DocumentCode
3695345
Title
FPGA-based stereo vision system using census transform for autonomous mobile robot
Author
Kaichiro Nakazato;Yasufumi Touma;Hayato Hagiwara;Kenichi Asami;Mochimitsu Komori
Author_Institution
Department of Applied Science for Integrated System Engineering, Kyushu Institute of Technology, 1-1 Sensui-cho, Tobata-ku, Kitakyusyu, Fukuoka 804-8550, Japan
fYear
2015
fDate
6/1/2015 12:00:00 AM
Firstpage
1
Lastpage
4
Abstract
This paper presents an FPGA-based stereo vision system using census transform for autonomous mobile robots. Most autonomous mobile robot need to quickly recognize the surroundings in order to avoid obstructions and find pathways. Therefore, faster image processing methods are required to be capable of mobility. Accordingly, the FPGA-based stereo vision system using census transform is proposed, where the feature description represents the adaptation to various environments and has compactness of binary information on logic circuits. As experimental results, the proposed FPGA-based stereo vision system was very faster than the software system on the same platform. Moreover, the mismatch rate was very low for the stereo correspondence.
Keywords
"Transforms","Image edge detection","Stereo vision","Hamming distance","Field programmable gate arrays","Hardware","Cameras"
Publisher
ieee
Conference_Titel
Informatics, Electronics & Vision (ICIEV), 2015 International Conference on
Type
conf
DOI
10.1109/ICIEV.2015.7334017
Filename
7334017
Link To Document