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Fields of Experts

International Journal of Computer Vision · 2009 · Vol. 82(2) · pp. 205–229
Stefan RothMichael J. Black
Image and Signal Denoising MethodsGenerative Adversarial Networks and Image SynthesisAdvanced Vision and ImagingMarkov random fieldInpaintingArtificial intelligenceComputer scienceInferenceField (mathematics)Prior probabilityImage (mathematics)Pattern recognition (psychology)Contrast (vision)
Citations
860
FWCI
38.00
field-weighted impact
References
104
Percentile
100%
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References
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Robust anisotropic diffusion
IEEE Transactions on Image Processing · 1998 · 1,290 citations
Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
IEEE Transactions on Pattern Analysis and Machine Intelligence · 1984 · 17,882 citations
Stable recovery of sparse overcomplete representations in the presence of noise
IEEE Transactions on Information Theory · 2005 · 2,215 citations
What energy functions can be minimized via graph cuts?
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · 3,136 citations
A Unifying Review of Linear Gaussian Models
Neural Computation · 1999 · 877 citations
Region Filling and Object Removal by Exemplar-Based Image Inpainting
IEEE Transactions on Image Processing · 2004 · 3,190 citations
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