精度的确定设备5包括:处理器50、存储器51以及存储在所述存储器51中并可在所述处理器50上运行的计算机程序52,例如距离测量系统相对精度的确定程序。所述处理器50执行所述计算机程序52时实现上述各个距离测量系统相对精度的确 定方法实施例中的步骤,例如图2所示的步骤S101至S102。或者,所述处理器50执行所述计算机程序52时实现上述各装置实施例中各模块/单元的功能,例如图4所示单元410至420的功能。Please refer to FIG. 5 , which is a schematic diagram of a device for determining the relative accuracy of a distance measurement system provided by an exemplary embodiment of the present invention. As shown in Fig. 5, the determining device 5 of the relative accuracy of the distance measurement system of this embodiment includes: a processor 50, a memory 51, and a computer program 52 stored in the memory 51 and operable on the processor 50, An example is the procedure for determining the relative accuracy of distance measuring systems. When the processor 50 executes the computer program 52, it realizes the steps in the above embodiments of the method for determining the relative accuracy of each distance measurement system, such as steps S101 to S102 shown in FIG. 2 . Alternatively, when the processor 50 executes the computer program 52, it realizes the functions of the modules/units in the above-mentioned device embodiments, such as the functions of the units 410 to 420 shown in FIG. 4 .
示例性的,所述计算机程序52可以被分割成一个或多个模块/单元,所述一个或者多个模块/单元被存储在所述存储器51中,并由所述处理器50执行,以完成本发明。所述一个或多个模块/单元可以是能够完成特定功能的一系列计算机程序指令段,该指令段用于描述所述计算机程序52在所述距离测量系统相对精度的确定设备5中的执行过程。例如,所述计算机程序52可以被分割成第一获取模块、第一处理模块,各模块功能如下:Exemplarily, the computer program 52 can be divided into one or more modules/units, and the one or more modules/units are stored in the memory 51 and executed by the processor 50 to complete this invention. The one or more modules/units may be a series of computer program instruction segments capable of completing specific functions, and the instruction segments are used to describe the execution process of the computer program 52 in the device 5 for determining the relative accuracy of the distance measurement system . For example, the computer program 52 can be divided into a first acquisition module and a first processing module, and the functions of each module are as follows:
第一获取模块,用于获取环境光子数和信号光子数;其中,所述信号光子数为采集器采集待测物体反射的光信号并输出的电信号;The first acquisition module is used to acquire the number of environmental photons and the number of signal photons; wherein, the number of signal photons is an electrical signal that the collector collects and outputs an optical signal reflected by the object to be measured;
第一处理模块,用于根据所述环境光子数、所述信号光子数以及预设相对精度计算规则计算相对精度。The first processing module is configured to calculate relative accuracy according to the number of ambient photons, the number of signal photons and a preset relative accuracy calculation rule.
所述距离测量系统相对精度的确定设备5可包括,但不仅限于,处理器50、存储器51。本领域技术人员可以理解,图5仅仅是距离测量系统相对精度的确定设备5的示例,并不构成对距离测量系统相对精度的确定设备5的限定,可以包括比图示更多或更少的部件,或者组合某些部件,或者不同的部件,例如所述距离测量系统相对精度的确定设备5还可以包括输入输出设备、网络接入设备、总线等。The device 5 for determining the relative accuracy of the distance measurement system may include, but not limited to, a processor 50 and a memory 51 . Those skilled in the art can understand that Fig. 5 is only an example of the determining device 5 for the relative accuracy of the distance measuring system, and does not constitute a limitation to the determining device 5 for the relative accuracy of the distance measuring system, and may include more or less than shown in the figure. Components, or a combination of certain components, or different components, for example, the device for determining the relative accuracy of the distance measurement system 5 may also include input and output devices, network access devices, buses, and the like.
所称处理器50可以是中央处理单元(Central Processing Unit,CPU),还可以是其他通用处理器、数字信号处理器(Digital Signal Processor,DSP)、专用集成电路(Application Specific Integrated Circuit,ASIC)、现成可编程门阵列(Field-Programmable Gate Array,FPGA)或者其他可编程逻辑器件、分立门或者 晶体管逻辑器件、分立硬件组件等。通用处理器可以是微处理器或者该处理器也可以是任何常规的处理器等。The so-called processor 50 can be a central processing unit (Central Processing Unit, CPU), and can also be other general-purpose processors, digital signal processors (Digital Signal Processor, DSP), application specific integrated circuits (Application Specific Integrated Circuit, ASIC), Off-the-shelf programmable gate array (Field-Programmable Gate Array, FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. A general-purpose processor may be a microprocessor, or the processor may be any conventional processor, or the like.
所述存储器51可以是所述距离测量系统相对精度的确定设备5的内部存储单元,例如距离测量系统相对精度的确定设备5的硬盘或内存。所述存储器51也可以是所述距离测量系统相对精度的确定设备5的外部存储设备,例如所述距离测量系统相对精度的确定设备5上配备的插接式硬盘,智能存储卡(Smart Media Card,SMC),安全数字(Secure Digital,SD)卡,闪存卡(Flash Card)等。进一步地,所述存储器51还可以既包括所距离测量系统相对精度的确定设备5的内部存储单元也包括外部存储设备。所述存储器51用于存储所述计算机程序以及所述距离测量系统相对精度的确定设备所需的其他程序和数据。所述存储器51还可以用于暂时地存储已经输出或者将要输出的数据。The memory 51 may be an internal storage unit of the device 5 for determining the relative accuracy of the distance measurement system, for example, a hard disk or a memory of the device 5 for determining the relative accuracy of the distance measurement system. The memory 51 can also be an external storage device of the determining device 5 of the relative accuracy of the distance measuring system, such as a plug-in hard disk equipped on the determining device 5 of the relative accuracy of the distance measuring system, a smart memory card (Smart Media Card , SMC), Secure Digital (Secure Digital, SD) card, Flash Card (Flash Card), etc. Further, the memory 51 may also include both an internal storage unit of the device 5 for determining the relative accuracy of the distance measurement system and an external storage device. The memory 51 is used to store the computer program and other programs and data required by the device for determining the relative accuracy of the distance measuring system. The memory 51 can also be used to temporarily store data that has been output or will be output.
所属领域的技术人员可以清楚地了解到,为了描述的方便和简洁,仅以上述各功能单元、模块的划分进行举例说明,实际应用中,可以根据需要而将上述功能分配由不同的功能单元、模块完成,即将所述装置的内部结构划分成不同的功能单元或模块,以完成以上描述的全部或者部分功能。实施例中的各功能单元、模块可以集成在一个处理单元中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个单元中,上述集成的单元既可以采用硬件的形式实现,也可以采用软件功能单元的形式实现。另外,各功能单元、模块的具体名称也只是为了便于相互区分,并不用于限制本申请的保护范围。上述系统中单元、模块的具体工作过程,可以参考前述方法实施例中的对应过程,在此不再赘述。Those skilled in the art can clearly understand that for the convenience and brevity of description, only the division of the above-mentioned functional units and modules is used for illustration. In practical applications, the above-mentioned functions can be assigned to different functional units, Completion of modules means that the internal structure of the device is divided into different functional units or modules to complete all or part of the functions described above. Each functional unit and module in the embodiment may be integrated into one processing unit, or each unit may exist separately physically, or two or more units may be integrated into one unit, and the above-mentioned integrated units may adopt hardware It can also be implemented in the form of software functional units. In addition, the specific names of the functional units and modules are only for the convenience of distinguishing each other, and are not used to limit the protection scope of the present application. For the specific working process of the units and modules in the above system, reference may be made to the corresponding process in the foregoing method embodiments, and details will not be repeated here.
在上述实施例中,对各个实施例的描述都各有侧重,某个实施例中没有详述或记载的部分,可以参见其它实施例的相关描述。In the above-mentioned embodiments, the descriptions of each embodiment have their own emphases, and for parts that are not detailed or recorded in a certain embodiment, refer to the relevant descriptions of other embodiments.
本领域普通技术人员可以意识到,结合本文中所公开的实施例描述的各示例的单元及算法步骤,能够以电子硬件、或者计算机软件和电子硬件的结合来实现。这些功能究竟以硬件还是软件方式来执行,取决于技术方案的特定应用和设计约束条件。专业技术人员可以对每个特定的应用来使用不同方法来实现所描述的功能,但是这种实现不应认为超出本发明的范围。Those skilled in the art can appreciate that the units and algorithm steps of the examples described in conjunction with the embodiments disclosed herein can be implemented by electronic hardware, or a combination of computer software and electronic hardware. Whether these functions are executed by hardware or software depends on the specific application and design constraints of the technical solution. Those skilled in the art may use different methods to implement the described functions for each specific application, but such implementation should not be regarded as exceeding the scope of the present invention.
在本发明所提供的实施例中,应该理解到,所揭露的装置/终端设备和方法,可以通过其它的方式实现。例如,以上所描述的装置/终端设备实施例仅是示意性的,例如,所述模块或单元的划分,仅仅为一种逻辑功能划分,实际实现时可以有另外的划分方式,例如多个单元或组件可以结合或者可以集成到另一个系统,或一些特征可以忽略,或不执行。另一点,所显示或讨论的相互之间的耦合或直接耦合或通讯连接可以是通过一些接口,装置或单元的间接耦合或通讯连接,可以是电性,机械或其它的形式。In the embodiments provided in the present invention, it should be understood that the disclosed apparatus/terminal equipment and method may be implemented in other ways. For example, the device/terminal device embodiments described above are only illustrative. For example, the division of the modules or units is only a logical function division. In actual implementation, there may be other division methods, such as multiple units Or components may be combined or may be integrated into another system, or some features may be omitted, or not implemented. In another point, the mutual coupling or direct coupling or communication connection shown or discussed may be through some interfaces, and the indirect coupling or communication connection of devices or units may be in electrical, mechanical or other forms.
所述作为分离部件说明的单元可以是或者也可以不是物理上分开的,作为单元显示的部件可以是或者也可以不是物理单元,即可以位于一个地方,或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部单元来实现本实施例方案的目的。The units described as separate components may or may not be physically separated, and the components shown as units may or may not be physical units, that is, they may be located in one place, or may be distributed to multiple network units. Part or all of the units can be selected according to actual needs to achieve the purpose of the solution of this embodiment.
另外,在本发明各个实施例中的各功能单元可以集成在一个处理单元中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个单元中。上述集成的单元既可以采用硬件的形式实现,也可以采用软件功能单元的形式实现。In addition, each functional unit in each embodiment of the present invention may be integrated into one processing unit, each unit may exist separately physically, or two or more units may be integrated into one unit. The above-mentioned integrated units can be implemented in the form of hardware or in the form of software functional units.
所述集成的模块/单元如果以软件功能单元的形式实现并作为独立的产品销售或使用时,可以存储在一个计算机可读取存储介质中。基于这样的理解,本发明实现上述实施例方法中的全部或部分流程,也可以通过计算机程序来指令 相关的硬件来完成,所述的计算机程序可存储于一计算机可读存储介质中,该计算机程序在被处理器执行时,可实现上述各个方法实施例的步骤。其中,所述计算机程序包括计算机程序代码,所述计算机程序代码可以为源代码形式、对象代码形式、可执行文件或某些中间形式等。所述计算机可读介质可以包括:能够携带所述计算机程序代码的任何实体或装置、记录介质、U盘、移动硬盘、磁碟、光盘、计算机存储器、只读存储器(ROM,Read-Only Memory)、随机存取存储器(RAM,Random Access Memory)、电载波信号、电信信号以及软件分发介质等。需要说明的是,所述计算机可读介质包含的内容可以根据司法管辖区内立法和专利实践的要求进行适当的增减,例如在某些司法管辖区,根据立法和专利实践,计算机可读介质不包括电载波信号和电信信号。本发明并不局限于上述实施方式,如果对本发明的各种改动或变形不脱离本发明的精神和范围,倘若这些改动和变形属于本发明的权利要求和等同技术范围之内,则本发明也意图包含这些改动和变形。If the integrated module/unit is realized in the form of a software function unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the present invention realizes all or part of the processes in the methods of the above embodiments, and can also be completed by instructing related hardware through a computer program. The computer program can be stored in a computer-readable storage medium, and the computer When the program is executed by the processor, the steps in the above-mentioned various method embodiments can be realized. Wherein, the computer program includes computer program code, and the computer program code may be in the form of source code, object code, executable file or some intermediate form. The computer-readable medium may include: any entity or device capable of carrying the computer program code, a recording medium, a USB flash drive, a removable hard disk, a magnetic disk, an optical disk, a computer memory, and a read-only memory (ROM, Read-Only Memory) , Random Access Memory (RAM, Random Access Memory), electrical carrier signal, telecommunication signal and software distribution medium, etc. It should be noted that the content contained in the computer-readable medium may be appropriately increased or decreased according to the requirements of legislation and patent practice in the jurisdiction. For example, in some jurisdictions, computer-readable media Excludes electrical carrier signals and telecommunication signals. The present invention is not limited to the above-mentioned embodiments, if the various changes or deformations of the present invention do not depart from the spirit and scope of the present invention, if these changes and deformations belong to the claims of the present invention and the equivalent technical scope, then the present invention is also It is intended that such modifications and variations are included.

Claims (14)

  1. 一种距离测量系统,其特征在于,包括:发射器、采集器、以及处理电路;A distance measurement system, characterized in that it includes: a transmitter, a collector, and a processing circuit;
    所述发射器,经配置以发射信号光束;the transmitter configured to emit a signal beam;
    所述采集器,包括像素单元以及读出电路,所述像素单元包括多个像素,所述像素用于对反射回的光束中的单个光子进行响应并输出光子信号;所述读出电路用于接收所述光子信号进行处理并输出直方图;The collector includes a pixel unit and a readout circuit, the pixel unit includes a plurality of pixels, and the pixels are used to respond to a single photon in the reflected light beam and output a photon signal; the readout circuit is used for receiving the photon signal for processing and outputting a histogram;
    所述处理电路,与所述发射器以及所述采集器连接,用于接收所述直方图获取环境光子数和信号光子数,并根据所述环境光子数、所述信号光子数以及预设相对精度计算规则计算相对精度;其中,所述信号光子数为所述采集器采集的所述发射器发射信号光束中的光子;The processing circuit is connected with the emitter and the collector, and is used to receive the histogram to obtain the number of environmental photons and the number of signal photons, and to obtain the number of photons of the environment and the number of signal photons according to the number of photons of the environment, the number of signal photons and the preset relative The accuracy calculation rule calculates the relative accuracy; wherein, the number of signal photons is the photons in the signal beam emitted by the emitter collected by the collector;
    其中,所述预设相对精度计算规则根据如下步骤获得:Wherein, the preset relative accuracy calculation rule is obtained according to the following steps:
    获取历史环境光子数、历史信号光子数,并且获取历史环境光子数和历史信号光子数对应的测距相对精度;Obtain the number of historical environmental photons, the number of historical signal photons, and obtain the relative accuracy of ranging corresponding to the number of historical environmental photons and historical signal photons;
    根据所述历史环境光子数、所述历史信号光子数和所述测距相对精度构建拟合函数,得到预设相对精度计算规则。A fitting function is constructed according to the historical environment photon number, the historical signal photon number and the ranging relative accuracy to obtain a preset relative accuracy calculation rule.
  2. 根据权利要求1所述的距离测量系统,其特征在于,所述处理电路还用于计算待测物体的距离值,并判断该距离值的相对精度是否超过预设的相对精度阈值,若超过预设的相对精度阈值,则屏蔽该距离值。The distance measurement system according to claim 1, wherein the processing circuit is also used to calculate the distance value of the object to be measured, and judge whether the relative accuracy of the distance value exceeds a preset relative accuracy threshold, if the relative accuracy exceeds the preset If the relative accuracy threshold is set, the distance value is masked.
  3. 根据权利要求1所述的距离测量系统,其特征在于,所述预设相对精度计算规则为函数模型,所述函数模型为:The distance measurement system according to claim 1, wherein the preset relative accuracy calculation rule is a function model, and the function model is:
    Figure PCTCN2022080529-appb-100001
    Figure PCTCN2022080529-appb-100001
    其中,C s为信号光子数;C n为环境光子数;a,b,c,d均为参数;R为相对精度。 Among them, C s is the number of signal photons; C n is the number of environmental photons; a, b, c, d are all parameters; R is the relative accuracy.
  4. 根据权利要求2所述的距离测量系统,其特征在于,所述预设相对精度 计算规则为函数模型,所述函数模型为:The distance measurement system according to claim 2, wherein the preset relative accuracy calculation rule is a function model, and the function model is:
    Figure PCTCN2022080529-appb-100002
    Figure PCTCN2022080529-appb-100002
    其中,C s为信号光子数;C n为环境光子数;a,b,c,d均为参数;R为相对精度。 Among them, C s is the number of signal photons; C n is the number of environmental photons; a, b, c, d are all parameters; R is the relative accuracy.
  5. 一种距离测量系统相对精度的确定方法,其特征在于,包括:A method for determining the relative accuracy of a distance measurement system, comprising:
    获取环境光子数和信号光子数;其中,所述信号光子数为采集器采集待测物体反射的光信号并输出的电信号;Obtaining the number of environmental photons and the number of signal photons; wherein, the number of signal photons is an electrical signal that the collector collects the light signal reflected by the object to be measured and outputs;
    根据所述环境光子数、所述信号光子数以及预设相对精度计算规则计算相对精度;calculating relative accuracy according to the number of ambient photons, the number of signal photons, and a preset relative accuracy calculation rule;
    其中,所述预设相对精度计算规则根据如下步骤获得:Wherein, the preset relative accuracy calculation rule is obtained according to the following steps:
    获取历史环境光子数、历史信号光子数,并且获取历史环境光子数和历史信号光子数对应的测距相对精度;Obtain the number of historical environmental photons, the number of historical signal photons, and obtain the relative accuracy of ranging corresponding to the number of historical environmental photons and historical signal photons;
    根据所述历史环境光子数、所述历史信号光子数和所述测距相对精度构建拟合函数,得到预设相对精度计算规则。A fitting function is constructed according to the historical environment photon number, the historical signal photon number and the ranging relative accuracy to obtain a preset relative accuracy calculation rule.
  6. 根据权利要求5所述的距离测量系统相对精度的确定方法,其特征在于,所述预设相对精度计算规则为函数模型,所述函数模型为:The method for determining the relative accuracy of a distance measurement system according to claim 5, wherein the preset relative accuracy calculation rule is a function model, and the function model is:
    Figure PCTCN2022080529-appb-100003
    Figure PCTCN2022080529-appb-100003
    其中,C s为信号光子数;C n为环境光子数;a,b,c,d均为参数;R为相对精度。 Among them, C s is the number of signal photons; C n is the number of environmental photons; a, b, c, d are all parameters; R is the relative accuracy.
  7. 根据权利要求5所述的距离测量系统相对精度的确定方法,其特征在于,还包括:The method for determining the relative accuracy of the distance measurement system according to claim 5, further comprising:
    根据所述环境光子数、所述信号光子数以及预设分辨率计算规则计算分辨率;calculating the resolution according to the number of ambient photons, the number of signal photons and a preset resolution calculation rule;
    根据所述分辨率计算距离测量系统的相对精度。The relative accuracy of the distance measurement system is calculated from the resolution.
  8. 根据权利要求5所述的距离测量系统相对精度的确定方法,其特征在于,所述获取历史环境光子数和历史信号光子数对应的测距相对精度,包括:The method for determining the relative accuracy of the distance measurement system according to claim 5, wherein said obtaining the relative accuracy of distance measurement corresponding to the number of historical environmental photons and the number of historical signal photons comprises:
    获取目标距离测量值、目标实际距离值和目标距离测量平均值;Obtain target distance measurement value, target actual distance value and target distance measurement average value;
    根据所述目标距离测量值、所述目标实际距离值和所述目标距离测量平均值,计算测距相对精度。Calculate the relative distance measurement accuracy according to the target distance measurement value, the target actual distance value and the target distance measurement average value.
  9. 一种距离测量系统相对精度的确定装置,其特征在于,包括:A device for determining the relative accuracy of a distance measurement system, characterized in that it includes:
    第一获取单元,用于获取环境光子数和信号光子数;其中,所述信号光子数为采集器采集待测物体反射的光信号并输出的电信号;The first acquisition unit is used to acquire the number of environmental photons and the number of signal photons; wherein, the number of signal photons is an electrical signal that the collector collects and outputs an optical signal reflected by the object to be measured;
    第一处理单元,用于根据所述环境光子数、所述信号光子数以及预设相对精度计算规则计算相对精度;A first processing unit, configured to calculate relative accuracy according to the number of ambient photons, the number of signal photons, and a preset relative accuracy calculation rule;
    其中,所述预设相对精度计算规则根据如下步骤获得:Wherein, the preset relative accuracy calculation rule is obtained according to the following steps:
    获取历史环境光子数、历史信号光子数,并且获取历史环境光子数和历史信号光子数对应的测距相对精度;Obtain the number of historical environmental photons, the number of historical signal photons, and obtain the relative accuracy of ranging corresponding to the number of historical environmental photons and historical signal photons;
    根据所述历史环境光子数、所述历史信号光子数和所述测距相对精度构建拟合函数,得到预设相对精度计算规则。A fitting function is constructed according to the historical environment photon number, the historical signal photon number and the ranging relative accuracy to obtain a preset relative accuracy calculation rule.
  10. 根据权利要求9所述的距离测量系统相对精度的确定装置,其特征在于,所述第一处理单元,还用于:The device for determining the relative accuracy of the distance measurement system according to claim 9, wherein the first processing unit is also used for:
    根据所述环境光子数、所述信号光子数以及预设分辨率计算规则计算分辨率;calculating the resolution according to the number of ambient photons, the number of signal photons and a preset resolution calculation rule;
    根据所述分辨率计算距离测量系统的相对精度。The relative accuracy of the distance measurement system is calculated from the resolution.
  11. 一种距离测量系统相对精度的确定设备,包括存储器、处理器以及存储在所述存储器中并可在所述处理器上运行的计算机程序,其特征在于,所述处理器执行所述计算机程序时实现一种距离测量系统相对精度的确定方法;所述距离测量系统相对精度的确定方法包括:A device for determining the relative accuracy of a distance measurement system, comprising a memory, a processor, and a computer program stored in the memory and operable on the processor, wherein when the processor executes the computer program A method for determining the relative accuracy of a distance measurement system is realized; the method for determining the relative accuracy of the distance measurement system includes:
    获取环境光子数和信号光子数;其中,所述信号光子数为采集器采集待测物体反射的光信号并输出的电信号;Obtaining the number of environmental photons and the number of signal photons; wherein, the number of signal photons is an electrical signal that the collector collects the light signal reflected by the object to be measured and outputs;
    根据所述环境光子数、所述信号光子数以及预设相对精度计算规则计算相对精度;calculating relative accuracy according to the number of ambient photons, the number of signal photons, and a preset relative accuracy calculation rule;
    其中,所述预设相对精度计算规则根据如下步骤获得:Wherein, the preset relative accuracy calculation rule is obtained according to the following steps:
    获取历史环境光子数、历史信号光子数,并且获取历史环境光子数和历史信号光子数对应的测距相对精度;Obtain the number of historical environmental photons, the number of historical signal photons, and obtain the relative accuracy of ranging corresponding to the number of historical environmental photons and historical signal photons;
    根据所述历史环境光子数、所述历史信号光子数和所述测距相对精度构建拟合函数,得到预设相对精度计算规则。A fitting function is constructed according to the historical environment photon number, the historical signal photon number and the ranging relative accuracy to obtain a preset relative accuracy calculation rule.
  12. 根据权利要求11所述的距离测量系统相对精度的确定设备,其特征在于,所述预设相对精度计算规则为函数模型,所述函数模型为:The device for determining the relative accuracy of the distance measurement system according to claim 11, wherein the preset relative accuracy calculation rule is a function model, and the function model is:
    Figure PCTCN2022080529-appb-100004
    Figure PCTCN2022080529-appb-100004
    其中,C s为信号光子数;C n为环境光子数;a,b,c,d均为参数;R为相对精度。 Among them, C s is the number of signal photons; C n is the number of environmental photons; a, b, c, d are all parameters; R is the relative accuracy.
  13. 根据权利要求11所述的距离测量系统相对精度的确定设备,其特征在于,所述距离测量系统相对精度的确定方法还包括:The device for determining the relative accuracy of the distance measurement system according to claim 11, wherein the method for determining the relative accuracy of the distance measurement system further comprises:
    根据所述环境光子数、所述信号光子数以及预设分辨率计算规则计算分辨率;calculating the resolution according to the number of ambient photons, the number of signal photons and a preset resolution calculation rule;
    根据所述分辨率计算距离测量系统的相对精度。The relative accuracy of the distance measurement system is calculated from the resolution.
  14. 根据权利要求11所述的距离测量系统相对精度的确定设备,所述获取历史环境光子数和历史信号光子数对应的测距相对精度,包括:According to the device for determining the relative accuracy of the distance measurement system according to claim 11, the acquisition of the relative accuracy of distance measurement corresponding to the number of historical environmental photons and the number of historical signal photons comprises:
    获取目标距离测量值、目标实际距离值和目标距离测量平均值;Obtain target distance measurement value, target actual distance value and target distance measurement average value;
    根据所述目标距离测量值、所述目标实际距离值和所述目标距离测量平均值,计算测距相对精度。Calculate the relative distance measurement accuracy according to the target distance measurement value, the target actual distance value and the target distance measurement average value.
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