| Presentation | 2017-03-21 Estimation of tool usage based on co-occurrence of part shape of tool and operation Kensho Teranishi, Nobutaka Shimada, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a method to estimate tool usage from the shape of unknown tool based on co-occurrence of the part shape of tool and operation. Describe the shape of the tool with a silhouette bitmap and describe the operation of the tool with a vector by Doc2vec. By preparing a large number of pairs of tool shapes and operations, by we create a dictionary of co-occurrence of the tool part shape and operation by SparseNMF, and estimation of tool usage from the shape of the unknown tool. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Estimation of tool usage / Human-Object interaction / SparseNMF / Doc2vec |
| Paper # | BioX2016-66,PRMU2016-229 |
| Date of Issue | 2017-03-13 (BioX, PRMU) |
| Conference Information | |
| Committee | PRMU / BioX |
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| Conference Date | 2017/3/20(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Eisaku Maeda(NTT) / Masakatsu Nishigaki(Shizuoka Univ.) |
| Vice Chair | Seiichi Uchida(Kyushu Univ.) / Hironobu Fujiyoshi(Chubu Univ.) / Akira Otsuka(AIST) / Hiroshi Takano(Toyama Pref. Univ.) |
| Secretary | Seiichi Uchida(Kyoto Univ.) / Hironobu Fujiyoshi(NTT) / Akira Otsuka(NEC) / Hiroshi Takano(AIST) |
| Assistant | Masaki Oonishi(AIST) / Takuya Funatomi(NAIST) / Masatsugu Ichino(Univ. of Electro-Comm.) / Naoyuki Takada(Secom) / Takahiro Aoki(Fujitsu Labs.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Biometrics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Estimation of tool usage based on co-occurrence of part shape of tool and operation |
| Sub Title (in English) | |
| Keyword(1) | Estimation of tool usage |
| Keyword(2) | Human-Object interaction |
| Keyword(3) | SparseNMF |
| Keyword(4) | Doc2vec |
| 1st Author's Name | Kensho Teranishi |
| 1st Author's Affiliation | Ritsumeikan University(Ritsumeikan Univ.) |
| 2nd Author's Name | Nobutaka Shimada |
| 2nd Author's Affiliation | Ritsumeikan University(Ritsumeikan Univ.) |
| Date | 2017-03-21 |
| Paper # | BioX2016-66,PRMU2016-229 |
| Volume (vol) | vol.116 |
| Number (no) | BioX-527,PRMU-528 |
| Page | pp.pp.197-202(BioX), pp.197-202(PRMU), |
| #Pages | 6 |
| Date of Issue | 2017-03-13 (BioX, PRMU) |