A regularized mixed norm multichannel image restoration approach. Hong, M., Stathaki, T., & Katsaggelos, A. In Ninth IEEE Signal Processing Workshop on Statistical Signal and Array Processing (Cat. No.98TH8381), volume 14, pages 220–223, 1998. IEEE, IEEE.
A regularized mixed norm multichannel image restoration approach [link]Paper  doi  abstract   bibtex   
In this paper, we develop a deterministic regularized mixed norm multichannel image restoration algorithm. A functional which combines the least mean squares (LMS), the least mean fourth (LMF), and a smoothing functional using both within- and between-channel deterministic information is proposed. One parameter is defined to control the relative contribution between the LMS and the LMF norms, and a second one (regularization parameter) is defined to control the degree of smoothness of the solution. They are both updated at each iteration step. The novelty of the proposed algorithm is that no knowledge about the noise distribution for each channel is required, and the parameters are adjusted based on the partially restored image.
@inproceedings{hong1998regularized,
abstract = {In this paper, we develop a deterministic regularized mixed norm multichannel image restoration algorithm. A functional which combines the least mean squares (LMS), the least mean fourth (LMF), and a smoothing functional using both within- and between-channel deterministic information is proposed. One parameter is defined to control the relative contribution between the LMS and the LMF norms, and a second one (regularization parameter) is defined to control the degree of smoothness of the solution. They are both updated at each iteration step. The novelty of the proposed algorithm is that no knowledge about the noise distribution for each channel is required, and the parameters are adjusted based on the partially restored image.},
author = {Hong, M.-C. and Stathaki, T. and Katsaggelos, A.K.},
booktitle = {Ninth IEEE Signal Processing Workshop on Statistical Signal and Array Processing (Cat. No.98TH8381)},
doi = {10.1109/SSAP.1998.739374},
isbn = {0-7803-5010-3},
organization = {IEEE},
pages = {220--223},
publisher = {IEEE},
title = {{A regularized mixed norm multichannel image restoration approach}},
url = {http://ieeexplore.ieee.org/document/739374/},
volume = {14},
year = {1998}
}

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