Title :
Scattering Parameters and Surface Normals from Homogeneous Translucent Materials Using Photometric Stereo
Author :
Bo Dong ; Moore, Kathleen D. ; Weiyi Zhang ; Peers, Pieter
Abstract :
This paper proposes a novel photometric stereo solution to jointly estimate surface normals and scattering parameters from a globally planar, homogeneous, translucent object. Similar to classic photometric stereo, our method only requires as few as three observations of the translucent object under directional lighting. Naively applying classic photometric stereo results in blurred photometric normals. We develop a novel blind deconvolution algorithm based on inverse rendering for recovering the sharp surface normals and the material properties. We demonstrate our method on a variety of translucent objects.
Keywords :
S-parameters; blind source separation; deconvolution; lighting; photometry; stereo image processing; blind deconvolution algorithm; blurred photometric normal; classic photometric stereo; directional lighting; homogeneous translucent materials; inverse rendering; material property; photometric stereo solution; scattering parameter; sharp surface normal; surface normal estimation; surface normals; translucent objects; Deconvolution; Function approximation; Lighting; Materials; Optimization; Scattering; Stereo vision; photometric stereo; subsurface scattering;
Conference_Titel :
Computer Vision and Pattern Recognition (CVPR), 2014 IEEE Conference on
Conference_Location :
Columbus, OH
DOI :
10.1109/CVPR.2014.294