Title :
Fast stereovision with subpixel-precision
Author_Institution :
Inst. of Theor. Neurophys., Bremen Univ., Germany
Abstract :
A fast stereo algorithm based on aliasing effects of simple disparity estimators within a coherence detection scheme is presented. The algorithm calculates dense disparity maps with subpixel-precision by performing local spatial filter operations and simple arithmetic transformations. Performance similar to classical area-based approaches is achieved, but without the complicated hierarchical search structure typical for these approaches. The algorithm is completely parallel; the disparity valves are calculated independently for each pixel. In addition, local validation counts for the disparity estimates and a fused cyclopean view of the scene are available within the proposed network structure for coherence-based stereo
Keywords :
computer vision; stereo image processing; aliasing effects; coherence-based stereo; cyclopean view; dense disparity maps; spatial filter operations; stereo algorithm; subpixel-precision; Arithmetic; Computer networks; Extraterrestrial measurements; Frequency estimation; Humans; Image converters; Iterative algorithms; Layout; Spatial filters; Visual system;
Conference_Titel :
Computer Vision, 1998. Sixth International Conference on
Conference_Location :
Bombay
Print_ISBN :
81-7319-221-9
DOI :
10.1109/ICCV.1998.710842