| Presentation | 2019-07-30 Bicycle Wheel Detection using Genetic Algorithm Min Zou, Mengbo You, Takuya Akashi, |
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| PDF Download Page |  PDF download Page Link |
| 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 |
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| 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 |
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| 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) |