A comprehensive overview of feature representation for biometric recognition

Palmprint identification using sparse and dense hybrid representation

(2018) Somaya Al Maadeed et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Palmprint recognition with an efficient data driven ensemble classifier

(2018) Imad Rida et al.   PATTERN RECOGNITION LETTERS

Local Adaptive Projection Framework for Feature Selection of Labeled and Unlabeled Data

(2018) Xiaojun Chen et al.   IEEE Transactions on Neural Networks and Learning Systems

Adaptive Unsupervised Feature Selection With Structure Regularization

(2018) Minnan Luo et al.   IEEE Transactions on Neural Networks and Learning Systems

An Adaptive Semisupervised Feature Analysis for Video Semantic Recognition

(2018) Minnan Luo et al.   IEEE Transactions on Cybernetics

Palmprint Identification Using an Ensemble of Sparse Representations

(2018) Imad Rida et al.   IEEE Access

Robust gait recognition: a comprehensive survey

(2018) Imad Rida et al.   IET Biometrics

Task-Driven Dictionary Learning Based on Mutual Information for Medical Image Classification

(2017) Idit Diamant et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Fast and Orthogonal Locality Preserving Projections for Dimensionality Reduction

(2017) Rong Wang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Avoiding Optimal Mean ℓ2,1-Norm Maximization-Based Robust PCA for Reconstruction

(2017) Minnan Luo et al.   NEURAL COMPUTATION

Learning Multiple Diagnosis Codes for ICU Patients with Local Disease Correlation Mining

(2017) Sen Wang et al.   ACM Transactions on Knowledge Discovery from Data

Joint Attributes and Event Analysis for Multimedia Event Detection

(2017) Zhigang Ma et al.   IEEE Transactions on Neural Networks and Learning Systems

Exploiting Attribute Correlations: A Novel Trace Lasso-Based Weakly Supervised Dictionary Learning Method

(2017) Lin Wu et al.   IEEE Transactions on Cybernetics

Human Body Part Selection by Group Lasso of Motion for Model-Free Gait Recognition

(2016) Imad Rida et al.   IEEE SIGNAL PROCESSING LETTERS

Diagnosis Code Assignment Using Sparsity-Based Disease Correlation Embedding

(2016) Sen Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Deep learning

(2015) Yann LeCun et al.   NATURE

Gait recognition based on modified phase-only correlation

(2015) Imad Rida et al.   Signal Image and Video Processing

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Learning a factor model via regularized PCA

(2013) Yi-Hao Kao et al.   MACHINE LEARNING

A Survey on Filter Techniques for Feature Selection in Gene Expression Microarray Analysis

(2012) C. Lazar et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Nearly unbiased variable selection under minimax concave penalty

(2010) Cun-Hui Zhang   ANNALS OF STATISTICS

Learning With $\ell ^{1}$-Graph for Image Analysis

(2010) Bin Cheng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

On the Role of Sparse and Redundant Representations in Image Processing

(2010) Michael Elad et al.   PROCEEDINGS OF THE IEEE

Sparse Representation for Computer Vision and Pattern Recognition

(2010) John Wright et al.   PROCEEDINGS OF THE IEEE

Sparse Multiple Kernel Learning for Signal Processing Applications

(2009) N. Subrahmanya et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Sparse Representation for Color Image Restoration

(2007) Julien Mairal et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING