Multimodal Task-Driven Dictionary Learning for Image Classification

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Multimodal Task-Driven Dictionary Learning for Image Classification

4 February 2015

Nasser M. Nasrabadi

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Papers citing "Multimodal Task-Driven Dictionary Learning for Image Classification"

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Title
Adversarial robustness of sparse local Lipschitz predictors Ramchandran Muthukumar Jeremias Sulam AAML 92 13 0 26 Feb 2022
Memory-augmented Deep Unfolding Network for Guided Image Super-resolution Man Zhou Keyu Yan Jin-shan Pan Wenqi Ren Qiaokang Xie Xiangyong Cao GAN SupR 74 65 0 12 Feb 2022
Quality-Aware Multimodal Biometric Recognition Sobhan Soleymani Ali Dabouei Fariborz Taherkhani Seyed Mehdi Iranmanesh J. Dawson Nasser M. Nasrabadi CVBM 73 3 0 10 Dec 2021
Multimodal Deep Unfolding for Guided Image Super-Resolution Iman Marivani Evaggelia Tsiligianni Bruno Cornelis Nikos Deligiannis SupR 97 38 0 21 Jan 2020
Deep Multi-View Learning via Task-Optimal CCA Heather D. Couture Roland Kwitt J. S. Marron M. Troester C. Perou Marc Niethammer 53 6 0 17 Jul 2019
Cost-Sensitive Feature Selection by Optimizing F-Measures Meng Liu Chang Xu Yong Luo Chao Xu Yonggang Wen Dacheng Tao 79 82 0 04 Apr 2019
Analysis Dictionary Learning based Classification: Structure for Robustness Wen Tang Ashkan Panahi Hamid Krim Liyi Dai 75 31 0 13 Jul 2018
Multi-Level Feature Abstraction from Convolutional Neural Networks for Multimodal Biometric Identification Sobhan Soleymani Ali Dabouei Hadi Kazemi J. Dawson Nasser M. Nasrabadi CVBM 84 70 0 03 Jul 2018
Generalized Bilinear Deep Convolutional Neural Networks for Multimodal Biometric Identification Sobhan Soleymani A. Torfi J. Dawson Nasser M. Nasrabadi 138 29 0 03 Jul 2018
Multimodal Sparse Bayesian Dictionary Learning Igor Fedorov Bhaskar D. Rao 58 2 0 10 Apr 2018
Supervised Convolutional Sparse Coding Lama Affara Guohao Li Peter Wonka 119 3 0 08 Apr 2018
Multimodal Image Super-resolution via Joint Sparse Representations induced by Coupled Dictionaries P. Song Xin Deng João F. C. Mota Nikos Deligiannis Pier Luigi Dragotti M. Rodrigues SupR 67 69 0 25 Sep 2017
Joint Hierarchical Category Structure Learning and Large-Scale Image Classification Yanyun Qu Li Lin Fumin Shen Chang Lu Yang Wu Yuan Xie Dacheng Tao VLM 132 59 0 15 Sep 2017
Face Recognition using Multi-Modal Low-Rank Dictionary Learning H. Foroughi M. Shakeri Nilanjan Ray Hong Zhang CVBM 101 6 0 15 Mar 2017
ICR: Iterative Convex Refinement for Sparse Signal Recovery Using Spike and Slab Priors Hojjat Seyed Mousavi V. Monga T. Tran 93 37 0 16 Feb 2015
Kernel Task-Driven Dictionary Learning for Hyperspectral Image Classification S. Bahrampour Nasser M. Nasrabadi A. Ray Kenneth W. Jenkins 154 14 0 10 Feb 2015