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自动校准光度计

Self-calibrating Photometric Stereo
课程网址: http://videolectures.net/cvpr2010_matsushita_scps/  
主讲教师: Yasuyuki Matsushita
开课单位: 微软公司
开课时间: 2010-07-09
课程语种: 英语
中文简介:
我们提出了一种自校准光度立体声方法。从一组不同未知光照条件下从固定角度拍摄的图像出发, 自动确定辐射响应函数, 解决了估计精确表面法线的广义基础浮雕模糊问题。反照率。我们展示了从跨图像的注册像素中获得的颜色和强度分布, 作为解决这两个校准问题的有效线索。因此, 我们开发了一种完整的光度立体自动标定方法。该方法在许多难以校准的实际情况中非常有用。实验结果验证了该方法在各种实际场景中的准确性。
课程简介: We present a self-calibrating photometric stereo method. From a set of images taken from a fixed viewpoint under different and unknown lighting conditions, our method automatically determines a radiometric response function and resolves the generalized bas-relief ambiguity for estimating accurate surface normals and albedos. We show that color and intensity profiles, which are obtained from registered pixels across images, serve as effective cues for addressing these two calibration problems. As a result, we develop a complete auto-calibration method for photometric stereo. The proposed method is useful in many practical scenarios where calibrations are difficult. Experimental results validate the accuracy of the proposed method using various real-world scenes.
关 键 词: 计算机科学; 计算机视觉; 从X形
课程来源: 视频讲座网
最后编审: 2020-06-12:yumf
阅读次数: 209