Patch confidence k-nearest neighbors denoising

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2010, Pages 1129-1132

  Angelino, Cesario V ^a   Debreuve, Eric ^a   Barlaud, Michel ^a  

^a UNIVERSITY OF NICE SOPHIA ANTIPOLIS   (France)

Author keywords

Confidence; Denoising; Entropy; Image patch; Mean shift

Indexed keywords

CONFIDENCE; DE-NOISING; DE-NOISING TECHNIQUES; GRADIENT DESCENT; IMAGE PATCHES; K-NEAREST NEIGHBORS; MEAN SHIFT; NATURAL IMAGES; NL-MEANS; PROCESS ACCOUNTING; VARIATIONAL APPROACHES;

ENTROPY; IMAGE PROCESSING; IMAGING SYSTEMS;

NOISE POLLUTION CONTROL;

EID: 78651249464     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2010.5651316     Document Type: Conference Paper

References (10)

1. G. Carlsson, T. Ishkhanov, V. de Silva, and A. Zomorodian, "On the local behavior of spaces of natural images," Int. J. Comput. Vision, vol. 76, pp. 1-12, 2008.
2. J. Huang and D. Mumford, "Statistics of natural images and models," in IEEE CVPR, 1999, pp. 541-547.
3. A. B. Lee, K. S. Pedersen, and D. Mumford, "The nonlinear statistics of high-contrast patches in natural images," Int. J. Comput. Vision, vol. 54, no. 1-3, pp. 83-103, 2003.
4. A. Buades, B. Coll, and J.M. Morel, "A non-local algorithm for image denoising," in IEEE CVPR, Washington, DC, USA, 2005, pp. 60-65.
5. S. P. Awate and R. T. Whitaker, "Unsupervised, informationtheoretic, adaptive image filtering for image restoration," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 3, pp. 364-376, 2006.
6. K. Dabov, A. Foi, V. K., and K. Egiazarian, "Image denoising by sparse 3d transform-domain collaborative filtering," IEEE Trans. Image Process., vol. 16, pp. 2007, 2007.
7. C. V. Angelino, E. Debreuve, and M. Barlaud, "Image restoration using a knn-variant of the mean-shift," in IEEE ICIP, San Diego, CA, USA, October 2008.
8. I. A. Ahmad and P. Lin, "A nonparametric estimation of the entropy for absolutely continuous distributions," IEEE Transactions On Information Theory, pp. 372-375, 1976.
9. K. Fukunaga and L. D. Hostetler, "The estimation of the gradient of a density function, with applications in pattern recognition," IEEE Trans. On Inf. Theory, vol. 21, pp. 32-40, 1975.
10. D. Comaniciu and P. Meer, "Mean shift: A robust approach toward feature space analysis," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, pp. 603-619, 2002.