Title :
Enhancing multiview 3D reconstruction using polarization imaging
Author :
Ozan, S. ; Gumustekin, S.
Abstract :
Performance of stereo imaging methods, which are used to find depth information of a scene, can be adversely affected by surface reflection properties of subjects in the scene and possible change in relative camera and light source positions. In this study a catadioptric multiview imaging system, which is constructed by using planar mirrors, is proposed. Stereo matching problems which are caused by the specular reflections in the scene are highlighted and it is shown that those problems can be significantly alleviated by using polarization images.
Keywords :
image enhancement; image matching; image reconstruction; image sensors; stereo image processing; light source positions; multiview 3D reconstruction; planar mirrors; polarization imaging; relative camera; specular reflections; stereo imaging methods; stereo matching; surface reflection properties; Computer vision; Conferences; Mirrors; Reflection; Signal processing; Stereo vision; catadioptric multiview stereo; polarization images; specular reflection; stereo correspondence problem;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2014 22nd
Conference_Location :
Trabzon
DOI :
10.1109/SIU.2014.6830383