Review of Photometric Compensation in Projection System

Zongxuan Shi, Lipi Niu, Yanming Zhao, Shaobin Li
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Abstract

With the continuous development and advancement of computer vision related technologies and the improvement in projector performance in recent years, people are using projectors more and more widely in various scenarios of life and replacing traditional screens for various natural surfaces. However, when the projection surface is no longer the ideal white projection curtain, the projection effect is often greatly compromised, especially when there is color texture on the projection surface. In order to achieve a good perception of the projected image of some complex scenes, a series of compensation processes are needed for the projected image. This paper reviews the projection compensation techniques based on projector-camera systems that have emerged in recent years such as color mixing matrix, thin plate spline, and deep learning. An experimental comparison of the various compensation techniques is also presented.
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投影系统光度补偿研究进展
近年来,随着计算机视觉相关技术的不断发展和进步以及投影仪性能的不断提高,人们越来越广泛地将投影仪应用于生活的各个场景中,取代传统的屏幕用于各种自然表面。但是,当投影表面不再是理想的白色投影窗帘时,投影效果往往会大打折扣,特别是当投影表面有彩色纹理时。为了使一些复杂场景的投影图像获得良好的感知效果,需要对投影图像进行一系列的补偿处理。本文综述了近年来出现的基于投影-摄像机系统的投影补偿技术,如混色矩阵、薄板样条和深度学习等。并对各种补偿技术进行了实验比较。
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