| Presentation | 2018-08-02 Recognition of the cheek visual aparence changes for the man machine interface to limb-disabled person Noboru Murabayashi, Kenichi Yoshida, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Computer interface for severely limb-disabled person is an important issue to investigate. Head, eye and mouse tracking is a main source of information for such interface. Since limb-disabled person cannot use under the neck, how to enrich information available is important. This paper tries to use mouse, more precisely cheek, information. Computer interfaces need to be developed according to their degrees of disability and must use the body part which they can move effectively. There are many handicapped persons whose degrees of disability are different. It is desirable that various computer interfaces being prepared. Such interfaces must use various body parts to cope with various handicaps. From above viewpoints, this paper proposes the use of the cheek visual appearance changes using web camera. The experimental results with two layer convolutional deep learning processing show that the average recognition accuracy is 97%. In addition, the effects of the image size and deep learning network structure for the recognition performance are reported in this paper. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | cheek / visual appearance change / deep learning / face recognition / human machine interface |
| Paper # | HIP2018-38 |
| Date of Issue | 2018-07-26 (HIP) |
| Conference Information | |
| Committee | HIP |
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| Conference Date | 2018/8/2(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tokyo Woman's Christian University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Miyuki Kamachi(Kogakuin Univ.) |
| Vice Chair | Shuichi Sakamoto(Tohoku Univ.) / Yuji Wada(Ritsumeikan Univ.) |
| Secretary | Shuichi Sakamoto(Univ. of Tsukuba) / Yuji Wada(NICT) |
| Assistant | Atsushi Wada(NICT) / Hidetoshi Kanaya(Ritsumeikan Univ.) / Yuki Yamada(Kyushu Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Human Information Processing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Recognition of the cheek visual aparence changes for the man machine interface to limb-disabled person |
| Sub Title (in English) | |
| Keyword(1) | cheek |
| Keyword(2) | visual appearance change |
| Keyword(3) | deep learning |
| Keyword(4) | face recognition |
| Keyword(5) | human machine interface |
| 1st Author's Name | Noboru Murabayashi |
| 1st Author's Affiliation | University of Tsukuba(Univ. of Tsukuba) |
| 2nd Author's Name | Kenichi Yoshida |
| 2nd Author's Affiliation | University of Tsukuba(Univ. of Tsukuba) |
| Date | 2018-08-02 |
| Paper # | HIP2018-38 |
| Volume (vol) | vol.118 |
| Number (no) | HIP-171 |
| Page | pp.pp.1-4(HIP), |
| #Pages | 4 |
| Date of Issue | 2018-07-26 (HIP) |