| Presentation | 2018-12-25 Detection of Predator Animals Features using Machine Learning Fahad Alharbi, Eiji Kamioka, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, predator animals feature detection is discussed. Animals recognition is one of the areas in which a limited amount of research has been undertaken, especially in the predator animals domain. Predator animals present a great danger to people who are camping or staying in outdoor areas and they are also a threat to livestock. In this paper, a multiple feature detection of predator animals is proposed and evaluated on five animals using multiple classifiers like SVM, KNN, MLP. The results show that the proposed method achieves the detection accuracy of 94% which justifies its effectiveness for this research proposal. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Animal detection / Image processing / Feature extraction / Machine learning |
| Paper # | MoNA2018-49 |
| Date of Issue | 2018-12-18 (MoNA) |
| Conference Information | |
| Committee | MoNA |
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| Conference Date | 2018/12/25(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Chair | Ryoichi Shinkuma(Kyoto Univ.) |
| Vice Chair | Shigeaki Tagashira(Kansai Univ.) / Gen Kitagata(Tohoku Univ.) |
| Secretary | Shigeaki Tagashira(Kyushu Univ.) / Gen Kitagata(NEC) |
| Assistant | Ken Usui(KDDI Research) / Kenji Kanai(Waseda Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Mobile Network and Applications |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Detection of Predator Animals Features using Machine Learning |
| Sub Title (in English) | |
| Keyword(1) | Animal detection |
| Keyword(2) | Image processing |
| Keyword(3) | Feature extraction |
| Keyword(4) | Machine learning |
| 1st Author's Name | Fahad Alharbi |
| 1st Author's Affiliation | Shibaura Institute of Technology(SIT) |
| 2nd Author's Name | Eiji Kamioka |
| 2nd Author's Affiliation | Shibaura Institute of Technology(SIT) |
| Date | 2018-12-25 |
| Paper # | MoNA2018-49 |
| Volume (vol) | vol.118 |
| Number (no) | MoNA-378 |
| Page | pp.pp.61-66(MoNA), |
| #Pages | 6 |
| Date of Issue | 2018-12-18 (MoNA) |