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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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
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
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)