CN101777261A - Method for measuring vehicle speed based on CMOS digital camera with belt-type shutter - Google Patents

Method for measuring vehicle speed based on CMOS digital camera with belt-type shutter Download PDF

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CN101777261A
CN101777261A CN200910066683A CN200910066683A CN101777261A CN 101777261 A CN101777261 A CN 101777261A CN 200910066683 A CN200910066683 A CN 200910066683A CN 200910066683 A CN200910066683 A CN 200910066683A CN 101777261 A CN101777261 A CN 101777261A
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image
digital camera
belt
cmos digital
speed
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CN101777261B (en
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刘智
柴华
刘丹
孙伟
张晶
姜会林
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Changchun University of Science and Technology
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Changchun University of Science and Technology
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Abstract

The invention provides a method for measuring a vehicle speed based on a CMOS digital camera with a belt-type shutter, which comprises the following steps of: by utilizing the characteristic of distortion of image of a moving object when he CMOS digital camera with the belt-type shutter is used for shooting, calibrating the central pixel of the distorted image by using a CMOS digital camera calibration technique; determining the specific coordinates of the central pixel; substituting the specific coordinates into a formula for calculating a speed to obtain a speed value corresponding to a moving vehicle image; and comparing the speed value with a set vehicle running speed threshold value to judge whether a vehicle is overspeed or not. The method can be implemented by the CMOS digital camera with the belt-type shutter and a computer monitoring terminal only. Compared with the conventional devices for detecting the speeding of a vehicle, the method has the advantages that: a conclusion is obtained based on the analysis of the image, the precision error of the calculated speed value is within 2.5 percent, and the method facilitates the post development of other functions, and the calling of images of a computer monitoring center.

Description

Measure the method for car speed based on the cmos digital camera of belt-type shutter
Technical field
The present invention relates to measure the method for car speed based on the cmos digital camera of belt-type shutter.
Background technology
Fast development along with China's road traffic, traffic safety problem becomes the problem of people's primary concern, and to travel be the one of the main reasons that causes traffic hazard to produce always and exeed the regulation speed, therefore, must take effective means, the serious phenomenon of travelling that exeeds the regulation speed of administering.Existing highway is measured the overspeed of vehicle device and is divided into two classes usually, and a class is radar trap (comprising hand-held and fixed), and a class is the moving-coil type velometer that is laid on the road surface.Their principle of work is all by the mistiming finding speed.The patent No. is in 200520081899 the Chinese invention patent, relate to a kind of Doppler range rate measurement meter, below ultrasonic generator, be respectively equipped with shield and dash receiver with both sides, close wherein dash receiver place is provided with laser instrument, be respectively equipped with baffle plate and oriented tube below the dash receiver, two dash receivers respectively are connected with a photoelectric cell, photoelectric cell successively with Hi-pass filter, polystage amplifier, the frequency meter serial connection, two groups of stringers are connected to data processor by frequency meter, be located at ultrasonic generator thermometer on one side and also be connected to data processor, data processor connects display and gate circuit respectively.This system is by the cooperation of a series of designs, found car speed zero point over the ground.According to the dash receiver of actual conditions designs, thereby realize that measuring car speed is by traditional qualitative average to quantitative instantaneous transformation.But carrying out there is incomplete place when bicycle road or instantaneous velocity are measured, its main drawback performance is that this device can only record interior average velocity of a period of time but not instantaneous velocity, and the relevant information of the vehicle that can't provide timely and effectively exeeds the regulation speed travels can not help traffic control department to administer traffic.
Summary of the invention
In order to solve the deficiency of prior art, the invention provides the method for measuring car speed based on the cmos digital camera of belt-type shutter.This is a kind of instantaneous velocity detection method that more accurately reflects vehicular traffic.
The method of measuring car speed based on the cmos digital camera of belt-type shutter provided by the invention.It is that the cmos digital camera of using belt-type shutter is taken the characteristics that produce distortion to moving object, as shown in Figure 1-Figure 3, in the cmos digital camera of belt-type shutter, its time shutter of pixel of each row is identical with the moment, but for different pixel columns, its time shutter is identical, but difference is successively but arranged the time of exposure, and this will cause the one-tenth image distortion of sports car.The direction of the cmos digital camera motion of the direction of motion of automobile and belt-type shutter not simultaneously, the picture of the automobile that is become just has different variations.During the cmos digital camera motion of the direction of motion of automobile and belt-type shutter identical or opposite, the picture of automobile will be elongated or be shortened; When both were angled, the image that is become just had certain angle of inclination.The movement velocity of automobile is certain, and frame frequency is certain, and then exposure cycle is long more, become anamorphose serious more.When image is analyzed, adopt the camera calibration technology that the fault image center pixel is demarcated, determine its concrete coordinate, be brought in the formula (1) of computing velocity, obtain velocity amplitude that should the sports car image.Fig. 4 is the projection of moving object on three dimensions.
Cmos digital camera based on belt-type shutter provided by the invention is measured the method for overspeed of vehicle, and concrete steps and condition are as follows:
1) the cmos digital camera that will have a belt-type shutter working method be fixed on highway monitoring crossing the road surface the top and with the road surface 30 degree angles are arranged, be used for taking the vehicle ' process;
2) the DSP embedded disposal system exploitation that utilizes cmos digital camera with belt-type shutter working method to combine detects software, the packing of the detection software program finished is integrated in the program development bag of cmos digital camera of belt-type shutter, and downloads in the cmos digital camera with belt-type shutter working method;
The cmos digital camera that will have the belt-type shutter working method is transferred to output image data by optical fiber and wired or wireless passage the monitor terminal of Surveillance center; According to following formula (1) computing velocity value;
3) carry out following workflow:
Step 1: the automobile driving speed threshold value that begins and be provided with regulation;
Step 2: the running car image that on the liquid crystal display equipment screen of Surveillance center, shows institute's monitor area;
Step 3: detected target and entered in the field range, the cmos digital camera with belt-type shutter is taken the running car image, and captured image is passed to the DSP embedded disposal system;
Step 4: the car of taking is travelled the velocity amplitude V of image and threshold ratio:
To the image taken according to following formula (1) computing velocity value:
Figure G200910066683XD00031
From image, appoint and get 12 unique points and be made as P, in the formula,
Figure G200910066683XD00032
Be the antisymmetric matrix of sports car angular velocity vector Ω, I is 3 * 3 unit matrixs, P i=[X i, Y i, Z i] TBe the three-dimensional coordinate of the automobile image frame that is taken, P ~ i = [ P i T , 1 ] T , R and T are respectively the peaceful vectors that moves of rotation matrix between the cmos digital camera picture of the automobile that is taken and belt-type shutter, make m=[u, v] TBe the projection of P point on image, order m ~ = [ m T , 1 ] , P ~ = [ P T , 1 ] , Then the pass between P and m is:
s m ~ = K R T P ~ - - - ( 2 )
In the formula, S is a scale factor at random, and τ is the time interval of two image lines exposures;
k = α u 0 u 0 0 α v v 0 0 0 1
K is the inner parameter of the cmos digital camera of belt-type shutter;
Unique point P in image coordinate under world coordinate system is brought in the above-mentioned formula calculates, just can obtain speed V by formula (1);
The speed V value that obtains and the comparison of predefined threshold speed; If this speed V value then continues execution in step 2 less than the threshold speed that sets, display shows the road conditions in detected zone; If this speed V value is greater than the threshold speed that sets, then execution in step 5;
Step 5: by optical fiber the monitor terminal that the image and the speed data thereof of taking the photograph over-speed vehicles is transferred to Surveillance center is shown, report to the police simultaneously;
Step 6: directly be kept in the computer monitor terminal memory overspeed of vehicle image, velocity amplitude and the time parameter taken standby;
Step 7 is got back to step 2; Go round and begin again, repeat above detection.
Beneficial effect: the invention provides the method for measuring car speed based on the cmos digital camera of belt-type shutter, gather multi-function in integral whole, cost is lower than the hypervelocity monitoring product of like product, be the traffic control department effective monitoring equipment of providing convenience, extremely favourable help the serious traffic law of traffic control department, administer traffic hazard, apply powerful pressure for the drivers that travel that exeed the regulation speed, improved the present situation of road traffic.Native system has the ability of on-the-spot evidence obtaining simultaneously, the relevant information that can effectively assist traffic control department to distinguish and trace the vehicle of driving against traffic regulations according to the image scene record, thus improve the working rate greatly.Auxiliary in the recording process at the scene with automatic speed measuring function, make the native system can be under the condition that does not need operating personnel to intervene, realize the testing the speed automatically and image recording of moving target effectively improved the using value of native system, alleviate people's labour intensity.Also can utilize modern high technology, the situation of driving against traffic regulations is in time noted and promptly be sent to appointed positions, realize Long-distance Control by various communication networks.
The present invention is based on the method for the belt-type shutter mensuration overspeed of vehicle of cmos digital camera, is the speed-measuring method based on image, and the cmos digital camera and the computer monitor terminal that only need have belt-type shutter just can be finished.Compare with traditional mensuration overspeed of vehicle device, the present invention is based on the conclusion that the analysis to image draws, and the Accuracy Error that calculates velocity amplitude and is convenient to other function development of later stage and computer monitoring center calling graph picture in 2.5%.
Description of drawings
Fig. 1, Fig. 2 and Fig. 3 are moving object image-forming principle synoptic diagram under the belt-type shutter mode.
Fig. 4 is the perspective view of moving object on three dimensions.
Fig. 5 is a software flow pattern.
Embodiment
Embodiment 1 is provided by the invention to measure the method for overspeed of vehicle based on the cmos digital camera of belt-type shutter, and concrete steps and condition are as follows:
1) the cmos digital camera that will have a belt-type shutter working method be fixed on highway monitoring crossing the road surface the top and with the road surface 30 degree angles are arranged, be used for taking the vehicle ' process;
2) the DSP embedded disposal system exploitation that utilizes cmos digital camera with belt-type shutter working method to combine detects software, the packing of the detection software program finished is integrated in the program development bag of cmos digital camera of belt-type shutter, and downloads in the cmos digital camera with belt-type shutter working method;
The cmos digital camera that will have the belt-type shutter working method is transferred to output image data by optical fiber and wired or wireless passage the monitor terminal of Surveillance center; According to following formula (1) computing velocity value;
3) carry out following workflow:
Step 1: the automobile driving speed threshold value that begins and be provided with regulation;
Step 2: the running car image that on the liquid crystal display equipment screen of Surveillance center, shows institute's monitor area;
Step 3: detected target and entered in the field range, the cmos digital camera with belt-type shutter is taken the running car image, and captured image is passed to the DSP embedded disposal system;
Step 4: the car of taking is travelled the velocity amplitude V of image and threshold ratio:
To the image taken according to following formula (1) computing velocity value:
Figure G200910066683XD00061
From image, appoint and get 12 unique points and be made as P, in the formula,
Figure G200910066683XD00062
Be the antisymmetric matrix of sports car angular velocity vector Ω, I is 3 * 3 unit matrixs, P i=[X i, Y i, Z i] TBe the three-dimensional coordinate of the automobile image frame that is taken, P ~ i = [ P i T , 1 ] T , R and T are respectively the peaceful vectors that moves of rotation matrix between the cmos digital camera picture of the automobile that is taken and belt-type shutter, make m=[u, v] TBe the projection of P point on image, order m ~ = [ m T , 1 ] , P ~ = [ P T , 1 ] , Then the pass between P and m is:
s m ~ = K R T P ~ - - - ( 2 )
In the formula, S is a scale factor at random, and τ is the time interval of two image lines exposures;
k = α u 0 u 0 0 α v v 0 0 0 1
K is the inner parameter of the cmos digital camera of belt-type shutter;
Unique point P in image coordinate under world coordinate system is brought in the above-mentioned formula calculates, just can obtain speed V by formula (1);
The speed V value that obtains and the comparison of predefined threshold speed; If this speed V value then continues execution in step 2 less than the threshold speed that sets, display shows the road conditions in detected zone; If this speed V value is greater than the threshold speed that sets, then execution in step 5;
Step 5: by optical fiber the monitor terminal that the image and the speed data thereof of taking the photograph over-speed vehicles is transferred to Surveillance center is shown, report to the police simultaneously;
Step 6: directly be kept in the computer monitor terminal memory overspeed of vehicle image, velocity amplitude and the time parameter taken standby;
Step 7 is got back to step 2; Go round and begin again, repeat above detection.

Claims (1)

1. measure the method for overspeed of vehicle based on the cmos digital camera of belt-type shutter, it is characterized in that step and condition are as follows:
1) the cmos digital camera that will have a belt-type shutter working method be fixed on highway monitoring crossing the road surface the top and with the road surface 30 degree angles are arranged, be used for taking the vehicle ' process;
2) the DSP embedded disposal system exploitation that utilizes cmos digital camera with belt-type shutter working method to combine detects software, the packing of the detection software program finished is integrated in the program development bag of cmos digital camera of belt-type shutter, and downloads in the cmos digital camera with belt-type shutter working method;
The cmos digital camera that will have the belt-type shutter working method is transferred to output image data by optical fiber and wired or wireless passage the monitor terminal of Surveillance center; According to following formula (1) computing velocity value;
3) carry out following workflow:
Step begins and is provided with the automobile driving speed threshold value of regulation;
Step 2: the running car image that on the liquid crystal display equipment screen of Surveillance center, shows institute's monitor area;
Step 3: detected target and entered in the field range, the cmos digital camera with belt-type shutter is taken the running car image, and captured image is passed to the DSP embedded disposal system;
Step 4: the car of taking is travelled the velocity amplitude V of image and threshold ratio:
To the image taken according to following formula (1) computing velocity value:
Figure F200910066683XC00021
From image, appoint and get 12 unique points and be made as P, in the formula,
Figure F200910066683XC00022
Be the antisymmetric matrix of sports car angular velocity vector Ω, I is 3 * 3 unit matrixs, P i=[X i, Y i, Z i] TBe the three-dimensional coordinate of the automobile image frame that is taken, P ~ i = [ P i T , 1 ] T , R and T are respectively the peaceful vectors that moves of rotation matrix between the cmos digital camera picture of the automobile that is taken and belt-type shutter, make m=[u, v] TBe the projection of P point on image, order m ~ = [ m T , 1 ] , P ~ = [ P T , 1 ] , Then the pass between P and m is:
s m ~ = K R T P ~ - - - ( 2 )
In the formula, S is a scale factor at random, and τ is the time interval of two image lines exposures;
k = α u 0 u 0 0 α v v 0 0 0 1
K is the inner parameter of the cmos digital camera of belt-type shutter;
Unique point P in image coordinate under world coordinate system is brought in the above-mentioned formula calculates, just can obtain speed V by formula (1);
The speed V value that obtains and the comparison of predefined threshold speed; If this speed V value then continues execution in step 2 less than the threshold speed that sets, display shows the road conditions in detected zone; If this speed V value is greater than the threshold speed that sets, then execution in step 5;
Step 5: by optical fiber the monitor terminal that the image and the speed data thereof of taking the photograph over-speed vehicles is transferred to Surveillance center is shown, report to the police simultaneously;
Step 6: directly be kept in the computer monitor terminal memory overspeed of vehicle image, velocity amplitude and the time parameter taken standby;
Step 7 is got back to step 2; Go round and begin again, repeat above detection.
CN 200910066683 2009-03-25 2009-03-25 Method for measuring vehicle speed based on CMOS digital camera with roll-type shutter Expired - Fee Related CN101777261B (en)

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Cited By (6)

* Cited by examiner, † Cited by third party
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CN102765351A (en) * 2012-07-03 2012-11-07 广州亿程交通信息有限公司 Vehicle speed pre-warning method
RU2480841C1 (en) * 2011-11-02 2013-04-27 Общество с ограниченной ответственностью "Вокорд СофтЛаб" Method to record violations of traffic regulations
CN107607111A (en) * 2017-09-07 2018-01-19 驭势科技(北京)有限公司 Acceleration biases method of estimation and device, vision inertia odometer and its application
CN110501025A (en) * 2019-07-26 2019-11-26 中国科学院长春光学精密机械与物理研究所 A kind of In-flight calibration method of Rolling shutter face battle array CMOS camera
CN112466121A (en) * 2020-12-12 2021-03-09 江西洪都航空工业集团有限责任公司 Speed measuring method based on video
CN113327192A (en) * 2021-05-11 2021-08-31 武汉唯理科技有限公司 Method for measuring and calculating automobile running speed through three-dimensional measurement technology

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CN106872722B (en) * 2017-04-25 2019-08-06 北京精英智通科技股份有限公司 A kind of measurement method and device of speed

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Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
RU2480841C1 (en) * 2011-11-02 2013-04-27 Общество с ограниченной ответственностью "Вокорд СофтЛаб" Method to record violations of traffic regulations
CN102765351A (en) * 2012-07-03 2012-11-07 广州亿程交通信息有限公司 Vehicle speed pre-warning method
CN102765351B (en) * 2012-07-03 2014-12-17 广州亿程交通信息有限公司 Vehicle speed pre-warning method
CN107607111A (en) * 2017-09-07 2018-01-19 驭势科技(北京)有限公司 Acceleration biases method of estimation and device, vision inertia odometer and its application
CN110501025A (en) * 2019-07-26 2019-11-26 中国科学院长春光学精密机械与物理研究所 A kind of In-flight calibration method of Rolling shutter face battle array CMOS camera
CN110501025B (en) * 2019-07-26 2021-05-18 中国科学院长春光学精密机械与物理研究所 On-orbit calibration method of rolling shutter area array CMOS camera
CN112466121A (en) * 2020-12-12 2021-03-09 江西洪都航空工业集团有限责任公司 Speed measuring method based on video
CN113327192A (en) * 2021-05-11 2021-08-31 武汉唯理科技有限公司 Method for measuring and calculating automobile running speed through three-dimensional measurement technology
CN113327192B (en) * 2021-05-11 2022-07-08 武汉唯理科技有限公司 Method for measuring and calculating automobile running speed through three-dimensional measurement technology

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