DocumentCode
156608
Title
VLSI implementations of stereo matching using Dynamic Programming
Author
Shen-Fu Hsiao ; Wen-Ling Wang ; Po-Sheng Wu
Author_Institution
Dept. of Comput. Sci. & Eng., Nat. Sun Yat-Sen Univ., Kaohsiung, Taiwan
fYear
2014
fDate
28-30 April 2014
Firstpage
1
Lastpage
4
Abstract
Dynamic Programming (DP)-based stereo matching consists of three major parts: matching cost computation (M.C.C.), minimum cost accumulation (M.C.A.), and disparity optimization (D.O.). This paper presents two architectures of implementations: array-based and memory-based. The array-based implementation is a systolic-like design consisting of regularly connected processing elements (PEs). The memory-based design replaces most of the PEs by memory units in order to reduce area cost. Both architectures adopt the concept of double buffer designs in order to process contiguous images. Experimental results show that the proposed design can achieve real-time processing speed at reasonable area cost.
Keywords
VLSI; dynamic programming; image matching; stereo image processing; VLSI; array-based design; disparity optimization; double buffer designs; dynamic programming; matching cost computation; memory-based design; minimum cost accumulation; stereo matching; Arrays; Dynamic programming; Heuristic algorithms; Optimization; Registers; Timing; depth map; disparity; dynamic programming; stereo correspondence; stereo matching; stereo vision;
fLanguage
English
Publisher
ieee
Conference_Titel
VLSI Design, Automation and Test (VLSI-DAT), 2014 International Symposium on
Conference_Location
Hsinchu
Type
conf
DOI
10.1109/VLSI-DAT.2014.6834899
Filename
6834899
Link To Document