A fast efficient parallel hough transform algorithm on LARPBS

被引:8
作者
Chen, L [1 ]
Chen, HJ
Pan, Y
Chen, YX
机构
[1] Yangzhou Univ, Dept Comp Sci, Yangzhou 225009, Peoples R China
[2] Georgia State Univ, Dept Comp Sci, Atlanta, GA 30303 USA
[3] Univ Illinois, Dept Comp Sci, Urbana, IL 61801 USA
关键词
LARPBS model; Hough transform; parallel algorithm;
D O I
10.1023/B:SUPE.0000026850.06646.3c
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
A parallel algorithm for Hough transform on a linear array with reconfigurable pipeline bus system (LARPBS) is presented. Suppose the number of theta-values to be considered is m, for an image with n x n pixels, the algorithm can complete Hough transform in O(1) time using mn(2) processors and achieve optimal speed and efficiency. We also illustrate how to partition data and perform the algorithm on a LARPBS with fewer than mn(2) processors, and hence show that the algorithm is highly scalable.
引用
收藏
页码:185 / 195
页数:11
相关论文
共 16 条
[1]  
[Anonymous], PARALLEL COMPUTING U
[2]   HOUGH TRANSFORM ON RECONFIGURABLE MESHES [J].
CHUNG, KL ;
LIN, HY .
COMPUTER VISION AND IMAGE UNDERSTANDING, 1995, 61 (02) :278-284
[3]   COMPUTING THE HOUGH TRANSFORM ON A SCAN LINE ARRAY PROCESSOR [J].
FISHER, AL ;
HIGHNAM, PT .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1989, 11 (03) :262-265
[4]  
IBRAHIM HAH, 1985, P IEEE COMPUT VISION, P387
[5]   AN O(LOG-N) PYRAMID HOUGH TRANSFORM [J].
JOLION, JM ;
ROSENFELD, A .
PATTERN RECOGNITION LETTERS, 1989, 9 (05) :343-349
[6]   AN O(1) TIME ALGORITHMS FOR COMPUTING HISTOGRAM AND HOUGH TRANSFORM ON A CROSS-BRIDGE RECONFIGURABLE ARRAY OF PROCESSORS [J].
KAO, TW ;
HORNG, SJ ;
WANG, YL .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1995, 25 (04) :681-687
[7]  
LEI X, 1993, CVGIP-IMAG UNDERSTAN, V57, P131
[8]  
LI K, 1998, PARALLEL COMPUTING U
[9]   CONSTANT-TIME HOUGH TRANSFORM ON THE PROCESSOR ARRAYS WITH RECONFIGURABLE BUS SYSTEMS [J].
LIN, SS .
COMPUTING, 1994, 52 (01) :1-15
[10]   Constant time algorithm for computing the Hough transform on a reconfigurable mesh [J].
Merry, MS ;
Baker, JW .
IMAGE AND VISION COMPUTING, 1996, 14 (01) :35-37