Fast Image Restoration Method Based on the Multi-Resolution Layer

doi:10.6180/jase.2009.12.4.08

淡江大學機構典藏 > 工學院 > 電機工程學系暨研究所 > 期刊論文 > Item 987654321/52810

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題名:	Fast Image Restoration Method Based on the Multi-Resolution Layer
作者:	Hsieh, Ching-Tang;Chen, Yen-Liang;Hsu, Chih-Hsu
貢獻者:	淡江大學電機工程學系
關鍵詞:	Wavelet;Image Restoration;Wireless;BNM and WSBNM
日期:	2009-12-01
上傳時間:	2010-12-01 10:34:12 (UTC+8)
出版者:	臺北縣：淡江大學
摘要:	When transmitted through a poor quality network or stored on an unstable storage media, block-based code images will experience the block loss. To restore damaged images suffering from block loss, Best Neighborhood Matching and Jump and Look-Around BNM provide the most effective image restoration. However, while BNM offers good restoration quality, it requires a large calculation time. By “JUMP” method, JLBNM can effectively shorten the computation time but this comes at the cost of a loss in quality. We have therefore proposed a new image inpainting technique that uses theWavelet Domain to deliver fast computation time and high restoration quality Wavelet Stage BNM. Our proposed reconstruction algorithm includes three optimization techniques change of analytical domain, consideration of texture composition and a new decision-making mechanism: DirectionalWaveletWeighted Method. Theoretical analysis and experimental results demonstrate our method delivered fast computation time and high restoration quality.
關聯:	淡江理工學刊=Tamkang Journal of Science and Engineering 12(4)，頁439-448
DOI:	10.6180/jase.2009.12.4.08
顯示於類別:	[電機工程學系暨研究所] 期刊論文

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