| Presentation | 2010-06-25 Detection and Measurement of Facial Micro-Expression Characteristics for Psychological Analysis Senya Polikovsky, Yoshinari Kameda, Yuichi Ohta, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Detection of facial micro-expression is considered to be useful for recognition of human's intention, especially for hostile intent and danger demeanour. In order to promote the psychological analysis on facial micro-expression, we propose a new computer vision method of measuring the facial micro-expression. By combining the proposed method with high speed camera of 200fps, we succeeded to estimate specific characteristics of facial micro-expression that could help a further progress of its psychological analysis. We evaluated the proposed classification method over 10 subjects and confirmed its performance. In addition, this paper describes a new experimental setup, that will estimate the exact location and orientation of the face at 200 fps time resolution and a new GUI interface, which is useful to acquire efficient ground truth tagging of micro-expressions from the recorded videos. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Hostile intent detection / Facial motion analysis / 3D Gradient Descriptor / High speed camera |
| Paper # | PRMU2010-48,HIP2010-37 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2010/6/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Detection and Measurement of Facial Micro-Expression Characteristics for Psychological Analysis |
| Sub Title (in English) | |
| Keyword(1) | Hostile intent detection |
| Keyword(2) | Facial motion analysis |
| Keyword(3) | 3D Gradient Descriptor |
| Keyword(4) | High speed camera |
| 1st Author's Name | Senya Polikovsky |
| 1st Author's Affiliation | Department of Intelligent Interaction Technologies, Graduate School of Systems and Information Engineering, University of Tsukuba.() |
| 2nd Author's Name | Yoshinari Kameda |
| 2nd Author's Affiliation | Department of Intelligent Interaction Technologies, Graduate School of Systems and Information Engineering, University of Tsukuba. |
| 3rd Author's Name | Yuichi Ohta |
| 3rd Author's Affiliation | Department of Intelligent Interaction Technologies, Graduate School of Systems and Information Engineering, University of Tsukuba. |
| Date | 2010-06-25 |
| Paper # | PRMU2010-48,HIP2010-37 |
| Volume (vol) | vol.110 |
| Number (no) | 97 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |