| Presentation | 2017-01-20 Detection of Hotspots for Machine Operations from First Person Vision Records Chen Long-fei, Kazuaki Kondo, Yuichi Nakamura, Dima Damen, Walterio W. Mayol-Cuevas, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper introduces a novel idea of unsupervised hotspots detection of machine operation in first person vision (FPV) using RGB-D camera and inertial measurement unit (IMU). We take sewing machine as an example and demonstrate by utilizing multiple features (especially touch and attention location) will achieve a good performance of hotspots detection result. More importantly, detected hotspots in both temporal and spatial locations will lead to promising applications which are capable of providing further assistance to our machine operation tasks. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Hotspots detectionFPVRGB-DIMU |
| Paper # | PRMU2016-149,MVE2016-40 |
| Date of Issue | 2017-01-12 (PRMU, MVE) |
| Conference Information | |
| Committee | PRMU / IPSJ-CVIM / MVE |
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| Conference Date | 2017/1/19(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Eisaku Maeda(NTT) / / Yoshinari Kameda(Univ. of Tsukuba) |
| Vice Chair | Seiichi Uchida(Kyushu Univ.) / Hironobu Fujiyoshi(Chubu Univ.) / / Kenji Mase(Nagoya Univ.) |
| Secretary | Seiichi Uchida(Kyoto Univ.) / Hironobu Fujiyoshi(NTT) / / Kenji Mase(Kyushu Univ.) |
| Assistant | Masaki Oonishi(AIST) / Takuya Funatomi(NAIST) / / Hideaki Uchiyama(Kyushu Univ.) / Takatsugu Hirayama(Nagoya Univ.) / Ryosuke Aoki(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Special Interest Group on Computer Vision and Image Media / Technical Committee on Multimedia and Virtual Environment |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Detection of Hotspots for Machine Operations from First Person Vision Records |
| Sub Title (in English) | |
| Keyword(1) | Hotspots detectionFPVRGB-DIMU |
| 1st Author's Name | Chen Long-fei |
| 1st Author's Affiliation | Kyoto University(Kyoto Univ.) |
| 2nd Author's Name | Kazuaki Kondo |
| 2nd Author's Affiliation | Kyoto University(Kyoto Univ.) |
| 3rd Author's Name | Yuichi Nakamura |
| 3rd Author's Affiliation | Kyoto University(Kyoto Univ.) |
| 4th Author's Name | Dima Damen |
| 4th Author's Affiliation | University of Bristol(Bristol Univ.) |
| 5th Author's Name | Walterio W. Mayol-Cuevas |
| 5th Author's Affiliation | University of Bristol(Bristol Univ.) |
| Date | 2017-01-20 |
| Paper # | PRMU2016-149,MVE2016-40 |
| Volume (vol) | vol.116 |
| Number (no) | PRMU-411,MVE-412 |
| Page | pp.pp.339-344(PRMU), pp.339-344(MVE), |
| #Pages | 6 |
| Date of Issue | 2017-01-12 (PRMU, MVE) |