| Presentation | 2019-11-06 [Poster Presentation] Analysis of Hand keypoint disappearance for sign language recognition using OpenPose Katsuya Narumi, Yuuki Arai, Hiroshi Tanaka, Yuusuke Kawakita, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | between hearing-impaired persons and hearing-impaired persons requires a sign language interpreter and a communication support device such as a writing instrument, which can be said to be a major obstacle. When recognizing sign language from a video using OpenPose, a machine learning model that estimates the position of a feature point in the human body, such as the position of a joint, there is a problem that Hand keypoint cannot be output. In this manuscript, we report the analysis result of the disappearance tendency of Hand keypoint. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | OpnePose / Hand keypoint / Sign Language Recognition / Burstiness |
| Paper # | SRW2019-33,SeMI2019-77,CNR2019-27 |
| Date of Issue | 2019-10-29 (SRW, SeMI, CNR) |
| Conference Information | |
| Committee | SRW / SeMI / CNR |
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| Conference Date | 2019/11/5(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kozo Keisaku Engineering Inc. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | IoT Workshop (Oral or Poster presentation) |
| Chair | Satoshi Denno(Okayama Univ.) / Susumu Ishihara(Shizuoka Univ.) / Kazunori Takashio(Keio Univ.) |
| Vice Chair | Keiichi Mizutani(Kyoto Univ.) / Kazuya Monden(Hitachi) / Koji Yamamoto(Kyoto Univ.) / Masayuki Kanbara(NAIST) / Yoshihiko Murakawa(Fujitsu Labs.) |
| Secretary | Keiichi Mizutani(Tokyo Inst. of Tech.) / Kazuya Monden(Anritsu) / Koji Yamamoto(Kyoto Univ.) / Masayuki Kanbara(NTT DOCOMO) / Yoshihiko Murakawa(Hitachi) |
| Assistant | Masaaki Fuse(Anritsu) / Tomoki Murakami(NTT) / Akira Uchiyama(Osaka Univ.) / Kenji Kanai(Waseda Univ.) / Masafumi Hashimoto(Osaka Univ.) / Yuka Kobayashi(Toshiba) / Masanori Yokoyama(ＮＴＴ) |
| Paper Information | |
| Registration To | Technical Committee on Short Range Wireless Communications / Technical Committee on Sensor Network and Mobile Intelligence / Technical Committee on Cloud Network Robotics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Poster Presentation] Analysis of Hand keypoint disappearance for sign language recognition using OpenPose |
| Sub Title (in English) | |
| Keyword(1) | OpnePose |
| Keyword(2) | Hand keypoint |
| Keyword(3) | Sign Language Recognition |
| Keyword(4) | Burstiness |
| 1st Author's Name | Katsuya Narumi |
| 1st Author's Affiliation | Knagawa Institute Technology(KAIT) |
| 2nd Author's Name | Yuuki Arai |
| 2nd Author's Affiliation | Knagawa Institute Technology(KAIT) |
| 3rd Author's Name | Hiroshi Tanaka |
| 3rd Author's Affiliation | Knagawa Institute Technology(KAIT) |
| 4th Author's Name | Yuusuke Kawakita |
| 4th Author's Affiliation | Knagawa Institute Technology(KAIT) |
| Date | 2019-11-06 |
| Paper # | SRW2019-33,SeMI2019-77,CNR2019-27 |
| Volume (vol) | vol.119 |
| Number (no) | SRW-265,SeMI-266,CNR-267 |
| Page | pp.pp.51-52(SRW), pp.71-72(SeMI), pp.49-50(CNR), |
| #Pages | 2 |
| Date of Issue | 2019-10-29 (SRW, SeMI, CNR) |