A general framework for image fusion based on multi-scale transform and sparse representation

Image quality assessment: from error visibility to structural similarity

Zhou Wang, Alan C. Bovik, Hamid R. Sheikh et al. · IEEE Transactions on Image Processing · 2004 · 56K citations

Arts, Vision Science, Computer Vision +14

$rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation

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Computing, Computer Science, Data Mining +16

Matching pursuits with time-frequency dictionaries

Stéphane Mallat, Zhifeng Zhang · IEEE Transactions on Signal Processing · 1993 · 9.1K citations

Engineering, Computer Science, Electrical Engineering +17

The Laplacian Pyramid as a Compact Image Code

P.M.S. Burt, Edward H. Adelson · IRE Transactions on Communications Systems · 1983 · 6K citations

Arts, Computer Science, Computer Vision +16

Emergence of simple-cell receptive field properties by learning a sparse code for natural images

Bruno A. Olshausen, David J. Field · Nature · 1996 · 5.8K citations

Computing, Computer Science, Neuroscience +16