A theory for multiresolution signal decomposition: the wavelet representation SG Mallat IEEE transactions on pattern analysis and machine intelligence 11 (7), 674-693, 1989 | 32533 | 1989 |
A wavelet tour of signal processing S Mallat Elsevier, 1999 | 31810 | 1999 |
Matching pursuits with time-frequency dictionaries SG Mallat, Z Zhang IEEE Transactions on signal processing 41 (12), 3397-3415, 1993 | 13146 | 1993 |
Singularity detection and processing with wavelets S Mallat, WL Hwang IEEE transactions on information theory 38 (2), 617-643, 1992 | 7263 | 1992 |
Characterization of signals from multiscale edges S Mallat, S Zhong IEEE Transactions on Pattern Analysis & Machine Intelligence 14 (07), 710-732, 1992 | 5906 | 1992 |
Multiresolution approximations and wavelet orthonormal bases of 𝐿² (𝑅) SG Mallat Transactions of the American mathematical society 315 (1), 69-87, 1989 | 4689 | 1989 |
Multifrequency channel decompositions of images and wavelet models SG Mallat IEEE Transactions on Acoustics, speech, and signal processing 37 (12), 2091-2110, 1989 | 3568 | 1989 |
Invariant scattering convolution networks J Bruna, S Mallat IEEE transactions on pattern analysis and machine intelligence 35 (8), 1872-1886, 2013 | 1882 | 2013 |
Adaptive greedy approximations G Davis, S Mallat, M Avellaneda Constructive approximation 13, 57-98, 1997 | 1351 | 1997 |
Zero-crossings of a wavelet transform S Mallat IEEE Transactions on Information theory 37 (4), 1019-1033, 1991 | 1234 | 1991 |
Group invariant scattering S Mallat Communications on Pure and Applied Mathematics 65 (10), 1331-1398, 2012 | 1115 | 2012 |
Rigid-motion scattering for texture classification L Sifre, S Mallat arXiv preprint arXiv:1403.1687, 2014 | 915 | 2014 |
Sparse geometric image representations with bandelets E Le Pennec, S Mallat IEEE transactions on image processing 14 (4), 423-438, 2005 | 848 | 2005 |
Understanding deep convolutional networks S Mallat Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2016 | 813 | 2016 |
Phase recovery, maxcut and complex semidefinite programming I Waldspurger, A d’Aspremont, S Mallat Mathematical Programming 149, 47-81, 2015 | 699 | 2015 |
Solving inverse problems with piecewise linear estimators: From Gaussian mixture models to structured sparsity G Yu, G Sapiro, S Mallat IEEE Transactions on Image Processing 21 (5), 2481-2499, 2011 | 688 | 2011 |
Deep scattering spectrum J Andén, S Mallat IEEE Transactions on Signal Processing 62 (16), 4114-4128, 2014 | 649 | 2014 |
Adaptive time-frequency decompositions GM Davis, SG Mallat, Z Zhang Optical engineering 33 (7), 2183-2191, 1994 | 545 | 1994 |
Wavelets for a vision S Mallat Proceedings of the IEEE 84 (4), 604-614, 1996 | 541 | 1996 |
Rotation, scaling and deformation invariant scattering for texture discrimination L Sifre, S Mallat Proceedings of the IEEE conference on computer vision and pattern …, 2013 | 523 | 2013 |