A linear estimator optimized for the structural similarity index and its application to image denoising

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2006, Pages 2637-2640

  Channappayya, Sumohana S ^a   Bovik, Alan C ^a   Heath Jr , Robert W ^a  

^a The University of Texas at Austin   (United States)

Author keywords

Image restoration

Indexed keywords

ADDITIVE WHITE GAUSSIAN NOISE; GAUSSIAN SOURCES; IMAGE DE-NOISING; IMAGE RESTORATION; LEAST SQUARED ERROR; LINEAR ESTIMATORS; PEAK SIGNAL-TO-NOISE RATIO; PERCEPTUAL DISTORTION; STRUCTURAL SIMILARITY; VISUAL QUALITIES;

GAUSSIAN NOISE (ELECTRONIC); IMAGE RECONSTRUCTION; IMAGING SYSTEMS; NOISE POLLUTION CONTROL; OPTIMIZATION; RESTORATION; SIGNAL TO NOISE RATIO; WHITE NOISE;

ESTIMATION;

EID: 70449616133     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2006.313051     Document Type: Conference Paper

References (5)

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2. Hamid R. Sheikh, Alan C. Bovik, and Gustavo de Veciana, "An information fidelity criterion for image quality assessment using natural scene statistics," IEEE Transactions on Image Processing, vol. 14, pp. 2117-2128, Dec. 2005.
3. Sumohana S. Channappayya, "Subjective evaluation of images denoised using SSIM-optimal linear estimators and LLSE estimators," http://www.ece.utexas.edu/~sumohana/ssim.
4. Javier Portilla, Vasily Strela, Martin J. Wainwright, and Eero P. Simoncelli, "Image denoising using scale mixtures of gaussians in the wavelet domain," IEEE Transactions on Image Processing, vol. 12, no. 11, pp. 1338-1351, Nov. 2003.
5. Zhou Wang and Eero P. Simoncelli, "Translation insensitive image similarity in complex wavelet domain," in IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005, vol. 2, pp. 573-576.