Title :
A linear generalized Hough transform and its parallel implementation
Author :
Li, Z.N. ; Yao, B.G. ; Tong, F.
Author_Institution :
Sch. of Comput. Sci., Simon Fraser Univ., Burnaby, BC, Canada
Abstract :
A linear generalized Hough transform (LIGHT) in which a linear numeric pattern is used to replace the single peak in the original generalized Hough transform (GHT) is presented. The LIGHT is more capable of detecting partially occluded objects. Moreover, it is well-suited for parallelization, especially on SIMD array processors. Several sequential and parallel LIGHT algorithms have been developed. Preliminary results for parallel implementation were obtained from and SIMD one-dimensional array processor (the AIS-4000 vision processor with 512 processing elements)
Keywords :
parallel algorithms; pattern recognition; picture processing; transforms; AIS-4000 vision processor; SIMD array processors; linear generalized Hough transform; linear numeric pattern; parallel implementation; partially occluded objects; Image edge detection; Object detection; Object recognition; Parallel algorithms; Pattern matching; Shape; Voting;
Conference_Titel :
Computer Vision and Pattern Recognition, 1991. Proceedings CVPR '91., IEEE Computer Society Conference on
Conference_Location :
Maui, HI
Print_ISBN :
0-8186-2148-6
DOI :
10.1109/CVPR.1991.139776