Fast Matching Pursuits Algorithm Using Sub-band Decomposition for Video Coding
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- Imamura Kousuke
- Graduate School of Natural Science & Technology, Kanazawa University
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- Koba Yoshimasa
- Graduate School of Natural Science & Technology, Kanazawa University
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- Hashimoto Hideo
- Graduate School of Natural Science & Technology, Kanazawa University
Bibliographic Information
- Other Title
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- 画像の処理と符号化 動画像符号化におけるサブバンド分割を用いた高速Matching Pursuitsアルゴリズム
- 動画像符号化におけるサブバンド分割を用いた高速Matching Pursuitsアルゴリズム
- ドウガゾウ フゴウカ ニ オケル サブバンド ブンカツ オ モチイタ コウソク Matching Pursuits アルゴリズム
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Abstract
A high-efficiency video coding method using matching pursuits, which is a waveform coding technique, was proposed. This method encodes a motion compensated prediction error image by applying matching pursuits. The matching pursuits algorithm approximates a signal using a dictionary. Therefore, the performance of this algorithm depends heavily on the dictionary. We propose a matching pursuits coding method that encodes the sub-band images derived from motion compensated prediction error images. The dictionaries used in our method are constructed to be suitable for the frequency characterisitc of each sub-band image. The complexity of our method is reduced compared with the full-band matching pursuits because of lighter inner product computation due to a reduction in both the resolution of the sub-band image and the basis function length of the dictionary. We evaluated the coding performance and computational complexity of our method via computer simulations.
Journal
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- The Journal of The Institute of Image Information and Television Engineers
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The Journal of The Institute of Image Information and Television Engineers 60 (7), 1059-1067, 2006
The Institute of Image Information and Television Engineers
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Details 詳細情報について
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- CRID
- 1390001205099417728
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- NII Article ID
- 110006838763
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- NII Book ID
- AN10588970
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- ISSN
- 18816908
- 13426907
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- NDL BIB ID
- 8011960
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL
- Crossref
- CiNii Articles
- KAKEN
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- Abstract License Flag
- Disallowed