A new discriminative collaborative representation-based classification method via l2 regularizations

Multifeature Dictionary Learning for Collaborative Representation Classification of Hyperspectral Imagery

(2018) Hongjun Su et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Diverse Region-Based CNN for Hyperspectral Image Classification

(2018) Mengmeng Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Deep Collaborative Embedding for Social Image Understanding

(2018) Zechao Li et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Two-phase linear reconstruction measure-based classification for face recognition

(2018) Jianping Gou et al.   INFORMATION SCIENCES

Robust face recognition via hierarchical collaborative representation

(2018) Duc My Vo et al.   INFORMATION SCIENCES

Robust collaborative representation-based classification via regularization of truncated total least squares

(2018) Shaoning Zeng et al.   NEURAL COMPUTING & APPLICATIONS

Salient object detection based on multi-scale contrast

(2018) Hai Wang et al.   NEURAL NETWORKS

A collaborative-competitive representation based classifier model

(2018) Haoliang Yuan et al.   NEUROCOMPUTING

Competitive and collaborative representation for classification

(2018) Hongmei Chi et al.   PATTERN RECOGNITION LETTERS

A generalized mean distance-based k-nearest neighbor classifier

(2018) Jianping Gou et al.   EXPERT SYSTEMS WITH APPLICATIONS

Weighted locality collaborative representation based on sparse subspace

(2018) Xiao Dong et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Several robust extensions of collaborative representation for image classification

(2018) Jianping Gou et al.   NEUROCOMPUTING

Collaborative representation with k-nearest classes for classification

(2018) Chengyong Zheng et al.   PATTERN RECOGNITION LETTERS

An antinoise sparse representation method for robust face recognition via joint l 1 and l 2 regularization

(2017) Shaoning Zeng et al.   EXPERT SYSTEMS WITH APPLICATIONS

Spatial-Aware Collaborative Representation for Hyperspectral Remote Sensing Image Classification

(2017) Junjun Jiang et al.   IEEE Geoscience and Remote Sensing Letters

A Hierarchical Fused Fuzzy Deep Neural Network for Data Classification

(2017) Yue Deng et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Detecting Silicone Mask-Based Presentation Attack via Deep Dictionary Learning

(2017) Ishan Manjani et al.   IEEE Transactions on Information Forensics and Security

Face Recognition via Collaborative Representation: Its Discriminant Nature and Superposed Representation

(2017) Weihong Deng et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Collaborative sparse representation leaning model for RGBD action recognition

(2017) Z. Gao et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Improving sparsity of coefficients for robust sparse and collaborative representation-based image classification

(2017) Shaoning Zeng et al.   NEURAL COMPUTING & APPLICATIONS

Information transduction capacity reduces the uncertainties in annotation-free isoform discovery and quantification

(2017) Yue Deng et al.   NUCLEIC ACIDS RESEARCH

Joint and collaborative representation with local adaptive convolution feature for face recognition with single sample per person

(2017) Meng Yang et al.   PATTERN RECOGNITION

Efficient classification with sparsity augmented collaborative representation

(2017) Naveed Akhtar et al.   PATTERN RECOGNITION

A New Discriminative Sparse Representation Method for Robust Face Recognition via $l_{2}$ Regularization

(2017) Yong Xu et al.   IEEE Transactions on Neural Networks and Learning Systems

Deep Direct Reinforcement Learning for Financial Signal Representation and Trading

(2017) Yue Deng et al.   IEEE Transactions on Neural Networks and Learning Systems

Discriminant Kernel Assignment for Image Coding

(2017) Yue Deng et al.   IEEE Transactions on Cybernetics

Tangent Distance-Based Collaborative Representation for Hyperspectral Image Classification

(2016) Hongjun Su et al.   IEEE Geoscience and Remote Sensing Letters

Collaborative Sparse Coding for Multiview Action Recognition

(2016) Wei Wang et al.   IEEE MULTIMEDIA

Probabilistic-Kernel Collaborative Representation for Spatial–Spectral Hyperspectral Image Classification

(2016) Jianjun Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A video semantic detection method based on locality-sensitive discriminant sparse representation and weighted KNN

(2016) Yongzhao Zhan et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Discriminative local collaborative representation for online object tracking

(2016) Si Chen et al.   KNOWLEDGE-BASED SYSTEMS

Multiplication fusion of sparse and collaborative representation for robust face recognition

(2016) Shaoning Zeng et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Deep Dictionary Learning

(2016) Snigdha Tariyal et al.   IEEE Access

Penalized collaborative representation based classification for face recognition

(2015) Wei Huang et al.   APPLIED INTELLIGENCE

Collaborative Representation for Hyperspectral Anomaly Detection

(2015) Wei Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Robust Structured Subspace Learning for Data Representation

(2015) Zechao Li et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A collaborative representation based projections method for feature extraction

(2015) Wankou Yang et al.   PATTERN RECOGNITION

KCRC-LCD: Discriminative kernel collaborative representation with locality constrained dictionary for visual categorization

(2015) Weiyang Liu et al.   PATTERN RECOGNITION

Image Set-Based Collaborative Representation for Face Recognition

(2014)   IEEE Transactions on Information Forensics and Security

Classification and Boosting with Multiple Collaborative Representations

(2014) Yuejie Chi et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Kernel locality-constrained collaborative representation based discriminant analysis

(2014) Lai Wei et al.   KNOWLEDGE-BASED SYSTEMS

Learning locality-constrained collaborative representation for robust face recognition

(2014) Xi Peng et al.   PATTERN RECOGNITION

Integrating Conventional and Inverse Representation for Face Recognition

(2014) Yong Xu et al.   IEEE Transactions on Cybernetics

Adaptive and Weighted Collaborative Representations for image classification

(2013) Radu Timofte et al.   PATTERN RECOGNITION LETTERS

A simple and fast representation-based face recognition method

(2012) Yong Xu et al.   NEURAL COMPUTING & APPLICATIONS

Collaborative neighbor representation based classification using -minimization approach

(2012) Jadoon Waqas et al.   PATTERN RECOGNITION LETTERS

Robust Face Recognition via Sparse Representation

(2009) J. Wright et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE