| Presentation | 1999/3/18 Extraction of Image Entropy using Independent Component Analysis Yutaka HATKEYAMA, Akira SHIRAI, Nobuhiko OGURA, Sumio WATANABE, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a method to calculate the image entropy using independent component analysis, and prove its effectiveness by experimental results. The proposed method is divided into two parts. First, the image is represented by the linear sum of images using the independent component analysis. Second, the image entropy is calculated as the sum of the entropies of all independent components. The experimental results show that the the human-like vision is constructed based on the porposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Independent Component Analysis / Entropy / Image / Active vision |
| Paper # | NC98-146 |
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| Committee | NC |
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| Conference Date | 1999/3/18(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Extraction of Image Entropy using Independent Component Analysis |
| Sub Title (in English) | |
| Keyword(1) | Independent Component Analysis |
| Keyword(2) | Entropy |
| Keyword(3) | Image |
| Keyword(4) | Active vision |
| 1st Author's Name | Yutaka HATKEYAMA |
| 1st Author's Affiliation | Department of Computer Science, Faculty of Engineering, Tokyo Institute of Technology:Advanced Information Processing division, P & I Lab. Tokyo Institute of Technology() |
| 2nd Author's Name | Akira SHIRAI |
| 2nd Author's Affiliation | Department of Computer Science, Faculty of Engineering, Tokyo Institute of Technology:Advanced Information Processing division, P & I Lab. Tokyo Institute of Technology |
| 3rd Author's Name | Nobuhiko OGURA |
| 3rd Author's Affiliation | Department of Computer Science, Faculty of Engineering, Tokyo Institute of Technology:Advanced Information Processing division, P & I Lab. Tokyo Institute of Technology |
| 4th Author's Name | Sumio WATANABE |
| 4th Author's Affiliation | Department of Computer Science, Faculty of Engineering, Tokyo Institute of Technology:Advanced Information Processing division, P & I Lab. Tokyo Institute of Technology |
| Date | 1999/3/18 |
| Paper # | NC98-146 |
| Volume (vol) | vol.98 |
| Number (no) | 673 |
| Page | pp.pp.- |
| #Pages | 8 |
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