| Presentation | 2018-03-08 Predicting Focus Priority by Superposing Eye Gaze Information based on Similarity of Working Posture Masahito Hibi, Hiroaki Kudo, Tetsuya Matsumoto, Yoshinori Takeuchi, Noboru Ohnishi, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, it is very popular that the use of eye-gaze information obtained from eye-gaze measurement (eye tracking) devices which enable measurement by tracking movements of human gazes. It is possible to realize ``Tacit Knowledge'' by measuring and analyzing the gaze information of workers. Therefore, it is expected to utilize the skills evaluation and efficiency of educational methods. In this study, we propose a method to estimate focus priority by using gaze information of workers gathered by gaze measurement as a way to implement tacit knowledge. ``Focus priority'' shows the degree to which regions should be prioritized by the worker in the first person view video. Focus priority prediction was performed using 65 pairs of working data sets. We conducted an evaluation experiment of the focus priority map using metrics of visual saliency. As a result, we obtained scores for 0.81(AUC-Judd), 0.73(AUC-Borji), 1.14(NSS), 0.31(SIM) and 0.30(CC). |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | eye tracking / work assistance / focus priority |
| Paper # | IMQ2017-40,IE2017-132,MVE2017-82 |
| Date of Issue | 2018-03-01 (IMQ, IE, MVE) |
| Conference Information | |
| Committee | CQ / MVE / IE / IMQ |
|---|---|
| Conference Date | 2018/3/8(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Industry Support Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Five Senses Media, Cooking and Eating Activities Media, Multimedia, Media Experience, Video Encoding, Image Media Quality, Network Quality and Reliability, etc. (Co-sponsor: Technical Committee on Multimedia on Cooking and Eating Activities (CEA)) |
| Chair | Takanori Hayashi(Hiroshima Inst. of Tech.) / Yoshinari Kameda(Univ. of Tsukuba) / Takayuki Hamamoto(Tokyo Univ. of Science) / Kenji Sugiyama(Seikei Univ.) |
| Vice Chair | Hideyuki Shimonishi(NEC) / Jun Okamoto(NTT) / Kenji Mase(Nagoya Univ.) / Kazuya Kodama(NII) / Hideaki Kimata(NTT) / Toshiya Nakaguchi(Chiba Univ.) / Mitsuru Maeda(Canon) |
| Secretary | Hideyuki Shimonishi(NTT) / Jun Okamoto(Keio Univ.) / Kenji Mase(Kyoto Univ.) / Kazuya Kodama(NTT) / Hideaki Kimata(Kyushu Univ.) / Toshiya Nakaguchi(Nagoya Univ.) / Mitsuru Maeda(KDDI Research) |
| Assistant | Kenko Ota(Nippon Inst. of Tech.) / Norihiro Fukumoto(KDDI Research Inc.) / Ryo Yamamoto(UEC) / Takatsugu Hirayama(Nagoya Univ.) / Ryosuke Aoki(NTT) / Yasutaka Matsuo(NHK) / Kazuya Hayase(NTT) / Masaru Tsuchida(NTT) / Gosuke Ohashi(Shizuoka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Communication Quality / Technical Committee on Media Experience and Virtual Environment / Technical Committee on Image Engineering / Technical Committee on Image Media Quality |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Predicting Focus Priority by Superposing Eye Gaze Information based on Similarity of Working Posture |
| Sub Title (in English) | |
| Keyword(1) | eye tracking |
| Keyword(2) | work assistance |
| Keyword(3) | focus priority |
| 1st Author's Name | Masahito Hibi |
| 1st Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 2nd Author's Name | Hiroaki Kudo |
| 2nd Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 3rd Author's Name | Tetsuya Matsumoto |
| 3rd Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 4th Author's Name | Yoshinori Takeuchi |
| 4th Author's Affiliation | Daido University(Daido Univ.) |
| 5th Author's Name | Noboru Ohnishi |
| 5th Author's Affiliation | Nagoya University(Nagoya Univ.) |
| Date | 2018-03-08 |
| Paper # | IMQ2017-40,IE2017-132,MVE2017-82 |
| Volume (vol) | vol.117 |
| Number (no) | IMQ-483,IE-484,MVE-485 |
| Page | pp.pp.83-88(IMQ), pp.83-88(IE), pp.83-88(MVE), |
| #Pages | 6 |
| Date of Issue | 2018-03-01 (IMQ, IE, MVE) |