DocumentCode
1745671
Title
A parallel real time implementation of stereo matching
Author
Jeong, Hong ; Oh, Yuns
Author_Institution
Dept. of Electron. & Comput. Eng., Pohang Univ. of Sci. & Technol., Pohang, South Korea
fYear
2001
fDate
36982
Abstract
We present a VLSI architecture and implementation for a highly parallel trellis-based stereo matching algorithm that has been previously presented by the authors. The algorithm obtains disparity (depth) information from a pair of images and has a complexity of O(N 2) for N pixel scan lines and O(N) operations can be performed in parallel. The architecture consists of a linear array of identical processing elements with only nearest-neighbor communication. The host provides pixel data to each end of the array during the forward iterations and reads the computed disparity during the backward iterations. The design is highly scalable. A 10 processor array that can handle 340 pixel scan lines has been fabricated using a 0.65 μm CMOS process and has achieved 8 Mpixels/s throughput
Keywords
CMOS integrated circuits; VLSI; computational complexity; parallel processing; stereo image processing; CMOS process; VLSI architecture; complexity; computed disparity; linear array; nearest-neighbor communication; parallel real time implementation; stereo matching; Artificial intelligence; Computer architecture; Digital signal processing chips; Field programmable gate arrays; Gold; Navigation; Pixel; Real time systems; Stereo vision; Very large scale integration;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel and Distributed Processing Symposium., Proceedings 15th International
Conference_Location
San Francisco, CA
ISSN
1530-2075
Print_ISBN
0-7695-0990-8
Type
conf
DOI
10.1109/IPDPS.2001.924940
Filename
924940
Link To Document