| Presentation | 2010-03-15 Research on human's internal state (hot or cold) estimation based on behavior recognition Takuya ARIMA, Shun FUKUMOTO, Masayuki KASHIMA, Kiminori SATO, Mutsumi WATANABE, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The present home appliance electric systems are operated by user's intention. As a result, only apart of users' intentions are usually reflected. It is thought that greatest happiness of the greatest number can be achieved if multiple users' internal states are estimated, and the system is controlled by the consensuses of them. This paper proposes a method for controlling these systems by recognizing internal states of individual person based on intensity histogram and optical flow using subspace method and take statistical processing for these recognition results. The target states of this time is "hot" or "cold", because the individual variation of operation is few was estimated, and the method to decide the control game according to the decision by majority was adopted. Experimental results of multiple people situation recognition in indoor environment have shown the effectiveness of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | behavior recognition / internal state estimation / subspace method / optical flow / angle histogram |
| Paper # | PRMU2009-233,HIP2009-118 |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 2010/3/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| 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) | Research on human's internal state (hot or cold) estimation based on behavior recognition |
| Sub Title (in English) | |
| Keyword(1) | behavior recognition |
| Keyword(2) | internal state estimation |
| Keyword(3) | subspace method |
| Keyword(4) | optical flow |
| Keyword(5) | angle histogram |
| 1st Author's Name | Takuya ARIMA |
| 1st Author's Affiliation | Graduate School of Science and Engineering, Kagoshima University() |
| 2nd Author's Name | Shun FUKUMOTO |
| 2nd Author's Affiliation | Graduate School of Science and Engineering, Kagoshima University |
| 3rd Author's Name | Masayuki KASHIMA |
| 3rd Author's Affiliation | Graduate School of Science and Engineering, Kagoshima University |
| 4th Author's Name | Kiminori SATO |
| 4th Author's Affiliation | Graduate School of Science and Engineering, Kagoshima University |
| 5th Author's Name | Mutsumi WATANABE |
| 5th Author's Affiliation | Graduate School of Science and Engineering, Kagoshima University |
| Date | 2010-03-15 |
| Paper # | PRMU2009-233,HIP2009-118 |
| Volume (vol) | vol.109 |
| Number (no) | 471 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |