| Presentation | 2004-12-09 Matching Pursuits using Slant Patterns and Dictionary Design by learning Shinya KAKO, Kousuke IMAMURA, Hideo HASHIMOTO, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Video coding methods have been based on hybrid coding which employs motion compensation and discrete cosine transform. But, another high efficiency video coding method in low bit rate using matching pursuits, that is one of wave form coding techniques, is suggested recently. The matching pursuits algorithm represents a signal approximately using a dictionary. Matching pursuits generally use separable dictionary composed of one dimensional basis functions. But, it is difficult for separable dictionary to code images including slant patterns efficiently. In this paper, we design the dictionary for slant patterns by a simple geometric transform. And we propose a dictionary design algorithm by employing learning technique like codebook design of vector quantization. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Video Coding / Matching Pursuits / Dictionary Design / Vector Quatization |
| Paper # | CS2004-111,IE2004-106 |
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| Conference Information | |
| Committee | CS |
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| Conference Date | 2004/12/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Communication Systems (CS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Matching Pursuits using Slant Patterns and Dictionary Design by learning |
| Sub Title (in English) | |
| Keyword(1) | Video Coding |
| Keyword(2) | Matching Pursuits |
| Keyword(3) | Dictionary Design |
| Keyword(4) | Vector Quatization |
| 1st Author's Name | Shinya KAKO |
| 1st Author's Affiliation | Graduate School of Natural Science & Technology,Kanazawa University() |
| 2nd Author's Name | Kousuke IMAMURA |
| 2nd Author's Affiliation | Graduate School of Natural Science & Technology,Kanazawa University |
| 3rd Author's Name | Hideo HASHIMOTO |
| 3rd Author's Affiliation | Graduate School of Natural Science & Technology,Kanazawa University |
| Date | 2004-12-09 |
| Paper # | CS2004-111,IE2004-106 |
| Volume (vol) | vol.104 |
| Number (no) | 493 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |