Presentation | 2013-11-20 Estimation of Viewer's Gaze State at Video Content on the Basis of Behaviors Masaki TAKAHASHI, Simon CLIPPINGDALE, Makoto OKUDA, Yuko YAMANOUCHI, Masahide NAEMURA, Masahiro SHIBATA, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | A method for estimating whether or not a TV viewer is watching the video content on the basis of the viewer's behaviors in a typical home environment is proposed. Using an input signal provided by a Kinect sensor, it identifies the presence of a viewer by extracting keypoint trajectories hi video sequences of that viewer. It then estimates whether the viewer is gazing at the video content or not on the basis of the viewer's head pose, which is estimated in two different ways: by a color image-based module and by a depth-image-based module. Results from the two modules are combined to increase robustness. To evaluate the proposed method, a simulation test on TV viewing in a typical living space was conducted. The simulation results suggest that the proposed method can robustly detect the viewer's gaze. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Affect recognition / Face tracking / Video-content assessment / Mulimodal user interface |
Paper # | HIP2013-71 |
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Conference Information | |
Committee | HIP |
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Conference Date | 2013/11/12(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Human Information Processing (HIP) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Estimation of Viewer's Gaze State at Video Content on the Basis of Behaviors |
Sub Title (in English) | |
Keyword(1) | Affect recognition |
Keyword(2) | Face tracking |
Keyword(3) | Video-content assessment |
Keyword(4) | Mulimodal user interface |
1st Author's Name | Masaki TAKAHASHI |
1st Author's Affiliation | NHK Science and Technology Research Laboratories() |
2nd Author's Name | Simon CLIPPINGDALE |
2nd Author's Affiliation | NHK Science and Technology Research Laboratories |
3rd Author's Name | Makoto OKUDA |
3rd Author's Affiliation | NHK Science and Technology Research Laboratories |
4th Author's Name | Yuko YAMANOUCHI |
4th Author's Affiliation | NHK Science and Technology Research Laboratories |
5th Author's Name | Masahide NAEMURA |
5th Author's Affiliation | NHK Science and Technology Research Laboratories |
6th Author's Name | Masahiro SHIBATA |
6th Author's Affiliation | NHK Science and Technology Research Laboratories |
Date | 2013-11-20 |
Paper # | HIP2013-71 |
Volume (vol) | vol.113 |
Number (no) | 299 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |