| Presentation | 2010-06-21 Music Recommendation According to Human Motion Based on Kernel CCA Hiroyuki OHKUSHI, Takahiro OGAWA, Miki HASEYAMA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a method for recommendation of suitable music for human motion based on kernel canonical correlation analysis (CCA). The kernel CCA is used to find the relationship between different data sets, human motion data and music data. In this approach, the proposed method newly uses similarity of human motions, which is robust to temporal expantions of the motion data, as the kernel function. Therefore, we can successfully model the relationship between the human motion and the music to recommend suitable music for human motions. Experimental results are shown to verify the performance of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | music recommendation / kernel CCA / motion feature / music feature |
| Paper # | CAS2010-12,VLD2010-22,SIP2010-33,CST2010-12 |
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| Conference Information | |
| Committee | VLD |
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| Conference Date | 2010/6/14(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 | VLSI Design Technologies (VLD) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Music Recommendation According to Human Motion Based on Kernel CCA |
| Sub Title (in English) | |
| Keyword(1) | music recommendation |
| Keyword(2) | kernel CCA |
| Keyword(3) | motion feature |
| Keyword(4) | music feature |
| 1st Author's Name | Hiroyuki OHKUSHI |
| 1st Author's Affiliation | Graduate School of Information Science and Technology, Hokkaido University() |
| 2nd Author's Name | Takahiro OGAWA |
| 2nd Author's Affiliation | Graduate School of Information Science and Technology, Hokkaido University |
| 3rd Author's Name | Miki HASEYAMA |
| 3rd Author's Affiliation | Graduate School of Information Science and Technology, Hokkaido University |
| Date | 2010-06-21 |
| Paper # | CAS2010-12,VLD2010-22,SIP2010-33,CST2010-12 |
| Volume (vol) | vol.110 |
| Number (no) | 87 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |