| Presentation | 2018-09-21 An initial search method for region-based image matching Yukihiko Yamashita, Toru Wakahara, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | GAT/GPT (Global Affine Transform/Global Projection Transform) correlation methods for image matching that is one of the most important methods in the field of image processing can perform a precise image matching. When GAT/GPT correlation methods are applied to whole-to-part matching, it can be realized by sliding windows with various sizes but it needs much calculation time. In this paper we propose a fast initial search method using the sliding Discrete Fourier Transformation for the region-based image matching. Furthermore, by experiments we compare and evaluate the proposed method against the combination of ASIFT and RANSAC. Key words Image matching, region-based matching, GAT/GPT correlation, initial search |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Image matching / region-based matching / GAT/GPT correlation / initial search |
| Paper # | PRMU2018-53,IBISML2018-30 |
| Date of Issue | 2018-09-13 (PRMU, IBISML) |
| Conference Information | |
| Committee | PRMU / IBISML / IPSJ-CVIM |
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| Conference Date | 2018/9/20(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shinichi Sato(NII) / Hisashi Kashima(Kyoto Univ.) |
| Vice Chair | Yoshihisa Ijiri(Omron) / Toru Tamaki(Hiroshima Univ.) / Masashi Sugiyama(Univ. of Tokyo) / Koji Tsuda(Univ. of Tokyo) |
| Secretary | Yoshihisa Ijiri(NEC) / Toru Tamaki(Osaka Univ.) / Masashi Sugiyama(Nagoya Inst. of Tech.) / Koji Tsuda(AIST) |
| Assistant | Go Irie(NTT) / Yoshitaka Ushiku(Univ. of Tokyo) / Tomoharu Iwata(NTT) / Shigeyuki Oba(Kyoto Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Infomation-Based Induction Sciences and Machine Learning / Special Interest Group on Computer Vision and Image Media |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An initial search method for region-based image matching |
| Sub Title (in English) | |
| Keyword(1) | Image matching |
| Keyword(2) | region-based matching |
| Keyword(3) | GAT/GPT correlation |
| Keyword(4) | initial search |
| 1st Author's Name | Yukihiko Yamashita |
| 1st Author's Affiliation | Tokyo Institute of Technology(Tokyo Tech) |
| 2nd Author's Name | Toru Wakahara |
| 2nd Author's Affiliation | Hosei University(Hosei University) |
| Date | 2018-09-21 |
| Paper # | PRMU2018-53,IBISML2018-30 |
| Volume (vol) | vol.118 |
| Number (no) | PRMU-219,IBISML-220 |
| Page | pp.pp.119-124(PRMU), pp.119-124(IBISML), |
| #Pages | 6 |
| Date of Issue | 2018-09-13 (PRMU, IBISML) |