CN104486603A - Multi-projection color correcting method based on HDR (high dynamic range) imaging - Google Patents

Multi-projection color correcting method based on HDR (high dynamic range) imaging Download PDF

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CN104486603A
CN104486603A CN201410669501.9A CN201410669501A CN104486603A CN 104486603 A CN104486603 A CN 104486603A CN 201410669501 A CN201410669501 A CN 201410669501A CN 104486603 A CN104486603 A CN 104486603A
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brightness
projector
camera
image
color
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刘越
陈锋
杨涛
李翔
刘万奎
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Beijing Institute of Technology BIT
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Abstract

本发明提出了一种基于HDR成像的颜色校正方法,使用一台商用相机对系统进行颜色校正,通过恢复相机各通道的亮度相应曲线让相机成为系统中的反馈设备,用于恢复各投影机通道的亮度相应曲线。然后建立公共的颜色区间,将各投影机的颜色映射到此区间内。同时,通过对目标图像进行自适应调整,尽可能提高系统的动态范围,保证系统亮度校正精度的同时提高画面质量。经过校正后,多台投影机可以共同合作投影出一幅完整统一的画面中。

The present invention proposes a color correction method based on HDR imaging. A commercial camera is used to perform color correction on the system, and the camera becomes a feedback device in the system by restoring the brightness corresponding curves of each channel of the camera to restore the channels of each projector. The brightness response curve of . Then establish a common color interval, and map the colors of each projector into this interval. At the same time, by adaptively adjusting the target image, the dynamic range of the system can be improved as much as possible, and the picture quality can be improved while ensuring the brightness correction accuracy of the system. After calibration, multiple projectors can work together to project a complete and unified picture.

Description

一种基于HDR成像的多投影颜色校正方法A multi-projection color correction method based on HDR imaging

技术领域technical field

本技术属于投影拼接显示技术领域,具体涉及到多投影拼接系统的颜色校正技术。The technology belongs to the technical field of projection mosaic display, and specifically relates to the color correction technology of a multi-projection mosaic system.

背景技术Background technique

随着人们对视觉体验要求的不断地提升以及工程投影技术的进步,多通道投影技术在大型活动、展览展示、新产品发布等领域得到了广泛的应用。在多通道投影系统中,由于不同投影机间的颜色差异以及投影区域的重叠等情况造成系统画面在颜色上的偏差,消除这些偏差,让多台投影机共同显示一幅完整统一的图像是多投影机系统的最终目标。With the continuous improvement of people's requirements for visual experience and the advancement of engineering projection technology, multi-channel projection technology has been widely used in large-scale events, exhibitions, new product launches and other fields. In a multi-channel projection system, due to the color difference between different projectors and the overlapping of projection areas, etc., the color deviation of the system screen is caused. Eliminating these deviations and allowing multiple projectors to jointly display a complete and unified image is more important. The ultimate goal of the projector system.

传统方法通过手动调整投影机颜色通道或者采用昂贵的光学仪器来分析投影机的输出光线等手段对系统的颜色进行校正,前者需要消耗大量人力,后者操作复杂并提高了系统造价。The traditional method corrects the color of the system by manually adjusting the color channel of the projector or using expensive optical instruments to analyze the output light of the projector. The former requires a lot of manpower, and the latter is complicated to operate and increases the system cost.

发明内容Contents of the invention

本发明提供一种基于HDR成像的多投影颜色校正方法,通过对目标图像进行自适应调整,尽可能提高系统的动态范围,保证系统亮度校正精度的同时提高画面质量。The present invention provides a multi-projection color correction method based on HDR imaging, which improves the dynamic range of the system as much as possible through self-adaptive adjustment of the target image, ensures the brightness correction accuracy of the system, and improves the picture quality at the same time.

本发明是通过以下技术方案实现:The present invention is realized through the following technical solutions:

一种基于HDR成像的多投影颜色校正方法,包括以下步骤:A multi-projection color correction method based on HDR imaging, comprising the following steps:

步骤一、根据不同的应用场合求取摄像机与投影机像素间的几何映射关系,建立几何映射表;Step 1. According to different application occasions, the geometric mapping relationship between the camera and the projector pixels is obtained, and a geometric mapping table is established;

步骤二、让投影机投影一幅包含0-255输入值的红色图像,通过摄像机拍摄,相机光圈固定,在不同曝光条件下拍摄图像;Step 2. Let the projector project a red image containing an input value of 0-255, and shoot it through a camera with a fixed aperture, and shoot images under different exposure conditions;

步骤三、对步骤二所述的拍摄图像进行平滑处理,取不同亮度的中心区域,求其平均值,作为对应于此亮度的相机输出值;Step 3, smoothing the photographed image described in step 2, taking the central areas of different brightness, and finding the average value, as the camera output value corresponding to this brightness;

步骤四、使用步骤三中计算出的各个相机输出值,结合曝光时间,通过最优化方法求解出相机红色通道的亮度相应曲线;Step 4. Use the output values of each camera calculated in step 3, combined with the exposure time, to solve the brightness corresponding curve of the red channel of the camera through an optimization method;

步骤五、按照步骤二-四的方法求解相机绿色与蓝色通道的亮度相应曲线;Step 5. Solve the brightness corresponding curves of the green and blue channels of the camera according to the method of steps 2-4;

步骤六、投影机的红色通道输出某个红色值,相机选取合适的曝光时间拍摄此图像,逐步提高投影机亮度并拍摄图像;Step 6. The red channel of the projector outputs a certain red value, and the camera selects an appropriate exposure time to capture the image, gradually increasing the brightness of the projector and capturing the image;

步骤七、对于步骤六所述的拍摄图像,求取图像中心区域的平均值,通过曝光时间计算出相对投影亮度,测出所有输出值对应的亮度后,拟合出一条曲线作为投影机亮度响应曲线,使用同样的方法测量出投影机其他通道以及其他投影机的亮度相应曲线;Step 7. For the captured image described in step 6, calculate the average value of the central area of the image, calculate the relative projection brightness through the exposure time, measure the brightness corresponding to all output values, and fit a curve as the brightness response of the projector Curve, use the same method to measure the brightness corresponding curves of other channels of the projector and other projectors;

步骤八、对于每个通道,选取一个每台投影机都能达到的亮度范围,作为公共亮度区间,对于每个投影机颜色通道建立一个颜色查找表;Step 8. For each channel, select a brightness range that each projector can reach as a common brightness range, and establish a color lookup table for each projector color channel;

步骤九、对于相邻投影机间的重叠区域,根据像素距离边缘的距离计算相应的亮度衰减权重蒙版;Step 9. For the overlapping area between adjacent projectors, calculate the corresponding brightness attenuation weight mask according to the distance between the pixel and the edge;

步骤十、将目标图像映射到公共颜色区间中,将几何映射表、颜色查找表以及亮度衰减权重蒙版存储与图形渲染流水线中,通过图像实时流水线实时地根据目标图像来调整投影机各通道的输入值;此时投影出的图像将是一幅没有几何与颜色偏差的图像。Step 10. Map the target image to the common color interval, store the geometric mapping table, color lookup table, and brightness attenuation weight mask in the graphics rendering pipeline, and adjust the color of each channel of the projector according to the target image in real time through the image real-time pipeline. Enter the value; the projected image will be an image without geometric and color deviation.

本发明的有益效果:Beneficial effects of the present invention:

本发明提出了一种基于HDR成像的颜色校正方法,使用一台商用相机对系统进行颜色校正,通过恢复相机各通道的亮度相应曲线让相机成为系统中的反馈设备,用于恢复各投影机通道的亮度相应曲线。然后建立公共的颜色区间,将各投影机的颜色映射到此区间内。同时,通过对目标图像进行自适应调整,尽可能提高系统的动态范围,保证系统亮度校正精度的同时提高画面质量。经过校正后,多台投影机可以共同合作投影出一幅完整统一的画面中。The present invention proposes a color correction method based on HDR imaging. A commercial camera is used to perform color correction on the system. By restoring the brightness corresponding curves of each channel of the camera, the camera becomes a feedback device in the system for restoring each projector channel. The brightness response curve of . Then establish a common color interval, and map the colors of each projector into this interval. At the same time, by adaptively adjusting the target image, the dynamic range of the system can be improved as much as possible, and the picture quality can be improved while ensuring the brightness correction accuracy of the system. After calibration, multiple projectors can work together to project a complete and unified picture.

附图说明Description of drawings

图1是本发明提出的颜色校正的工作流程图。Fig. 1 is a workflow diagram of the color correction proposed by the present invention.

具体实施方式Detailed ways

多投影无缝融合系统中的颜色校正技术主要负责处理投影画面的颜色连续性,对于同一种颜色,显示时不能有可察觉的颜色变化。多投影机显示系统中需要考虑的颜色不连续性同样分为单投影机内部与投影机之间的颜色差异,单个投影机内部的色度变化通常可以忽略,但由于受到镜头渐晕及投影距离的影响,亮度由投影中心向四周逐渐变暗。多投影机间的颜色差异来源于投影机制造过程中无法对色度与亮度进行精确控制,特别是造价相对低廉的普通商用投影机,同一型号的投影机间都有可察觉的颜色差异。投影机之间的重叠区域亮度明显高于其他区域,也是我们在颜色校正过程中要解决的主要问题.The color correction technology in the multi-projection seamless fusion system is mainly responsible for processing the color continuity of the projected picture. For the same color, there should be no perceivable color change when displayed. The color discontinuity that needs to be considered in a multi-projector display system is also divided into the color difference between the inside of a single projector and between projectors. The chromaticity change inside a single projector can usually be ignored, but due to lens vignetting and projection distance The brightness is gradually dimmed from the projection center to the surroundings. The color difference between multiple projectors comes from the inability to accurately control the chromaticity and brightness during the manufacturing process of the projectors, especially for ordinary commercial projectors with relatively low manufacturing costs, there are perceivable color differences among projectors of the same model. Areas of overlap between projectors are significantly brighter than other areas and are the main issue we will address during the color correction process.

本发明在具体实施中由4个基本模块组成,其中包括:The present invention is made up of 4 basic modules in concrete implementation, comprises:

(1)几何校正模块:对于平面或近似平面,通过投影棋盘格,获取单应矩阵或者贝塞尔曲面以求取几何映射关系;对于结构相对规则的曲面,通过表面特征点拟合贝塞尔曲面以求取几何映射关系;对于几何形状复杂无规则的表面,通过结构光扫描来求取几何映射关系。(1) Geometric correction module: For a plane or an approximate plane, the homography matrix or Bezier surface is obtained by projecting the checkerboard to obtain the geometric mapping relationship; for a surface with a relatively regular structure, the Bezier is fitted by surface feature points surface to obtain the geometric mapping relationship; for surfaces with complex and irregular geometry, the geometric mapping relationship is obtained by structured light scanning.

(2)相机响应曲线恢复模块:通过投影不同亮度的图案,在不同曝光时间下拍摄投影图案,通过最优化方法来计算不同照度值、曝光值与相机输出值间的关系,恢复相机每个通道的亮度响应曲线。(2) Camera Response Curve Restoration Module: By projecting patterns of different brightness, shooting projection patterns at different exposure times, calculating the relationship between different illuminance values, exposure values and camera output values through optimization methods, and restoring each channel of the camera luminance response curve.

(3)投影机响应曲线恢复模块:使用已经标定过的相机拍摄对应于不同输入值的投影图像,以此计算投影机每个通道的亮度相应曲线。为了确保测量准确性,同时缩短测量时间,对于每台投影机的每个颜色通道,一共投影16幅图像,每幅图像包含四个亮度,取接近投影中心部分的区域,平滑后求取区域平均值以计算对应于该输入值的相对亮度。(3) Projector response curve recovery module: use the calibrated camera to shoot projection images corresponding to different input values, and calculate the brightness corresponding curve of each channel of the projector. In order to ensure the measurement accuracy and shorten the measurement time, for each color channel of each projector, a total of 16 images are projected, each image contains four luminances, the area close to the center of the projection is taken, and the area average is obtained after smoothing value to calculate the relative brightness corresponding to that input value.

(4)投影机各个颜色通道实时映射模块:在得到投影机的亮度响应曲线后,对于每个颜色通道,求取一个公共的颜色范围,保证每个投影机都能够输出该公共区间内的亮度。将目标图像进行自适应调整后,目标颜色值通过存储在图形渲染流水线中的查找表来实时计算出输入亮度。(4) Real-time mapping module for each color channel of the projector: After obtaining the brightness response curve of the projector, for each color channel, a common color range is obtained to ensure that each projector can output the brightness within the common range . After the target image is adaptively adjusted, the target color value is used to calculate the input brightness in real time through a lookup table stored in the graphics rendering pipeline.

基于HDR成像的多通道投影颜色校正技术包括以下几个步骤:The multi-channel projection color correction technology based on HDR imaging includes the following steps:

1、根据不同的应用场合求取摄像机与投影机像素间的几何映射关系。1. Obtain the geometric mapping relationship between the camera and projector pixels according to different application occasions.

2、让投影机的红色通道投影从0-255亮度的图像。通过摄像机拍摄,相机光圈固定,在不同曝光条件下各拍摄五张图像。2. Let the red channel of the projector project images with brightness from 0-255. Captured by a video camera with a fixed aperture, five images were captured each under different exposure conditions.

3、对拍摄图像进行平滑处理,对于同一曝光时间下的图像,取输入相同的亮度部分的中心亮度。3. Perform smoothing processing on the captured image. For the image under the same exposure time, take the center brightness of the input same brightness part.

4、结合曝光时间,使用下面的方程,通过最优化方法求解出相机红色通道的亮度相应曲线,其中Z表示相机输出值,E表示像素单元实际接收到的照度值,t表示曝光时间。4. Combined with the exposure time, use the following equation to solve the brightness corresponding curve of the red channel of the camera through the optimization method, where Z represents the camera output value, E represents the illuminance value actually received by the pixel unit, and t represents the exposure time.

g(Z)ln(E)+lntg(Z) = ln(E)+lnt

5、按照步骤2-4的方法求解相机绿色与蓝色通道的亮度相应曲线。5. Solve the brightness corresponding curves of the green and blue channels of the camera according to the method of steps 2-4.

6、投影机的红色通道输出某个红色值,相机选取合适的曝光时间拍摄此图像,逐步提高投影机亮度并拍摄图像,每个输入值拍摄5幅图像。6. The red channel of the projector outputs a certain red value, and the camera selects an appropriate exposure time to capture this image, gradually increases the brightness of the projector and captures images, and captures 5 images for each input value.

7、取拍摄图像中心区域的值作为,通过曝光时间与相机输出值计算出相对投影亮度。测出所有输出值对应的亮度后,拟合出一条曲线作为投影机亮度响应曲线。使用同样的方法测量出投影机其他通道以及其他投影机的亮度相应曲线。7. Take the value of the center area of the captured image as the value, and calculate the relative projection brightness through the exposure time and the camera output value. After measuring the luminance corresponding to all output values, a curve is fitted as the projector luminance response curve. Use the same method to measure the brightness corresponding curves of other channels of the projector and other projectors.

8、对于每个通道,选取一个每台投影机都能达到的亮度范围,作为公共亮度区间,对于每个投影机颜色通道建立一个查找表。8. For each channel, select a brightness range that each projector can achieve as a common brightness range, and build a lookup table for each projector color channel.

9、对于重叠区域,根据像素距离边缘的距离计算相应的衰减权重蒙版。由于已经求取投影机的亮度响应曲线,此处的衰减权重使用线性衰减方式来计算。9. For overlapping regions, calculate the corresponding attenuation weight mask according to the distance of the pixel from the edge. Since the brightness response curve of the projector has been obtained, the attenuation weight here is calculated using a linear attenuation method.

10、将目标图像映射到公共颜色区间中。将几何映射表、颜色查找表以及边缘衰减蒙版存储与图形渲染流水线中。通过设计好的图像实时流水线实时地根据目标图像来调整投影机各通道的输入值。10. Map the target image into a common color interval. Store geometry maps, color lookup tables, and edge attenuation masks in the graphics rendering pipeline. Through the designed image real-time pipeline, the input value of each channel of the projector is adjusted in real time according to the target image.

虽然参考优选实施例对本发明进行描述,但以上所述实例并不构成本发明保护范围的限定,任何在本发明的精神及原则内的修改、等同替换和改进等,均应包含在本发明的权利要求保护范围内。Although the present invention is described with reference to the preferred embodiments, the above examples do not constitute a limitation of the protection scope of the present invention, and any modifications, equivalent replacements and improvements within the spirit and principles of the present invention should be included in the scope of the present invention. within the scope of the claims.

Claims (3)

1.一种基于HDR成像的多投影颜色校正方法,其特征在于,包括以下步骤:1. A multi-projection color correction method based on HDR imaging, characterized in that, comprising the following steps: 步骤一、根据不同的应用场合求取摄像机与投影机像素间的几何映射关系,建立几何映射表;Step 1. According to different application occasions, the geometric mapping relationship between the camera and the projector pixels is obtained, and a geometric mapping table is established; 步骤二、让投影机投影一幅包含0-255输入值的红色图像,通过摄像机拍摄,相机光圈固定,在不同曝光条件下拍摄图像;Step 2. Let the projector project a red image containing an input value of 0-255, and shoot it through a camera with a fixed aperture, and shoot images under different exposure conditions; 步骤三、对步骤二所述的拍摄图像进行平滑处理,取不同亮度的中心区域,求其平均值,作为对应于此亮度的相机输出值;Step 3, smoothing the photographed image described in step 2, taking the central areas of different brightness, and finding the average value, as the camera output value corresponding to this brightness; 步骤四、使用步骤三中计算出的各个相机输出值,结合曝光时间,通过最优化方法求解出相机红色通道的亮度相应曲线;Step 4. Use the output values of each camera calculated in step 3, combined with the exposure time, to solve the brightness corresponding curve of the red channel of the camera through an optimization method; 步骤五、按照步骤二-四的方法求解相机绿色与蓝色通道的亮度相应曲线;Step 5. Solve the brightness corresponding curves of the green and blue channels of the camera according to the method of steps 2-4; 步骤六、投影机的红色通道输出某个红色值,相机选取合适的曝光时间拍摄此图像,逐步提高投影机亮度并拍摄图像;Step 6. The red channel of the projector outputs a certain red value, and the camera selects an appropriate exposure time to capture the image, gradually increasing the brightness of the projector and capturing the image; 步骤七、对于步骤六所述的拍摄图像,求取图像中心区域的平均值,通过曝光时间计算出相对投影亮度,测出所有输出值对应的亮度后,拟合出一条曲线作为投影机亮度响应曲线,使用同样的方法测量出投影机其他通道以及其他投影机的亮度相应曲线;Step 7. For the captured image described in step 6, calculate the average value of the central area of the image, calculate the relative projection brightness through the exposure time, measure the brightness corresponding to all output values, and fit a curve as the brightness response of the projector Curve, use the same method to measure the brightness corresponding curves of other channels of the projector and other projectors; 步骤八、对于每个通道,选取一个每台投影机都能达到的亮度范围,作为公共亮度区间,对于每个投影机颜色通道建立一个颜色查找表;Step 8. For each channel, select a brightness range that each projector can reach as a common brightness range, and establish a color lookup table for each projector color channel; 步骤九、对于相邻投影机间的重叠区域,根据像素距离边缘的距离计算相应的亮度衰减权重蒙版;Step 9. For the overlapping area between adjacent projectors, calculate the corresponding brightness attenuation weight mask according to the distance between the pixel and the edge; 步骤十、将目标图像映射到公共颜色区间中,将几何映射表、颜色查找表以及亮度衰减权重蒙版存储与图形渲染流水线中,通过图像实时流水线实时地根据目标图像来调整投影机各通道的输入值;此时投影出的图像将是一幅没有几何与颜色偏差的图像。Step 10. Map the target image to the common color interval, store the geometric mapping table, color lookup table, and brightness attenuation weight mask in the graphics rendering pipeline, and adjust the color of each channel of the projector according to the target image in real time through the image real-time pipeline. Enter the value; the projected image will be an image without geometric and color deviation. 2.如权利要求1所述的一种基于HDR成像的多投影颜色校正方法,其特征在于,其中步骤四中求解相机输出值采用以下方法:其中Z表示相机输出值,E表示像素单元实际接收到的照度值,t表示曝光时间2. A multi-projection color correction method based on HDR imaging as claimed in claim 1, wherein the solution of the camera output value in step 4 adopts the following method: wherein Z represents the camera output value, and E represents the pixel unit actually received To the illuminance value, t represents the exposure time g(Z)=ln(E)+lnt。g(Z)=ln(E)+lnt. 3.如权利要求1或2所述的一种基于HDR成像的多投影颜色校正方法,其特征在于,其中每次拍摄图像时拍摄5幅图像。3. A multi-projection color correction method based on HDR imaging according to claim 1 or 2, wherein 5 images are captured each time an image is captured.
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