| Presentation | 2018-03-20 [Poster Presentation] Consideration on Fingertip Gesture Input System for Wearable Devices with Head Movements Ayaka Mineo, Tomoki Tanaka, Yoshihiro Yamashita, Takao Nishitani, Kiyoshi Nishikawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We consider a detection method which is robust against head shake for gesture input systems with wearable terminals equipped with a camera. One can operate the terminal with the fingertip by the icons projected on the space displayed by the glasses. We use the foreground segmentation based on the Gaussian mixture model because of its low computational complexity. However, this results in the generation of the decision errors due to the the small movement of the user's head. Our purpose is to reduce decision errors that occur due to the head shakes. In this report, we propose a novel method for efficiently reducing the false detection by a logical and method using dual foreground segmentation. We show the effectiveness of the proposed method by comparing with the conventional methods. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | GMM foreground segmentation / Head shake / Fingertip detection / Decision error removal method |
| Paper # | EA2017-154,SIP2017-163,SP2017-137 |
| Date of Issue | 2018-03-12 (EA, SIP, SP) |
| Conference Information | |
| Committee | SIP / EA / SP / MI |
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| Conference Date | 2018/3/19(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Speech, Engineering/Electro Acoustics, Signal Processing, and Related Topics [SIP, EA, SP]/ Medical Image Engineering, Analysis, Recognition, etc. [MI] |
| Chair | Masahiro Okuda(Univ. of Kitakyushu) / Suehiro Shimauchi(NTT) / Yoichi Yamashita(Ritsumeikan Univ.) / Kensaku Mori(Nagoya Univ.) |
| Vice Chair | Shogo Muramatsu(Niigata Univ.) / Naoyuki Aikawa(TUS) / Mitsunori Mizumachi(Kyutech) / Hiroki Mori(Utsunomiya Univ.) / Yoshiki Kawata(Tokushima Univ.) / Yuichi Kimura(Kinki Univ.) |
| Secretary | Shogo Muramatsu(Chiba Inst. of Tech.) / Naoyuki Aikawa(Takushoku Univ.) / Mitsunori Mizumachi(Akita Pref. Univ.) / Hiroki Mori(Shizuoka Inst. of Science and Tech.) / Yoshiki Kawata(Shizuoka Univ.) / Yuichi Kimura(Meijo Univ.) |
| Assistant | Masayoshi Nakamoto(Hiroshima Univ.ひろ) / TREVINO Jorge(Tohoku Univ.) / Nobutaka Ito(NTT) / Kei Hashimoto(Nagoya Inst. of Tech.) / Satoshi Kobashikawa(NTT) / Ryo Haraguchi(Univ. of Hyogo) / Yasushi Hirano(Yamaguchi Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Signal Processing / Technical Committee on Engineering Acoustics / Technical Committee on Speech / Technical Committee on Medical Imaging |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Poster Presentation] Consideration on Fingertip Gesture Input System for Wearable Devices with Head Movements |
| Sub Title (in English) | |
| Keyword(1) | GMM foreground segmentation |
| Keyword(2) | Head shake |
| Keyword(3) | Fingertip detection |
| Keyword(4) | Decision error removal method |
| 1st Author's Name | Ayaka Mineo |
| 1st Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ.) |
| 2nd Author's Name | Tomoki Tanaka |
| 2nd Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ.) |
| 3rd Author's Name | Yoshihiro Yamashita |
| 3rd Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ.) |
| 4th Author's Name | Takao Nishitani |
| 4th Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ.) |
| 5th Author's Name | Kiyoshi Nishikawa |
| 5th Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ.) |
| Date | 2018-03-20 |
| Paper # | EA2017-154,SIP2017-163,SP2017-137 |
| Volume (vol) | vol.117 |
| Number (no) | EA-515,SIP-516,SP-517 |
| Page | pp.pp.287-290(EA), pp.287-290(SIP), pp.287-290(SP), |
| #Pages | 4 |
| Date of Issue | 2018-03-12 (EA, SIP, SP) |