| Presentation | 1998/9/17 Proposal of a Method for Image Understanding using Self-organized Data of Image and Text Yasuhide MORI, Hironobu TAKAHASHI, Yoshitaka NITTA, Ryuichi OKA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a method for image understanding using image and text databases that linked to each other.In this method, text data are allocated a space of word organized by a nonlinear clustering method using two-term rellationship.Image data are also allocated in a lower dimensional space by applying a nonlinear clutering method to their features extracted from image.The distance between texts is embedded in the image space through the clustering.Using both kinds of clistered data, related sentences are extracted from an inputed unknown image by retrieving similar images which are linked with texts.We made an experiment using about 8, 000 pairs of image s and texts to investigate how an unknown image produces relevant sentences. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | nonlinear clustering / image retrieval / text retrieval / multi-modal retrieval / image |
| Paper # | PRMU98-74 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 1998/9/17(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) | Proposal of a Method for Image Understanding using Self-organized Data of Image and Text |
| Sub Title (in English) | |
| Keyword(1) | nonlinear clustering |
| Keyword(2) | image retrieval |
| Keyword(3) | text retrieval |
| Keyword(4) | multi-modal retrieval |
| Keyword(5) | image |
| 1st Author's Name | Yasuhide MORI |
| 1st Author's Affiliation | Real World Computing Parthership() |
| 2nd Author's Name | Hironobu TAKAHASHI |
| 2nd Author's Affiliation | Real World Computing Parthership |
| 3rd Author's Name | Yoshitaka NITTA |
| 3rd Author's Affiliation | University of Tsukuba |
| 4th Author's Name | Ryuichi OKA |
| 4th Author's Affiliation | Real World Computing Parthership |
| Date | 1998/9/17 |
| Paper # | PRMU98-74 |
| Volume (vol) | vol.98 |
| Number (no) | 274 |
| Page | pp.pp.- |
| #Pages | 7 |
| Date of Issue | |