| Presentation | 2001/3/15 Vehicle Classification Based on Line Fitting to a Vehicle Profile with DP-Matching Kageyasu Miyahara, Fumio Yoda, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a vehicle classification method based on shape models and line fitting, which is for a vehicle profile obtained with an optical rangefinder over a road. To be robust against changes of shape, each model of vehicle class is expressed with several line segments, and degrees of line fitting to partial profile corresponding to the segment are evaluated on principal component analysis. In this process, DP-matching is applied to get whole evaluation values and select the class having the best score. Various shapes of vehicle can be classified efficiently, as the models permit fixed deformation. An experiment result with real data shows that the method is applicable to practical use. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Vehicle Classification / Line Fitting / Dynamic Programming / Object Shape Models |
| Paper # | PRMU2000-218 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2001/3/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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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) | Vehicle Classification Based on Line Fitting to a Vehicle Profile with DP-Matching |
| Sub Title (in English) | |
| Keyword(1) | Vehicle Classification |
| Keyword(2) | Line Fitting |
| Keyword(3) | Dynamic Programming |
| Keyword(4) | Object Shape Models |
| 1st Author's Name | Kageyasu Miyahara |
| 1st Author's Affiliation | Information Technology R&D Center, Mitsubishi Electric Corp.() |
| 2nd Author's Name | Fumio Yoda |
| 2nd Author's Affiliation | Information Technology R&D Center, Mitsubishi Electric Corp. |
| Date | 2001/3/15 |
| Paper # | PRMU2000-218 |
| Volume (vol) | vol.100 |
| Number (no) | 701 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |