Presentation 2008-05-23
Feature Extraction from Stereo Images by FPGA-Based Stream Processing
Shinsuke NINO, Hidenori MATSUBAYASHI, Yuichiro SHIBATA, Tsuyoshi HAMADA, Kiyoshi OGURI,
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Abstract(in English) Real-time stereo matching on embedded systems is an interesting and challenging task in robot vision since extraction and matching of corresponding points in stereo images tend to be time consuming. This paper proposes a novel approach of fast feature extraction and stereo matching using FPGA-based stream processing with motor controlled cameras. Empirical evaluation results show the proposed approach effectively extracts features from stereo images with noises of 70% by appropriate parameter setting.
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Keyword(in English) stereo matching / feature extraction / stream processing / correlation / robot vision / FPGA
Paper # RECONF2008-13
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Conference Information
Committee RECONF
Conference Date 2008/5/15(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
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Title (in English) Feature Extraction from Stereo Images by FPGA-Based Stream Processing
Sub Title (in English)
Keyword(1) stereo matching
Keyword(2) feature extraction
Keyword(3) stream processing
Keyword(4) correlation
Keyword(5) robot vision
Keyword(6) FPGA
1st Author's Name Shinsuke NINO
1st Author's Affiliation Graduate School of Science and Technology, Nagasaki University()
2nd Author's Name Hidenori MATSUBAYASHI
2nd Author's Affiliation Graduate School of Science and Technology, Nagasaki University
3rd Author's Name Yuichiro SHIBATA
3rd Author's Affiliation Faculty of Engineering, Nagasaki University
4th Author's Name Tsuyoshi HAMADA
4th Author's Affiliation Faculty of Engineering, Nagasaki University
5th Author's Name Kiyoshi OGURI
5th Author's Affiliation Faculty of Engineering, Nagasaki University
Date 2008-05-23
Paper # RECONF2008-13
Volume (vol) vol.108
Number (no) 48
Page pp.pp.-
#Pages 6
Date of Issue