대한전자공학회:학술대회논문집 (Proceedings of the IEEK Conference)
- 대한전자공학회 2000년도 제13회 신호처리 합동 학술대회 논문집
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- Pages.399-402
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- 2000
A MIXED NORM RESTORATION FOR MULTICHANNEL IMAGES
- Hong, Min-Cheol (School of Electronics Engineering SoongSil University) ;
- Cha, Hyung-Tae (School of Electronics Engineering SoongSil University) ;
- Hahn, Hyun-Soo (School of Electronics Engineering SoongSil University)
- 발행 : 2000.09.01
초록
In this paper, we present a regularized mixed norm multichannel image restoration algorithm. The problem of multichannel restoration using both within- and between- channel deterministic information is considered. For each channel a functional which combines the least mean squares (LMS), the least mean fourth(LMF), and a smoothing functional is proposed, We introduce a mixed norm parameter that controls the relative contribution between the LMS and the LMF, and a regularization parameter that defines the degree of smoothness of the solution, both updated at each iteration according to the noise characteristics of each channel. The novelty of the proposed algorithm is that no knowledge of the noise distribution for each channel is required, and the parameters mentioned above are adjusted based on the partially restored image.
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