Presentation 2019-07-30
Bicycle Wheel Detection using Genetic Algorithm
Min Zou, Mengbo You, Takuya Akashi,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) Detection of bicycle is an important issue in an advanced vehicle safety assistant driving system to avoid traffic accidents. Since all the types of bicycles share the same characteristic: two circular wheels, this research concentrates on locating the best match of the wheel. The detection of bicycle can be indirectly accomplished by transforming the detection result of its wheels. Unlike other related works based on Hough transform or learning from tons of image data, this research proposes a simple template and optimize the matching with genetic algorithm. Our method does not need any training data nor the learning process. By matching a small template with candidate regions, our method is able to detect the best match of bicycle wheels from a single image. The experimental results are also given to show the performance of the proposed method.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Bicycle Wheel Detection / Ellipse Extraction / Genetic Algorithm / Computer Vision / Template Matching
Paper # CAS2019-3,VLD2019-9,SIP2019-19,MSS2019-3
Date of Issue 2019-07-23 (CAS, VLD, SIP, MSS)

Conference Information
Committee MSS / CAS / SIP / VLD
Conference Date 2019/7/30(2days)
Place (in Japanese) (See Japanese page)
Place (in English) Iwate Univ.
Topics (in Japanese) (See Japanese page)
Topics (in English)
Chair Shigemasa Takai(Osaka Univ.) / Taizo Yamawaki(Hitachi) / Naoyuki Aikawa(TUS) / Nozomu Togawa(Waseda Univ.)
Vice Chair Atsuo Ozaki(Osaka Inst. of Tech.) / Yasuhiro Takashima(Univ. of Kitakyushu) / Kazunori Hayashi(Osaka City Univ) / Yukihiro Bandou(NTT) / Daisuke Fukuda(Fujitsu Labs.)
Secretary Atsuo Ozaki(Osaka Univ.) / Yasuhiro Takashima(Hokkaido Univ.) / Kazunori Hayashi(Hitachi) / Yukihiro Bandou(Yamanashi Univ.) / Daisuke Fukuda(Hiroshima Univ.)
Assistant Naoki Hayashi(Osaka Univ.) / Hiroki Sato(Sony LSI Design) / Motoi Yamaguchi(Renesas Electronics) / / Kazuki Ikeda(Hitachi)

Paper Information
Registration To Technical Committee on Mathematical Systems Science and its applications / Technical Committee on Circuits and Systems / Technical Committee on Signal Processing / Technical Committee on VLSI Design Technologies
Language ENG-JTITLE
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Bicycle Wheel Detection using Genetic Algorithm
Sub Title (in English)
Keyword(1) Bicycle Wheel Detection
Keyword(2) Ellipse Extraction
Keyword(3) Genetic Algorithm
Keyword(4) Computer Vision
Keyword(5) Template Matching
1st Author's Name Min Zou
1st Author's Affiliation Iwate University(Iwate Univ.)
2nd Author's Name Mengbo You
2nd Author's Affiliation Northwest A&F University(NWAFU)
3rd Author's Name Takuya Akashi
3rd Author's Affiliation Iwate University(Iwate Univ.)
Date 2019-07-30
Paper # CAS2019-3,VLD2019-9,SIP2019-19,MSS2019-3
Volume (vol) vol.119
Number (no) CAS-153,VLD-154,SIP-155,MSS-156
Page pp.pp.11-16(CAS), pp.11-16(VLD), pp.11-16(SIP), pp.11-16(MSS),
#Pages 6
Date of Issue 2019-07-23 (CAS, VLD, SIP, MSS)