| Presentation | 2019-03-05 Segmentation of Hand for Sign Language Recognition using OpenPose Katsuya Narumi, Kenta Asakura, Kazuki Sakamoto, Tatsunori Ozawa, Hiroshi Tanaka, Yuusuke Kawakita, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Communication support equipment such as sign language interpreters and handwriting instruments are necessary for communication between the hearing impaired and among them there is a research that automatically recognizes sign language from the video. In the research, there is a method of identifying sign language by dividing the region of the left hand and the right hand, but consideration to automatically divide the region has not been conducted. The purpose of this research is to divide the right hand region and the left hand region of the image of the person. We tried to automate that area division. Using OpenPose which is a machine learning model to estimate the position of feature points in the human body such as joint position, it was found that it is possible to automatically divide the right hand region and the left hand region. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Sign Language Recognition, / Segmentation of Hand / Skeletal Tracking |
| Paper # | ASN2018-109 |
| Date of Issue | 2019-02-25 (ASN) |
| Conference Information | |
| Committee | ASN / MoNA / IPSJ-MBL / IPSJ-UBI |
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| Conference Date | 2019/3/4(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | The University of Tokyo, Komaba Campus |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Chair | Hiraku Okada(Nagoya Univ.) / Ryoichi Shinkuma(Kyoto Univ.) / / Yoshito Tobe(Tokyo Denki Univ.) |
| Vice Chair | Koji Yamamoto(Kyoto Univ.) / Jin Nakazawa(Keio Univ.) / Kazuya Monden(Hitachi) / Shigeaki Tagashira(Kansai Univ.) / Gen Kitagata(Tohoku Univ.) |
| Secretary | Koji Yamamoto(NICT) / Jin Nakazawa(Sophia Univ.) / Kazuya Monden(Kanagawa Inst. of Tech.) / Shigeaki Tagashira(Kyushu Univ.) / Gen Kitagata(NEC) / (Kyoto Univ.) / (NTT DOCOMO) |
| Assistant | Masafumi Hashimoto(Osaka Univ.) / Tomoyuki Ota(Hiroshima City Univ.) / Tatsuya Kikuzuki(Fujitu Lab.) / Ryo Nakano(HITACHI) / Yoshifumi Hotta(Mitsubishi Electric) / Ken Usui(KDDI Research) / Kenji Kanai(Waseda Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Ambient intelligence and Sensor Networks / Technical Committee on Mobile Network and Applications / Special Interest Group on Mobile Computing and Ubiquitous Communications / Special Interest Group on Ubiquitous Computing System |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Segmentation of Hand for Sign Language Recognition using OpenPose |
| Sub Title (in English) | |
| Keyword(1) | Sign Language Recognition, |
| Keyword(2) | Segmentation of Hand |
| Keyword(3) | Skeletal Tracking |
| 1st Author's Name | Katsuya Narumi |
| 1st Author's Affiliation | Knagawa Institute Technology(KAIT) |
| 2nd Author's Name | Kenta Asakura |
| 2nd Author's Affiliation | University of Electro-Communications(UEC) |
| 3rd Author's Name | Kazuki Sakamoto |
| 3rd Author's Affiliation | Knagawa Institute Technology(KAIT) |
| 4th Author's Name | Tatsunori Ozawa |
| 4th Author's Affiliation | Knagawa Institute Technology(KAIT) |
| 5th Author's Name | Hiroshi Tanaka |
| 5th Author's Affiliation | Knagawa Institute Technology(KAIT) |
| 6th Author's Name | Yuusuke Kawakita |
| 6th Author's Affiliation | Knagawa Institute Technology(KAIT) |
| Date | 2019-03-05 |
| Paper # | ASN2018-109 |
| Volume (vol) | vol.118 |
| Number (no) | ASN-468 |
| Page | pp.pp.165-168(ASN), |
| #Pages | 4 |
| Date of Issue | 2019-02-25 (ASN) |