Title :
Integration of range images in a multi-view stereo system
Author :
Ju, Xiangyang ; Boyling, Tim ; Siebert, J. Paul ; McFarlane, Nigel ; Wu, Jiahua ; Tillett, Robin
Author_Institution :
Dept. of Com. Sci., Glasgow Univ., UK
Abstract :
A novel method for integrating multiple range images in a multi-view stereo imaging system is presented here. Due to self-occlusion an individual range image provides only a partial model of an object surface. Therefore multiple range images from differing viewpoints must be captured and merged to extend the surface area that can be captured. In our approach range images are decomposed into subset patches and then evaluated in a "confidence competition". Redundant patches are removed whilst winning patches are merged to complete a single plausible mesh that represents the acquired object surface.
Keywords :
computer graphics; image registration; multidimensional signal processing; photogrammetry; stereo image processing; 3D stereo photogrammetry; image integration process; multiple range images; multiview stereo system; self-occlusion; subset patches; Cameras; Image matching; Image registration; Image resolution; Measurement techniques; Merging; Noise level; Shape; Surface reconstruction; Surface treatment;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1333758