Title :
An efficient hardware architecture for stereo disparity estimation
Author :
Joseph, Friedel ; Francis, Kiran ; Hore, Alain ; Roy, Sandip ; Josephine, S. ; Paily, Roy P.
Author_Institution :
IIT Guwahati, Guwahati, India
Abstract :
This paper presents an architecture for disparity estimation in real time which is designed to be used in a blind navigation assistance system. A highly pipelined hardware prototype has been designed and verified. Sum of Absolute Difference (SAD) algorithm is chosen as the cost function in the proposed architecture. The major design consideration is efficient hardware utilization and high throughput. This system is designed to support video resolutions upto 2048 × 2048 at high frame rates. The performance evaluation shows very low latency even at low processing frequency.
Keywords :
handicapped aids; image resolution; stereo image processing; video signal processing; SAD algorithm; blind navigation assistance system; cost function; hardware architecture; high frame rates; low latency; low processing frequency; performance evaluation; pipelined hardware prototype; stereo disparity estimation; sum of absolute difference algorithm; video resolutions; Algorithm design and analysis; Computer architecture; Estimation; Field programmable gate arrays; Hardware; Pipelines; Stereo vision;
Conference_Titel :
VLSI Design and Test, 18th International Symposium on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4799-5088-1
DOI :
10.1109/ISVDAT.2014.6881049