Optics and Precision Engineering, Volume. 17, Issue 11, 2828(2009)
Image restoration based on Hopfield neural network and wavelet domain HMT model
[3] [3] EICHMANN G, STOJANCIC M. Superresolving signal and image restoration using a linear associative memory [J]. Appl. Opt., 1987,26:1911-1918.
[4] [4] ZHOU Y T, CHELLAPPA R, JENKINS B K. Image restoration using a neural network [J]. IEEE Trans. Acoust. Speech Signal Processing, 1988,36(7):1141-1151.
[5] [5] PAIK J K, KATSAGGELOS A K. Image restoration using a modified Hopfield network [J]. IEEE Trans. on Image Processing, 1992,1(1):49-63.
[6] [6] WANG L, QI F H, MO Y L. Analysis of accurately restoring degraded images based on continuous Hopfield neural network [J]. Journal of Shang Hai Jiao Tong University, 1997,31(12):43-46. (in Chinese)
[7] [7] HAN Y B, WU L N. Image restoration using a modified Hopfield neural network of continuous state change [J]. Signal Processing, 2004,20(5):431-435. (in Chinese)
[8] [8] WU Y D, ZHU Q X, SUN S X,et al.. Image restoration using variational PDE-based neural network [J]. Neurocomputing, 2006,69(16-18):2364-2368.
[9] [9] CROUSE M S, NOWAK R D, BARANIUK R G. Wavelet-based statistical signal processing using hidden Markov models [J]. IEEE Trans. on Signal Processing, 1998,46(4):886-902.
[11] [11] ZHAO SH B, PENG S L. Wavelet-domain HMT-based image superresolution [J]. Journal of Computer-Aided Design & Computer Graphics, 2003,15(11):1347-1352. (in Chinese)
[12] [12] WANG X L, ZHAO S B, PENG S L. Image restoration based on wavelet-domain hidden Markov tree model [J]. Chinese Journal of Computers, 2005,28(6):1006-1012. (in Chinese)
[13] [13] ZOU M Y. Deconvolution and Signal Recovery [M]. Beijing: National Defence Industry Press, 2001. (in Chinese)
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LOU Shuai, DING Zhen-liang, YUAN Feng, LI Jing. Image restoration based on Hopfield neural network and wavelet domain HMT model[J]. Optics and Precision Engineering, 2009, 17(11): 2828
Received: Oct. 9, 2008
Accepted: --
Published Online: Aug. 31, 2010
The Author Email: Shuai LOU (hitloushuai@163.com)
CSTR:32186.14.