| Presentation | 2006-10-20 Moving Region Detection Based on Transportation Problem Solving Sho FURUKAWA, Takanori YOKOYAMA, Toshinori WATANABE, Hisashi KOGA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this report, we propose a moving object detection method based on a solution the transportation problem. We regard the regions in the current frame as sources, the regions in the target frame as destinations, and the total distances among regions as the transportation cost. The solution of the transportation problem minimizing the total cost gives the correspondences of regions in the different frames. The correspondences are represented by flows. Each flow carries information about the pair of corresponding regions, the distance between the regions, and the amount of the transported pixels. The proposed method can detect and track the moving regions by using the flows. We demonstrate the effectiveness by means of various experiments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | moving region detection / transportation problem / video analysis / region segmentation |
| Paper # | PRMU2006-114 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2006/10/13(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 | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Moving Region Detection Based on Transportation Problem Solving |
| Sub Title (in English) | |
| Keyword(1) | moving region detection |
| Keyword(2) | transportation problem |
| Keyword(3) | video analysis |
| Keyword(4) | region segmentation |
| 1st Author's Name | Sho FURUKAWA |
| 1st Author's Affiliation | Graduate School of Information Systems, University of Electro-Communications() |
| 2nd Author's Name | Takanori YOKOYAMA |
| 2nd Author's Affiliation | Graduate School of Information Systems, University of Electro-Communications |
| 3rd Author's Name | Toshinori WATANABE |
| 3rd Author's Affiliation | Graduate School of Information Systems, University of Electro-Communications |
| 4th Author's Name | Hisashi KOGA |
| 4th Author's Affiliation | Graduate School of Information Systems, University of Electro-Communications |
| Date | 2006-10-20 |
| Paper # | PRMU2006-114 |
| Volume (vol) | vol.106 |
| Number (no) | 301 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |