Convolutional Dictionary Learning: A Comparative Review and New Algorithms

9 September 2017

Papers citing "Convolutional Dictionary Learning: A Comparative Review and New Algorithms"

15 / 15 papers shown

Title
Latent Mode Decomposition Manuel Morante Naveed ur Rehman 31 0 0 23 May 2025
YOLO-RD: Introducing Relevant and Compact Explicit Knowledge to YOLO by Retriever-Dictionary Hao-Tang Tsui Chien-Yao Wang H. Liao ObjD VLM 107 0 0 20 Oct 2024
Dynamic Upsampling of Smoke through Dictionary-based Learning Kai-Yi Bai Wei Li M. Desbrun Xiaopei Liu AI4CE 53 27 0 21 Oct 2019
Convolutional Sparse Coding for High Dynamic Range Imaging Ana Serrano Felix Heide Diego F. F. Gutierrez Gordon Wetzstein B. Masiá 37 98 0 13 Jun 2018
First and Second Order Methods for Online Convolutional Dictionary Learning Jialin Liu Cristina Garcia-Cardona B. Wohlberg W. Yin 92 27 0 31 Aug 2017
Convolutional Dictionary Learning: Acceleration and Convergence Il Yong Chun Jeffrey A. Fessler 88 94 0 03 Jul 2017
Scalable Online Convolutional Sparse Coding Yaqing Wang Quanming Yao James T. Kwok L. Ni 44 34 0 21 Jun 2017
Online Convolutional Dictionary Learning for Multimodal Imaging Kévin Degraux Ulugbek S. Kamilov P. Boufounos Dehong Liu 51 27 0 13 Jun 2017
Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding M. Jas Tom Dupré la Tour Umut Simsekli Alexandre Gramfort 34 44 0 22 May 2017
Convolutional Dictionary Learning via Local Processing Vardan Papyan Yaniv Romano Jeremias Sulam Michael Elad 62 142 0 09 May 2017
ADMM Penalty Parameter Selection by Residual Balancing B. Wohlberg 34 64 0 20 Apr 2017
Synthesis versus analysis in patch-based image priors Mário A. T. Figueiredo 32 9 0 20 Feb 2017
Sparse Modeling for Image and Vision Processing Julien Mairal Francis R. Bach Jean Ponce VLM 92 491 0 12 Nov 2014
Fast Stochastic Alternating Direction Method of Multipliers Leon Wenliang Zhong James T. Kwok 83 116 0 16 Aug 2013
Deconvolving Images with Unknown Boundaries Using the Alternating Direction Method of Multipliers Mariana S. C. Almeida Mário A. T. Figueiredo 84 159 0 09 Oct 2012