| Presentation | 2011-02-17 A Multi-modal, Multi-frame Approach for Semantic Indexing in TRECVID Nakamasa INOUE, Yusuke KAMISHIMA, Koichi SHINODA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a multi-modal, multi-frame approach for semantic indexing in the TRECVID 2010 workshop. The goal of the semantic indexing is to develop a method for indexing many concepts that will be useful for video search. In this study, we implement a simple and accurate system by using Gaussian Mixture Model (GMM) supervectors with SIFT and MFCC features. The SIFT features are extracted not only from key-frames but also from many image frames in a shot in order to get the most out of multi-frame information. Our best result on the TRECVID 2010 dataset was 7.36% in terms of Mean Inferred Average Precision. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Semantic Indexing / Multi-modal / Multi-frame / GMM Supervector |
| Paper # | PRMU2010-212 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2011/2/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
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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 Multi-modal, Multi-frame Approach for Semantic Indexing in TRECVID |
| Sub Title (in English) | |
| Keyword(1) | Semantic Indexing |
| Keyword(2) | Multi-modal |
| Keyword(3) | Multi-frame |
| Keyword(4) | GMM Supervector |
| 1st Author's Name | Nakamasa INOUE |
| 1st Author's Affiliation | Department of Computer Sience, Tokyo Institute of Technology() |
| 2nd Author's Name | Yusuke KAMISHIMA |
| 2nd Author's Affiliation | Department of Computer Sience, Tokyo Institute of Technology |
| 3rd Author's Name | Koichi SHINODA |
| 3rd Author's Affiliation | Department of Computer Sience, Tokyo Institute of Technology |
| Date | 2011-02-17 |
| Paper # | PRMU2010-212 |
| Volume (vol) | vol.110 |
| Number (no) | 414 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |