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Learning With ℓ1-Graph for Image Analysis

IEEE transactions on image processing, 2010-04, Vol.19 (4), p.858-866

2010

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Compressed Sensing Off the Grid

IEEE transactions on information theory, 2013-11, Vol.59 (11), p.7465-7490

2013

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Image Super-Resolution Via Sparse Representation

IEEE transactions on image processing, 2010-11, Vol.19 (11), p.2861-2873

2010

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Atomic Norm Denoising With Applications to Line Spectral Estimation

IEEE transactions on signal processing, 2013-12, Vol.61 (23), p.5987-5999

2013

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Front-End Factor Analysis for Speaker Verification

IEEE transactions on audio, speech, and language processing, 2011-05, Vol.19 (4), p.788-798

2011

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Naturalness Preserved Enhancement Algorithm for Non-Uniform Illumination Images

IEEE transactions on image processing, 2013-09, Vol.22 (9), p.3538-3548

2013

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Unsupervised feature selection by regularized self-representation

Pattern recognition, 2015-02, Vol.48 (2), p.438-446

2015

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Robust Object Tracking via Sparse Collaborative Appearance Model

IEEE transactions on image processing, 2014-05, Vol.23 (5), p.2356-2368

2014

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Double Sparsity: Learning Sparse Dictionaries for Sparse Signal Approximation

IEEE transactions on signal processing, 2010-03, Vol.58 (3), p.1553-1564

2010

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An extensive comparative study of cluster validity indices

Pattern recognition, 2013-01, Vol.46 (1), p.243-256

2013

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An extensive experimental comparison of methods for multi-label learning

Pattern recognition, 2012-09, Vol.45 (9), p.3084-3104

2012

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Fuzzy C-Means Clustering With Local Information and Kernel Metric for Image Segmentation

IEEE transactions on image processing, 2013-02, Vol.22 (2), p.573-584

2013

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Region-Based Saliency Detection and Its Application in Object Recognition

IEEE transactions on circuits and systems for video technology, 2014-05, Vol.24 (5), p.769-779

2014

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Data clustering: 50 years beyond K-means

Pattern recognition letters, 2010-06, Vol.31 (8), p.651-666

Jain, Anil K.

2010

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Learning Sparsifying Transforms

IEEE transactions on signal processing, 2013-03, Vol.61 (5), p.1072-1086

2013

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A Statistical Prediction Model Based on Sparse Representations for Single Image Super-Resolution

IEEE transactions on image processing, 2014-06, Vol.23 (6), p.2569-2582

2014

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Learning to Sense Sparse Signals: Simultaneous Sensing Matrix and Sparsifying Dictionary Optimization

IEEE transactions on image processing, 2009-07, Vol.18 (7), p.1395-1408

2009

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Sensitivity to Basis Mismatch in Compressed Sensing

IEEE transactions on signal processing, 2011-05, Vol.59 (5), p.2182-2195

2011

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Nonlocal Image Restoration With Bilateral Variance Estimation: A Low-Rank Approach

IEEE transactions on image processing, 2013-02, Vol.22 (2), p.700-711

2013

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Survey on speech emotion recognition: Features, classification schemes, and databases

Pattern recognition, 2011-03, Vol.44 (3), p.572-587

2011

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D-ADMM: A Communication-Efficient Distributed Algorithm for Separable Optimization

IEEE transactions on signal processing, 2013-05, Vol.61 (10), p.2718-2723

2013

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Clustering on Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds

IEEE transactions on signal processing, 2014-02, Vol.62 (4), p.905-918

2014

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The Synchrosqueezing algorithm for time-varying spectral analysis: Robustness properties and new paleoclimate applications

Signal processing, 2013-05, Vol.93 (5), p.1079-1094

2013

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Sparsity preserving projections with applications to face recognition

Pattern recognition, 2010, Vol.43 (1), p.331-341

2010

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Cluster-Based Co-Saliency Detection

IEEE transactions on image processing, 2013-10, Vol.22 (10), p.3766-3778

2013

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Einstellungen

Learning With ℓ1-Graph for Image Analysis

Compressed Sensing Off the Grid

Image Super-Resolution Via Sparse Representation

Atomic Norm Denoising With Applications to Line Spectral Estimation

Front-End Factor Analysis for Speaker Verification

Naturalness Preserved Enhancement Algorithm for Non-Uniform Illumination Images

Unsupervised feature selection by regularized self-representation

Robust Object Tracking via Sparse Collaborative Appearance Model

Double Sparsity: Learning Sparse Dictionaries for Sparse Signal Approximation

An extensive comparative study of cluster validity indices

An extensive experimental comparison of methods for multi-label learning

Fuzzy C-Means Clustering With Local Information and Kernel Metric for Image Segmentation

Region-Based Saliency Detection and Its Application in Object Recognition

Data clustering: 50 years beyond K-means

Learning Sparsifying Transforms

A Statistical Prediction Model Based on Sparse Representations for Single Image Super-Resolution

Learning to Sense Sparse Signals: Simultaneous Sensing Matrix and Sparsifying Dictionary Optimization

Sensitivity to Basis Mismatch in Compressed Sensing

Nonlocal Image Restoration With Bilateral Variance Estimation: A Low-Rank Approach

Survey on speech emotion recognition: Features, classification schemes, and databases

D-ADMM: A Communication-Efficient Distributed Algorithm for Separable Optimization

Clustering on Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds

The Synchrosqueezing algorithm for time-varying spectral analysis: Robustness properties and new paleoclimate applications

Sparsity preserving projections with applications to face recognition

Cluster-Based Co-Saliency Detection

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