WO2020063505A1 - 图像处理方法、系统及计算机可读存储介质 - Google Patents
图像处理方法、系统及计算机可读存储介质 Download PDFInfo
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- WO2020063505A1 WO2020063505A1 PCT/CN2019/107192 CN2019107192W WO2020063505A1 WO 2020063505 A1 WO2020063505 A1 WO 2020063505A1 CN 2019107192 W CN2019107192 W CN 2019107192W WO 2020063505 A1 WO2020063505 A1 WO 2020063505A1
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/10—Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from different wavelengths
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/80—Camera processing pipelines; Components thereof
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N5/00—Details of television systems
- H04N5/76—Television signal recording
Definitions
- the invention relates to the field of intelligent control, in particular to an image processing method, system and computer-readable storage medium.
- mobile terminal devices such as mobile phones and tablet computers have increasingly entered people's lives. Therefore, such mobile terminals are also integrated with multiple functions such as shooting, camera, positioning, and lighting, so that people can complete multiple requirements after holding a mobile terminal.
- the resolution and pixels of the camera module are getting higher and higher, making the imaging form that the mobile terminal can achieve in this function more and more close to professional camera equipment.
- an image sensor processing module ISP is built in.
- the camera group will send data to the ISP through the mipi interface.
- the ISP will process the data to different ones according to different applications.
- the data path 1 is sent to the data processing unit DPU.
- the DPU After the DPU is processed, it is sent to the display LCD for display of the camera module.
- the data path 2 is sent to the video processing unit VPU.
- the VPU encodes and stores the data to In the storage device, it is used for the video recording function of the camera module; for example, it is sent to the image compressor jpeg encoder via data path 3. After the data is compressed into a jpeg file, the data is stored in the storage device for the camera module to take pictures Features;.
- the CPU has image sensor processing module
- an image sensing processing module is connected outside the CPU, and an internal ISPbypass method is used.
- the data flow is the same as the first method except the built-in ISPbypass.
- the internal image sensing and processing functions of the CPU are used. Due to the limitation of a certain internal function of the CPU, the processing of image data is limited, and more professional and detailed adjustments cannot be made to the captured images. The CPU's data processing load makes the mobile terminal run slower.
- an object of the present invention is to provide an image processing method, a system, and a computer-readable storage medium, so that preview image data is directly displayed without going through a CPU, and the image preview speed is accelerated.
- the invention discloses an image processing method, which includes the following steps:
- the image sensor collects image data of the shooting object
- the image sensor sends the image data to an image processing chip, and the image sensing processing module of the image processing chip processes the image data to form enhanced image data;
- the image processing chip returns the enhanced image data to a central processing chip in a smart terminal, and the central processing chip records the enhanced image data to a storage device;
- the image processing chip sends the enhanced image data to a display module, and the display module displays an enhanced image corresponding to the enhanced image data.
- the step S200 includes:
- the image sensor sends the image data to an image processing chip through a camera interface
- S220 The image sensing module of the image processing chip processes the image data to form enhanced image data.
- the step S300 includes:
- the image processing chip returns the enhanced image data to a central processing chip in a smart terminal;
- S320 the central processing chip encodes the enhanced image data to form video data
- the central processing chip records video data to the storage device.
- the step S300 includes:
- the step S300 includes:
- S320 The image processing chip integrates the interactive interface data and enhanced image data to form an integrated image.
- the interactive interface data includes transparency information of the interactive interface.
- the invention also discloses an image processing system, which includes a display module, an image sensor, an image processing chip and a central processing chip provided in a terminal;
- the image processing chip is connected to the display module, the image sensor and the central processing chip, respectively;
- the image sensor collects image data of a shooting object and sends the image data to an image processing chip
- An image sensing processing module of the image processing chip processes the image data to form enhanced image data
- the image processing chip returns the enhanced image data to the central processing chip, the central processing chip records the enhanced image data to a storage device, and the image processing chip sends the enhanced image data To a display module, the display module displays an enhanced image corresponding to the enhanced image data.
- the central processing chip encodes the enhanced image data to form video data, and records the video data to the storage device, or
- the central processing chip compresses the enhanced image data to form a compressed image, and records the compressed image to the storage device.
- the central processing chip sends interactive interface data to the image processing chip
- the image processing chip integrates the interactive interface data and the enhanced image data to form an integrated image.
- the present invention also discloses a computer-readable storage medium on which a computer program is stored.
- a computer program is stored on which a computer program is stored.
- the steps of the image processing method described above are implemented.
- the image preview data will be sent directly to the display screen, which will not be processed by the CPU, reducing the CPU load and speeding up the preview speed;
- FIG. 1 is a schematic structural diagram of a system for realizing captured image processing in the prior art
- FIG. 2 is a schematic structural diagram of a system for realizing captured image processing in the prior art
- FIG. 3 is a schematic flowchart of an image processing method according to an embodiment of the present invention.
- FIG. 4 is a schematic flowchart of an image processing method according to the first preferred embodiment of the present invention.
- FIG. 5 is a schematic flowchart of an image processing method according to a second preferred embodiment of the present invention.
- FIG. 6 is a schematic flowchart of an image processing method according to a third preferred embodiment of the present invention.
- FIG. 7 is a schematic structural diagram of an image processing system according to a preferred embodiment of the present invention.
- first, second, third, etc. may be used in this disclosure to describe various information, such information should not be limited to these terms. These terms are only used to distinguish the same type of information from each other.
- first information may also be referred to as the second information, and similarly, the second information may also be referred to as the first information.
- word “if” as used herein can be interpreted as “at” or “when” or “in response to a determination”
- the image processing method includes the following steps:
- the image sensor collects image data of the shooting object
- an image sensor such as a photographing camera module, a lens module, a prism module, etc. is used to perform image acquisition such as shooting, video recording, recording motion frames, etc. on a photographic object, thereby forming original image data .
- the image data collected may be unmodified image data without any modification, or it may have been subjected to beauty, cropping, optimization, rendering, etc. Image data for initial processing. Regardless of whether the image data in this step has been processed, it will be further optimized in the subsequent steps.
- the image sensor sends the image data to the image processing chip, and the image sensing processing module of the image processing chip processes the image data to form enhanced image data
- the image data formed in step S100 is sent by the image sensor to an image processing chip (IPIC) electrically connected to the image sensor.
- IPIC image processing chip
- the electrical connection between the image sensor and the image processing chip may be integrated on the same printed circuit board.
- the two independent image sensing modules and image processing modules may also be two independent devices connected by wires, or two independent devices arranged in the same local area network or wirelessly connected to each other.
- the image processing chip IPIC After receiving the image data, the image processing chip IPIC performs preprocessing such as black correction, dead pixel correction, denoising, lens correction, RAW data processing, and image enhancement to form an enhanced image data.
- the enhanced image data can be optimized for different degrees of image based on the different processing capabilities of the image processing chip IPIC.
- the image processing chip operates independently of any other modules, modules, units, and devices, and operates independently. Optimizing the processing of image data in this way can reduce the load pressure of image processing functions on other devices on the one hand, and on the other hand can be used exclusively for integrated devices that do not castrate some functions on the image processing to increase the efficiency and effect of image processing.
- the image processing chip returns the enhanced image data to a central processing chip in a smart terminal, and the central processing chip records the enhanced image data to a storage device
- the enhanced image data formed after processing is returned from the image processing chip to a central processing chip (CPU or AP side).
- the central processing chip is set in a smart terminal, and the image processing chip is externally connected to the central processing chip, or it can be set in the same smart terminal, but it is set separately from the central processing chip, and the two are distributed design.
- the image processing chip and the central processing chip may be designed on the same printed circuit board (but not integrated), or the image processing chip and the central processing chip may be connected through a wire, or may be wirelessly connected through mutually supported wireless protocols. Separate the central processing chip from the image processing chip.
- the central processing chip can centrally process the instructions of each component in the smart terminal and issue them. For the image processing function, the central processing chip is divided into separate external image processing chips.
- the central processing chip After the central processing chip receives the enhanced image data, it records the enhanced image data to a storage device, such as the memory of the smart terminal, the external storage device of the smart terminal (U disk, mobile hard disk, other devices connected to OTG, etc.). In this step, in order to store the processed enhanced image data, the central processing chip executes a forwarding recording action, and does not make any changes to the enhanced image data itself, reducing the operating load of the central processing chip.
- a storage device such as the memory of the smart terminal, the external storage device of the smart terminal (U disk, mobile hard disk, other devices connected to OTG, etc.
- the image processing chip sends the enhanced image data to a display module, and the display module displays the enhanced image corresponding to the enhanced image data.
- Step S400 and step S300 can be performed synchronously or asynchronously, that is, at any time such as when the central processing chip records the enhanced image data to the storage device, before or after, the image processing chip sends the enhanced image data to a display module, specifically as intelligent Display modules such as display screens and touch screens installed on the terminal receive and display enhanced images corresponding to the enhanced image data, that is, intelligent optimization, rendering, color temperature, fill light, AR enhancement based on the initial image data , Information recognition, beauty, cropping and other image processing enhanced image formed.
- a display module specifically as intelligent Display modules such as display screens and touch screens installed on the terminal receive and display enhanced images corresponding to the enhanced image data, that is, intelligent optimization, rendering, color temperature, fill light, AR enhancement based on the initial image data , Information recognition, beauty, cropping and other image processing enhanced image formed.
- the above-mentioned separate image processing chip is used to enhance the image, and the processed enhanced images are directly sent to the display module for display and all the way to the storage device for storage to improve the transmission speed of the processed images and the loading on the user side. And display speed. In addition, it can also improve the effects of the camera module in previewing, taking pictures, and recording, and improve the recording effect of fast motion pictures.
- step S200 includes:
- the image sensor sends the image data to the image processing chip through the camera interface
- the image sensor sends the image data to the image processing chip through the camera interface CAMIF.
- CAMIF is the first part of the video front-end (VFE) hardware. The main task is to synchronize the line and field synchronization signals involved in the process of the sensor sending data. It also has image extraction and image mirroring capabilities. In order to accurately synchronize with the external camera sensor, the CAMIF hardware must provide two programmable interrupt lines, one to control the opening of the shutter and the other to control the flash.
- CAMIF hardware input devices include PCLK, HSYNC, VSYNC, a pixel enable gate, and a 12-bit data line. The input interface type is controlled by adsp.
- the CAMIF module At power-on, the CAMIF module is closed and will not capture data until the adsp setting is enabled to enable data capture.
- CAMIF waits until the beginning of the next frame to start collecting data.
- adps is set to disable, CAMIF will stop working when the next frame of data is sent to ensure that everything is done.
- CAMIF hardware provides the function of resampling camera and sensor data. Before CAMIF output data, adsp can independently control whether the complete output image or sub-sampling.
- S220 The image sensing module of the image processing chip processes the image data to form enhanced image data.
- the image processing chip processes the image data or enhanced image data differently. Specifically, it will be described in detail through the following descriptions of different embodiments.
- step S300 includes:
- the image processing chip returns the enhanced image data to a central processing chip in a smart terminal
- the image sensor processing module ISP of the image processing chip IPIC will preprocess the image as described above. After the preprocessing is completed, the preprocessed image data will be sent to the image processing unit IPU of the image processing chip IPIC for image enhancement. The enhanced image data formed after the image enhancement processing is completed will be transmitted back to the central processing chip.
- S320 The central processing chip encodes the enhanced image data to form video data
- the central processing chip After the central processing chip receives the enhanced image data, it performs video encoding.
- the encoding protocol can be ITU H.261, H.263, M-JPEG of the Moving Picture Experts Group, and MPEG series standards of the International Organization for Standardization Moving Picture Experts Group. Etc.
- Video data is formed after encoding. Because the video data is based on the enhanced image data formed by the image processing chip, each frame of the formed video data is a picture frame that has been optimized, and the video data after the synthesis of each frame is more colorful on the screen sense.
- the central processing chip records video data to a storage device.
- the final video data is recorded by the central processing chip to a storage device for storage and subsequent recall.
- the IPU is connected to the display module in another way. Specifically, the enhanced image is sent to the data processing unit DPU.
- the DPU adds transparency to the interactive interface and sends it to the display module to load and display.
- the first embodiment is an application that uses a camera component or a camera module for video shooting based on the technical solution of the present invention.
- An external storage interface (USB, TF, etc.) is added through the image processing chip, which can be directly stored in the storage outside the image processing chip when recording. On the device.
- step S300 includes:
- the image processing chip returns the enhanced image data to a central processing chip in a smart terminal
- the image sensor processing module ISP of the image processing chip IPIC will preprocess the image as described above. After the preprocessing is completed, the preprocessed image data will be sent to the image processing chip IPIC's image processing.
- the unit IPU performs image enhancement, and the enhanced image data formed after the image enhancement processing is completed will be transmitted back to the central processing chip.
- the central processing chip compresses the enhanced image data to form a compressed image
- the central processing chip will compress the enhanced image data, such as a jpeg encoder jpeg encoder, to form a compressed image.
- the JPEG encoding process first needs to convert the RGB format in the enhanced image data to YUV format.
- RGB red, green, blue
- RGB red, green, blue
- RGB space uses RGB space to save the image.
- a pixel is 24 bits, and a color intensity (0-255) is stored every 8 bits. For example, red is stored as 0xFF0000.
- YUV is a color coding method adopted by the European television system, and this method is also commonly used in China's radio and television.
- Y represents the brightness (Luminance or Luma), which is the grayscale value
- YUV space in color TVs is precisely to solve the compatibility problem between color TVs and black and white TVs with the luminance signal Y, so that black and white TVs can also receive color TV signals.
- RGB 0.299R + 0.587G + 0.114B
- U -0.147R-0.289G + 0.436B
- V 0.615R-0.515G-0.100B
- R Y + 1.14 V
- G Y-0.39U-0.58V
- B Y + 2.03U.
- DCT discrete cosine transform
- Discrete cosine transform is a transform coding method commonly used for digital rate compression. The Fourier transform of any continuous real symmetric function contains only the cosine term, so the cosine transform has the same clear physical meaning as the Fourier transform.
- DCT first divides the overall image into N * N pixel blocks, and then performs DCT transformation on the N * N pixel blocks one by one. Because the high-frequency components of most images are small, the coefficients corresponding to the high-frequency components of the images are often zero, and the human eye is less sensitive to distortion of high-frequency components, so coarser quantization can be used. Therefore, the bit rate for transmitting the transform coefficients is much smaller than the bit rate used for transmitting image pixels. After arriving at the receiving end, the samples are returned to the samples through the inverse discrete cosine transform. Although there will be some distortion, the human eye is acceptable.
- E (n) is a basis
- C (n) is the DCT coefficient
- F (n) is the image signal.
- any image block can be represented as a combination of 64 coefficients of different sizes. Since the basic image is equivalent to a single coefficient in the transform domain, any pixel can also be regarded as a combination of 64 basic images with different amplitudes. This has the same physical meaning as any combination of signals that can be broken down into fundamental waves and harmonics of different amplitudes.
- the quantization process is a process of discretizing the amplitude of a signal. The discrete signal becomes a digital signal after quantization. Because HVS is more sensitive to low-frequency signals, a relatively short quantization step size is used for the low-frequency part of the signal, and a relatively long quantization step size is used for the high-frequency part of the signal.
- run-length coding refers to that a code can simultaneously represent the value of the code and a few zeros in front of it.
- Z-shaped readout there are more chances of continuous zeros. Especially at the end, if it is all zero, after reading the last number, just give "end of block” (EOB) code, you can end the output, thus saving a lot of code rates.
- the central processing chip records the compressed image to a storage device
- the final compressed image is recorded by the central processing chip into a storage device and stored for subsequent recall.
- the second embodiment is an application that uses a camera component or a camera module to perform image shooting and photography based on the technical solution of the present invention.
- An external storage interface (USB, TF, etc.) is added through the image processing chip, and the image can be stored directly outside the image processing chip. Storage device.
- step S300 includes:
- the central processing chip After the central processing chip is connected to the image processing chip, the central processing chip sends pre-configured interactive interface GUI data of the preview interface for image preview to the image processing chip through the DSI interface.
- DSI defines a high-speed serial interface between the processor and the display module. It consists of four layers, the PHY layer, Lane management layer, Low level Protocol layer, and Application layer, which correspond to the D-PHY, DSI, and DCS specifications, respectively.
- the PHY defines the transmission medium, input / output circuits, and clock and signal mechanisms.
- the Lane Management layer sends and collects data streams to each lane.
- the Low Level protocol layer defines how to frame and analyze, and detects errors.
- the Application layer describes The high-level layer encodes and parses the data stream, and the interactive interface data includes transparency information of the interactive interface, that is, Alpha information.
- the image processing chip integrates the interactive interface data with the enhanced image data through Alpha Blending, so that the enhanced image is displayed on the interactive interface as a display interface, that is, an integrated image is displayed.
- the integrated image will be sent to the display module via the DPU for display.
- the third embodiment is an application that provides a preview function to a user when an image is captured using a camera component or a camera module based on the technical solution of the present invention, and provides a user with a more acceptable and habitual visual perception through cooperation with an interactive interface.
- the present invention also discloses an image processing system including a display module, an image sensor, an image processing chip, and a central processing chip provided in a terminal; the image processing chip is separately from the display module, the image sensor, and the central processing chip. Connection; the image sensor collects the image data of the subject and sends it to the image processing chip; the image sensor processing module of the image processing chip processes the image data to form enhanced image data; the image processing chip returns the enhanced image data to the central processing chip The central processing chip records the enhanced image data to a storage device, and the image processing chip sends the enhanced image data to a display module, and the display module displays the enhanced image corresponding to the enhanced image data.
- the image processing system can also perform corresponding operation processes on applications such as video shooting, picture display, photo preview, etc. required by the image sensor.
- the central processing chip encodes the enhanced image data to form video data and records the video data to a storage device, or the central processing chip compresses the enhanced image data to form a compressed image and records the compressed image to the storage device; or the central processing The chip sends interactive interface data to the image processing chip; the image processing chip integrates the interactive interface data and enhanced image data to form an integrated image.
- a computer-readable storage medium may be installed in the smart terminal, and a computer program is stored thereon, and when the computer program is executed by a processor, the steps of the image processing method as described above are implemented.
- Smart terminals can be implemented in various forms.
- the terminals described in the present invention may include smart terminals such as mobile phones, smart phones, notebook computers, PDAs (personal digital assistants), PADs (tablets), PMPs (portable multimedia players), navigation devices, and the like as well as Fixed terminal for digital TV, desktop computer, etc.
- the terminal is a smart terminal.
- the configuration according to the embodiment of the present invention can be applied to a terminal of a fixed type, in addition to an element particularly used for mobile purposes.
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Claims (10)
- 一种图像处理方法,其特征在于,包括以下步骤:S100:图像传感器采集拍摄对象的图像数据;S200:图像传感器将所述图像数据发送至图像处理芯片,由所述图像处理芯片的图像传感处理模块对所述图像数据进行处理,形成增强图像数据;S300:所述图像处理芯片将所述增强图像数据回传至一智能终端内的中央处理芯片,由所述中央处理芯片记录所述增强图像数据至一存储设备;S400:所述图像处理芯片将所述增强图像数据发送至一显示模块,由所述显示模块显示对应所述增强图像数据的增强图像。
- 如权利要求1所述的图像处理方法,其特征在于,所述步骤S200包括:S210:图像传感器通过摄像接口将所述图像数据发送至图像处理芯片;S220:所述图像处理芯片的图像传感模块对所述图像数据处理,形成增强图像数据。
- 如权利要求2所述的图像处理方法,其特征在于,所述步骤S300包括:S310:所述图像处理芯片将所述增强图像数据回传至一智能终端内的中央处理芯片;S320:所述中央处理芯片对所述增强图像数据进行编码,形成视频数据;S330:所述中央处理芯片记录视频数据至所述存储设备。
- 如权利要求2所述的图像处理方法,其特征在于,所述步骤S300包括:S310’:所述图像处理芯片将所述增强图像数据回传至一智能终端内的中央处理芯片;S320’:所述中央处理芯片对所述增强图像数据进行压缩,形成压缩图像;S330’:所述中央处理芯片记录压缩图像至所述存储设备。
- 如权利要求2所述的图像处理方法,其特征在于,所述步骤S300包括:S310”:所述中央处理芯片发送交互界面数据至所述图像处理芯片;S320”:所述图像处理芯片整合所述交互界面数据及增强图像数据,形成整合图像。
- 如权利要求6所述的图像处理方法,其特征在于,所述交互界面数据包括交互界面的透明度信息。
- 一种图像处理系统,其特征在于,包括设于一终端内的显示模块、图像传感器、图像 处理芯片及中央处理芯片;所述图像处理芯片分别与所述显示模块、图像传感器及中央处理芯片连接;所述图像传感器采集拍摄对象的图像数据并发送至图像处理芯片;所述图像处理芯片的图像传感处理模块对所述图像数据进行处理,形成增强图像数据;所述图像处理芯片将所述增强图像数据回传至所述中央处理芯片,由所述中央处理芯片记录所述增强图像数据至一存储设备,且所述图像处理芯片将所述增强图像数据发送至一显示模块,由所述显示模块显示对应所述增强图像数据的增强图像。
- 如权利要求7所述的图像处理系统,其特征在于,所述中央处理芯片对所述增强图像数据进行编码,形成视频数据,并记录视频数据至所述存储设备,或所述中央处理芯片对所述增强图像数据进行压缩,形成压缩图像,并记录压缩图像至所述存储设备。
- 如权利要求7所述的图像处理系统,其特征在于,所述中央处理芯片发送交互界面数据至所述图像处理芯片;所述图像处理芯片整合所述交互界面数据及增强图像数据,形成整合图像。
- 一种计算机可读存储介质,其上存储有计算机程序,其特征在于,所述计算机程序被处理器执行时实现如权利要求1-6任一项所述的图像处理方法的步骤。
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