Image and Signal Denoising Methods
Topics
Description: This cluster of papers encompasses a wide range of techniques and algorithms for image denoising, including sparse representations, wavelet transform, deep learning with convolutional neural networks,... more
Related topics (siblings) Advanced Data Compression Techniques, Advanced Image and Video Retrieval Techniques, Advanced Image Processing Techniques, Advanced Neural Network Applications, Advanced Steganography and Watermarking Techniques +29 more
Subfield (parent): Computer Vision and Pattern Recognition
Field: Computer Science
Domain: Physical Sciences
Works count: 81,990
Citations count: 1,439,000
A theory for multiresolution signal decomposition: the wavelet representation
1989 · Stéphane Mallat · IEEE Transactions on Pattern Analysis and Machine Intelligence
Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
1984 · Stuart Geman, Donald Geman · IEEE Transactions on Pattern Analysis and Machine Intelligence
Ten lectures on wavelets
1992 · Ingrid Daubechies