Regularization algorithm for blind image restoration based on wavelet transform

Guangxue Jingmi Gongcheng/Optics and Precision Engineering

Volumn 15, Issue 4, 2007, Pages 582-586

  Jiang, Jie ^a   Deng, Qiong ^a   Zhang, Guang Jun ^a  

^a BEIHANG UNIVERSITY   (China)

Author keywords

Blind image restoration; Regularization; Wavelet transform

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; ALGORITHMS; DEGRADATION; FREQUENCY BANDS; MATHEMATICAL MODELS; MEAN SQUARE ERROR; NOISE ABATEMENT; SIGNAL TO NOISE RATIO; WAVELET TRANSFORMS;

BLIND IMAGE RESTORATION; DEGRADING MODEL; POINT SCATTERING FUNCTION; REGULARIZATION;

IMAGE PROCESSING;

EID: 34249847121     PISSN: 1004924X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (8)

1. XUE M, ZOU C R, YANG J, et al. A space-adaptive regularization approach for blind image restoration[J]. J. Image Graphics, 2002, 7(4): 356-362. (in Chinese)
2. HONG H Y, ZHANG T X. Fast restoration algorithm for turbulence-degraded images based on wavelet decomposition[J]. J. Infrared Millim Wave, 2003, 22(4): 451-456. (in Chinese)
3. LIU J P, YU Y L. A blind image restoration algorithm based on wavelet decomposition[J]. Micro-electron. Comput., 2004, 21(8): 73-79. (in Chinese)
4. YOU Y L, KAVECH M. A regularization approach to joint blur identification and image restoration[J]. IEEE Trans. Image Process., 1996, 5(3): 416-428.
5. ZOU M Y. Deconvolution and Signal Recovery[M]. National Defence Industry Press, 2001. (in Chinese)
6. WANG Y Y, SUN ZH M, CAI ZH. Estimation of PSF of image system using modified SVD method[J]. Opt. Precision Eng., 2006, 14(3): 520-525. (in Chinese)
7. ZHANG L, HUANG L Q, ZHAO W J. A multilayered decomposition of hyper-spectral image compression[J]. Opt. Precision Eng., 2006, 14(3): 478-484. (in Chinese)
8. CHEN SH L, HUANG L Q, GUO J H. Image processing based on integral lifting scheme and its implement by DSP[J]. Opt. Precision Eng., 2006, 14(3): 498-502. (in Chinese)