A generalization of Non-Local Means via kernel regression

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 6814, Issue , 2008, Pages

  Chatterjee, Priyam ^a   Milanfar, Peyman ^a  

^a University of California   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; COMPUTER GRAPHICS; IMAGE PROCESSING; IMAGING SYSTEMS; IMAGING TECHNIQUES; INDUSTRIAL ECONOMICS; OPTICAL DATA PROCESSING; REGRESSION ANALYSIS; VEGETATION;

COMPUTATIONAL IMAGING; DE-NOISING; DEGREES OF FREEDOM; ELECTRONIC IMAGING; HIGHER ORDER; IMAGE DATA; KERNEL REGRESSION; KERNEL REGRESSION METHOD; REGRESSION (R2); TEXTURE REGIONS;

FOOD PROCESSING;

EID: 44949141502     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.778615     Document Type: Conference Paper

References (8)

1. A. Buades, B. Coll, and J.-M. Morel, "A Non-Local Algorithm for Image Denoising," in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2, pp. 60-65, IEEE Computer Society, (Washington, DC, USA), October 2005.
2. S. M. Smith and J. M. Brady, "SUSAN - A New Approach to Low Level Image Processing," International Journal of Computer Vision 23(1), pp. 45-78, 1997.
3. C. Tomasi and R. Manduchi, "Bilateral Filtering for Gray and Color Images," Proceedings of the Sixth International Conference on Computer Vision, pp. 839-846, IEEE Computer Society, (Washington, DC, USA), January 1998.
4. H. Takeda, S. Farsiu, and P. Milanfar, "Higher Order Bilateral Filters and their properties," in Proceedings of the SPIE Conference on Computational Imaging V, 6498, p. 64980S, February 2007.
5. H. Takeda, S. Farsiu, and P. Milanfar, "Kernel Regression for Image Processing and Reconstruction," IEEE Transactions on Image Processing 16(2), pp. 349-66, 2007.
6. M. Mahmoudi and G. Sapiro, "Fast Image and Video Denoising via Nonlocal Means of Similar Neighborhoods," IEEE Signal Processing Letters 12, pp. 839-842, December 2005.
7. R. C. Bilcu and M. Vehvilainen, "Fast Nonlocal Means for Image Denoising," in Proceedings of the SPIE Conference on Digital Photography III, 6502, p. 65020R, March 2007.
8. A. Buades, B. Coll, and J.-M. Morel, "The Staircasing Effect in Neighborhood Filters and its Solution," IEEE Transactions on Image Processing 15(6), pp. 1499-1505, 2006.