| Presentation | 1997/12/18 A Markov Model Formulation of Two-Dimensional Warping Problem and Its Solution by Dynamic Programming Seiichi UCHIDA, Hiroaki SAKOE, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The authors have proposed a monotonic and continuous two-dimensional warping method based on dynamic programming (DP). It can achieve the optimal pel-to-pel correspondence between two images with preserving topological features. This is useful property for many pattern matching problems. However, a huge amount of computational resources is required to obtain the optimal warping. In this paper, we propose a new representation of the two-dimensional warping problem. It is described as a Markovian-type decision process based on left-to-right, FSA. The number of allowed transitions is significantly fewer than that of previous representation. Therefore, the complexity of DP-based algorithm is remarkably reduced. An sub-optimal algorithm based on pruning technique is also investigated. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | two-dimensional warping / pattern matching / dynamic programming / deformable model |
| Paper # | PRMU97-174 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 1997/12/18(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) | A Markov Model Formulation of Two-Dimensional Warping Problem and Its Solution by Dynamic Programming |
| Sub Title (in English) | |
| Keyword(1) | two-dimensional warping |
| Keyword(2) | pattern matching |
| Keyword(3) | dynamic programming |
| Keyword(4) | deformable model |
| 1st Author's Name | Seiichi UCHIDA |
| 1st Author's Affiliation | Graduate School of Information Science and Electrical Engineering, Kyushu University() |
| 2nd Author's Name | Hiroaki SAKOE |
| 2nd Author's Affiliation | Graduate School of Information Science and Electrical Engineering, Kyushu University |
| Date | 1997/12/18 |
| Paper # | PRMU97-174 |
| Volume (vol) | vol.97 |
| Number (no) | 458 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |