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Sparse Modeling for Image and Vision Processing

12 November 2014

Papers citing "Sparse Modeling for Image and Vision Processing"

40 / 90 papers shown

Title
Visual Explanation by Interpretation: Improving Visual Feedback Capabilities of Deep Neural Networks José Oramas Kaili Wang Tinne Tuytelaars XAI FAtt 47 62 0 18 Dec 2017
Travel time tomography with adaptive dictionaries Michael J. Bianco Peter Gerstoft 51 36 0 16 Dec 2017
Denoising Gravitational Waves using Deep Learning with Recurrent Denoising Autoencoders Hongyu Shen D. George Eliu A. Huerta Zhizhen Zhao 85 66 0 27 Nov 2017
Multiple Instance Hybrid Estimator for Hyperspectral Target Characterization and Sub-pixel Target Detection Changzhe Jiao Chao Chen R. McGarvey Stephanie A. Bohlman Licheng Jiao Alina Zare 74 44 0 31 Oct 2017
Convolutional Dictionary Learning: A Comparative Review and New Algorithms Cristina Garcia-Cardona B. Wohlberg 128 178 0 09 Sep 2017
First and Second Order Methods for Online Convolutional Dictionary Learning Jialin Liu Cristina Garcia-Cardona B. Wohlberg W. Yin 116 27 0 31 Aug 2017
An Analysis of Human-centered Geolocation Kaili Wang Yu-Hui Huang José Oramas Luc Van Gool Tinne Tuytelaars 60 6 0 10 Jul 2017
A multi-layer image representation using Regularized Residual Quantization: application to compression and denoising Sohrab Ferdowsi Svyatoslav Voloshynovskiy Dimche Kostadinov 23 5 0 07 Jul 2017
Convolutional Dictionary Learning: Acceleration and Convergence Il Yong Chun Jeffrey A. Fessler 96 94 0 03 Jul 2017
On Quadratic Convergence of DC Proximal Newton Algorithm for Nonconvex Sparse Learning in High Dimensions Xingguo Li Lin F. Yang J. Ge Jarvis Haupt Tong Zhang T. Zhao 60 14 0 19 Jun 2017
Online Convolutional Dictionary Learning for Multimodal Imaging Kévin Degraux Ulugbek S. Kamilov P. Boufounos Dehong Liu 53 27 0 13 Jun 2017
Convolutional Sparse Representations with Gradient Penalties B. Wohlberg 62 22 0 12 May 2017
Convolutional Dictionary Learning via Local Processing Vardan Papyan Yaniv Romano Jeremias Sulam Michael Elad 90 142 0 09 May 2017
SEAGLE: Sparsity-Driven Image Reconstruction under Multiple Scattering Hsiou-Yuan Liu Dehong Liu Hassan Mansour P. Boufounos Laura Waller Ulugbek S. Kamilov 40 77 0 05 May 2017
Discriminative Nonlinear Analysis Operator Learning: When Cosparse Model Meets Image Classification Zaidao Wen B. Hou L. Jiao 74 11 0 30 Apr 2017
Compressive Sensing Approaches for Autonomous Object Detection in Video Sequences Danil Kuzin Olga Isupova Lyudmila Mihaylova 44 5 0 27 Apr 2017
Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation Zheng Xu Mário A. T. Figueiredo Xiaoming Yuan Christoph Studer Tom Goldstein 49 42 0 10 Apr 2017
Catalyst Acceleration for Gradient-Based Non-Convex Optimization Courtney Paquette Hongzhou Lin Dmitriy Drusvyatskiy Julien Mairal Zaïd Harchaoui ODL 76 40 0 31 Mar 2017
On the Global-Local Dichotomy in Sparsity Modeling Dmitry Batenkov Yaniv Romano Michael Elad 67 15 0 11 Feb 2017
Texture Characterization by Using Shape Co-occurrence Patterns Gui-Song Xia Gang Liu X. Bai Liangpei Zhang 40 14 0 10 Feb 2017
Stochastic Subsampling for Factorizing Huge Matrices A. Mensch Julien Mairal Bertrand Thirion Gaël Varoquaux 67 30 0 19 Jan 2017
Learning Semidefinite Regularizers Yong Sheng Soh V. Chandrasekaran 73 6 0 05 Jan 2017
Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images Noel Codella Q. Nguyen Sharath Pankanti David Gutman Brian Helba Allan Halpern John R. Smith 127 531 0 14 Oct 2016
An Inexact Variable Metric Proximal Point Algorithm for Generic Quasi-Newton Acceleration Hongzhou Lin Julien Mairal Zaïd Harchaoui 90 13 0 04 Oct 2016
Scene Labeling Through Knowledge-Based Rules Employing Constrained Integer Linear Programing Nasim Souly M. Shah 40 2 0 17 Aug 2016
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding Vardan Papyan Yaniv Romano Michael Elad 142 287 0 27 Jul 2016
Social-sparsity brain decoders: faster spatial sparsity Gaël Varoquaux M. Kowalski Bertrand Thirion 52 4 0 21 Jun 2016
Dictionary Learning for Massive Matrix Factorization A. Mensch Julien Mairal Bertrand Thirion Gaël Varoquaux 77 58 0 03 May 2016
Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion Jialei Wang Peder Olsen A. Conn A. Lozano 24 28 0 13 Apr 2016
Convolutional Patch Representations for Image Retrieval: an Unsupervised Approach Mattis Paulin Julien Mairal Matthijs Douze Zaïd Harchaoui Florent Perronnin Cordelia Schmid SSL 86 66 0 01 Mar 2016
An improved analysis of the ER-SpUD dictionary learning algorithm Jarosław Błasiok Jelani Nelson 51 13 0 18 Feb 2016
DOLPHIn - Dictionary Learning for Phase Retrieval Andreas M. Tillmann Yonina C. Eldar Julien Mairal 48 64 0 06 Feb 2016
VideoStory Embeddings Recognize Events when Examples are Scarce A. Habibian Thomas Mensink Cees G. M. Snoek 67 11 0 08 Nov 2015
Parametric Maxflows for Structured Sparse Learning with Convex Relaxations of Submodular Functions Yoshinobu Kawahara Y. Yamaguchi 51 0 0 14 Sep 2015
Fast Robust PCA on Graphs N. Shahid Nathanael Perraudin Vassilis Kalofolias Gilles Puy P. Vandergheynst 111 110 0 29 Jul 2015
Riemannian Dictionary Learning and Sparse Coding for Positive Definite Matrices A. Cherian S. Sra 72 119 0 10 Jul 2015
Reader-Aware Multi-Document Summarization via Sparse Coding Piji Li Lidong Bing Wai Lam Hang Li Yi Liao 76 47 0 28 Apr 2015
Linear Spatial Pyramid Matching Using Non-convex and non-negative Sparse Coding for Image Classification Chengqiang Bao Liangtian He Yilun Wang 28 5 0 27 Apr 2015
Complete Dictionary Recovery over the Sphere Ju Sun Qing Qu John N. Wright 75 202 0 26 Apr 2015
Finding a sparse vector in a subspace: Linear sparsity using alternating directions Qing Qu Ju Sun John N. Wright 129 112 0 15 Dec 2014