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List of works by Lei Zhang

$\ell_{2}$ Restoration of $\ell_{\infty}$-Decoded Images Via Soft-Decision Estimation

scientific article published on 05 June 2012

3-D Palmprint Recognition With Joint Line and Orientation Features

A Benchmark for Edge-Preserving Image Smoothing

scientific article published on 01 April 2019

A Biologically Inspired Sensor Wakeup Control Method for Wireless Sensor Networks

A Deep Structured Model with Radius–Margin Bound for 3D Human Activity Recognition

A Generalized Iterated Shrinkage Algorithm for Non-convex Sparse Coding

A Kernel Classification Framework for Metric Learning.

scientific article published on 21 October 2014

A Multi-scale Bilateral Structure Tensor Based Corner Detector

A Multiscale Approach to Retinal Vessel Segmentation Using Gabor Filters and Scale Multiplication

A New Approach to Automated Retinal Vessel Segmentation Using Multiscale Analysis

A Novel Algorithm for Finding Reducts With Fuzzy Rough Sets

A Novel Breath Analysis System Based on Electronic Olfaction ⬇️

scientific article published on July 26, 2010

A Novel Earth Mover's Distance Methodology for Image Matching with Gaussian Mixture Models

A bintree energy approach for colour image segmentation using adaptive channel selection

A comparative study on quality assessment of high resolution fingerprint images

A completed modeling of local binary pattern operator for texture classification

scientific article published on 8 March 2010

A comprehensive evaluation of full reference image quality assessment algorithms

A feature-enriched completely blind image quality evaluator

scientific article published on 24 April 2015

A joint demosaicking–zooming scheme for single chip digital color cameras

article by Lei Zhang & David Zhang published July 2007 in Computer Vision and Image Understanding

A linear subspace learning approach via sparse coding

A modified matched filter with double-sided thresholding for screening proliferative diabetic retinopathy.

scientific article published on 21 April 2009

A multi-manifold discriminant analysis method for image feature extraction

scholarly article by Wankou Yang et al published August 2011 in Pattern Recognition

A perceptual quality based rate distortion model

A quadratic programming based cluster correspondence projection algorithm for fast point matching

A sparse embedding and least variance encoding approach to hashing

scientific article published on 25 June 2014

A study of hand back skin texture patterns for personal identification and gender classification

scientific article

A survey of graph theoretical approaches to image segmentation

A unified distance measurement for orientation coding in palmprint verification

A variational multiphase level set approach to simultaneous segmentation and bias correction

article

AN adaptive L 1 –L 2 hybrid error model to super-resolution

Active Self-Paced Learning for Cost-Effective and Progressive Face Identification

scientific article published on 16 January 2017

Active contours driven by local image fitting energy

Active contours with selective local or global segmentation: A new formulation and level set method

Adaptive Filtering for Stochastic Systems With Generalized Disturbance Inputs

Adaptive fingerprint pore modeling and extraction

Adaptive spatiotemporal background modelling

Algorithmic scatter correction in dual-energy digital mammography

scientific article published on November 2013

Algorithmic scatter correction in dual-energy digital mammography for calcification imaging

An Efficient Globally Optimal Algorithm for Asymmetric Point Matching

scientific article published on 29 August 2016

An LDA based sensor selection approach used in breath analysis system

An Online System of Multispectral Palmprint Verification

An edge-guided image interpolation algorithm via directional filtering and data fusion

scientific article

Arbitrary body segmentation in static images

scholarly article by Shifeng Li et al published September 2012 in Pattern Recognition

Automatic Image Segmentation by Dynamic Region Merging ⬇️

scientific article published on May 23, 2011

Band-Subset-Based Clustering and Fusion for Hyperspectral Imagery Classification

Beyond sparsity: The role of L1-optimizer in pattern classification

scholarly article by Jian Yang et al published March 2012 in Pattern Recognition

Bit-Scalable Deep Hashing With Regularized Similarity Learning for Image Retrieval and Person Re-Identification ⬇️

scientific article published on 11 August 2015

Blind Image Quality Assessment Using Joint Statistics of Gradient Magnitude and Laplacian Features

scientific article published on 08 September 2014

Block Independent Component Analysis for Face Recognition

Block-layer bit allocation for quality constrained video encoding based on constant perceptual quality

scholarly article published 21 February 2013

Block-layer optimal bit allocation based on constant perceptual quality

article published in 2012

Canny edge detection enhancement by scale multiplication

scientific article published in September 2005

Centralized sparse representation for image restoration

Characterization of palmprints by wavelet signatures via directional context modeling

scientific article published in June 2004

Color demosaicking via directional linear minimum mean square-error estimation

scientific article

Color demosaicking with an image formation model and adaptive PCA

scholarly article by Dahua Gao et al published October 2012 in Journal of Visual Communication and Image Representation

Color reproduction from noisy CFA data of single sensor digital cameras

scientific article

Color space normalization: Enhancing the discriminating power of color spaces for face recognition

article by Jian Yang et al published April 2010 in Pattern Recognition

Comments on "on image matrix based feature extraction algorithms".

scientific article published in October 2007

Computerized wrist pulse signal diagnosis using modified auto-regressive models.

scientific article published on 10 September 2009

Context-based bias removal of statistical models of wavelet coefficients for image denoising

article

Convolutional Sparse Coding for Image Super-Resolution

Cost-Effective Object Detection: Active Sample Mining With Switchable Selection Criteria

scientific article published on 27 July 2018

Cross-Domain Visual Matching via Generalized Similarity Measure and Feature Learning ⬇️

scientific article

Curvature and singularity driven diffusion for oriented pattern enhancement with singular points

Dark line detection with line width extraction

Deep Convolutional Neural Models for Picture-Quality Prediction: Challenges and Solutions to Data-Driven Image Quality Assessment

scholarly article by Jongyoo Kim et al published November 2017 in IEEE: Signal Processing Magazine

Deep Saliency Hashing for Fine-grained Retrieval

scientific article published on 16 March 2020

Denoising by spatial correlation thresholding

Detachable Second-Order Pooling: Toward High-Performance First-Order Networks

scientific article published in 2022

Direct Pore Matching for Fingerprint Recognition

Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation

scientific article published in 2022

Directional binary code with application to PolyU near-infrared face database

Directional independent component analysis with tensor representation

Directional interpolation of noisy images

Discriminative learning of iteration-wise priors for blind deconvolution

Distance Metric Learning via Iterated Support Vector Machines

scientific article published on 11 July 2017

EDGE PRESERVED DENOISING IN MAGNETIC RESONANCE IMAGES AND THEIR APPLICATIONS

Edge detection based on wavelet-domain spatial correlation thresholding

Edge detection by scale multiplication in wavelet domain

Effective texture classification by texton encoding induced statistical features

scholarly article by Jin Xie et al published February 2015 in Pattern Recognition

Efficient Misalignment-Robust Representation for Real-Time Face Recognition

Efficient joint 2D and 3D palmprint matching with alignment refinement

Empirical study of light source selection for palmprint recognition

End-to-End Photo-Sketch Generation via Fully Convolutional Representation Learning ⬇️

Ensemble of local and global information for finger–knuckle-print recognition

article published in 2011

Estimation of systems with statistically-constrained inputs

article by Yan Liang et al published November 2010 in Applied Mathematics and Computation

Evaluation of Image Segmentation Quality by Adaptive Ground Truth Composition

article

Evaluation of ground distances and features in EMD-based GMM matching for texture classification

scholarly article by Hua Hao et al published September 2016 in Pattern Recognition

Evolutionary Discriminant Feature Extraction with Application to Face Recognition

External Patch Prior Guided Internal Clustering for Image Denoising

External Prior Guided Internal Prior Learning for Real-World Noisy Image Denoising

scientific article published on 02 March 2018

FSIM: a feature similarity index for image quality assessment

scientific article published on 31 January 2011

Face Recognition Using a Multi-manifold Discriminant Analysis Method

Face recognition based on regularized nearest points between image sets

Face recognition using FLDA with single training image per person

Fast Compressive Tracking

scientific article published on October 2014

Fast Visual Tracking via Dense Spatio-temporal Context Learning

Fast and robust face recognition via coding residual map learning based adaptive masking

scholarly article by Meng Yang et al published February 2014 in Pattern Recognition

Feature Band Selection for Multispectral Palmprint Recognition

article published in 2010

Feature Band Selection for Online Multispectral Palmprint Recognition

Feature Selection for Monotonic Classification

Feature evaluation and selection based on neighborhood soft margin

Feature extraction based on Laplacian bidirectional maximum margin criterion

article published in 2009

Feature extraction based on fuzzy 2DLDA

Feature extraction using fuzzy inverse FDA

Finger-Knuckle-Print Verification Based on Band-Limited Phase-Only Correlation

Finger-knuckle-print: A new biometric identifier

Fingerprint Pore Matching Based on Sparse Representation

Fisher Discrimination Dictionary Learning for sparse representation

article published in 2011

From Point to Set: Extend the Learning of Distance Metrics

From classifiers to discriminators: A nearest neighbor rule induced discriminant analysis

Gabor Feature Based Sparse Representation for Face Recognition with Gabor Occlusion Dictionary

Gabor feature based robust representation and classification for face recognition with Gabor occlusion dictionary

Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications

Gene expression data classification using locally linear discriminant embedding

scientific article

Generalized Unitarily Invariant Gauge Regularization for Fast Low-Rank Matrix Recovery

scientific article published on 05 May 2020

Gradient Magnitude Similarity Deviation: A Highly Efficient Perceptual Image Quality Index

scientific article published in February 2014

Gradient histogram estimation and preservation for texture enhanced image denoising

scientific article published on 10 April 2014

Group Maximum Differentiation Competition: Model Comparison with Few Samples

scientific article published on 27 December 2018

Hierarchical multiscale LBP for face and palmprint recognition

High resolution partial fingerprint alignment using pore–valley descriptors

article by Qijun Zhao et al published March 2010 in Pattern Recognition

High-order information for robust iris recognition under less controlled conditions

scholarly article published September 2015

Hybrid inter- and intra-wavelet scale image restoration

Image Restoration: From Sparse and Low-Rank Priors to Deep Priors [Lecture Notes]

Image deblurring and super-resolution by adaptive sparse domain selection and adaptive regularization

scientific article published on 28 January 2011

Image demosaicing: a systematic survey

Image denoising and zooming under the linear minimum mean square-error estimation framework

Image noise sensitivity of dual-energy digital mammography for calcification imaging

Image reconstruction with locally adaptive sparsity and nonlocal robust regularization

scholarly article by Weisheng Dong et al published November 2012 in Signal Processing-Image Communication

Image retrieval based on micro-structure descriptor

scholarly article by Guang-Hai Liu et al published September 2011 in Pattern Recognition

Image retrieval based on multi-texton histogram

Image segmentation by iterated region merging with localized graph cuts

Improvement of color video demosaicking in temporal domain

scientific article

Independent components extraction from image matrix

Interactive image segmentation by maximal similarity based region merging

Is White Light the Best Illumination for Palmprint Recognition?

Iterated Graph Cuts for Image Segmentation

Joint Image Denoising and Disparity Estimation via Stereo Structure PCA and Noise-Tolerant Cost

Joint Learning of Multiple Regressors for Single Image Super-Resolution

Joint Registration and Active Contour Segmentation for Object Tracking

Joint discriminative dimensionality reduction and dictionary learning for face recognition

scholarly article by Zhizhao Feng et al published August 2013 in Pattern Recognition

Joint segmentation and pairing of multispectral chromosome images

Laplacian bidirectional PCA for face recognition

Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond

article

Learning Converged Propagations with Deep Prior Ensemble for Image Enhancement

scientific article published on 15 October 2018

Learning Iteration-wise Generalized Shrinkage-Thresholding Operators for Blind Deconvolution.

scientific article

Learning Support Correlation Filters for Visual Tracking

scientific article published on 20 April 2018

Learning Symmetry Consistent Deep CNNs for Face Completion

scientific article published in 2020

Learning a Single Tucker Decomposition Network for Lossy Image Compression with Multiple Bits-Per-Pixel Rates

scientific article published on 09 January 2020

Learning a lightweight deep convolutional network for joint age and gender recognition

scholarly article published December 2016

Learning without Human Scores for Blind Image Quality Assessment

Local Generic Representation for Face Recognition with Single Sample per Person

Local Log-Euclidean Multivariate Gaussian Descriptor and Its Application to Image Classification

scientific article published on 29 April 2016

Local binary pattern statistics feature for reduced reference image quality assessment

Log-Euclidean Kernels for Sparse Representation and Dictionary Learning

Low-dose X-ray CT reconstruction via dictionary learning

scientific article published on 20 April 2012

Measuring relevance between discrete and continuous features based on neighborhood mutual information

Metaface learning for sparse representation based face recognition

Metasample-based sparse representation for tumor classification.

scientific article published in September 2011

Microaneurysm (MA) Detection via Sparse Representation Classifier with MA and Non-MA Dictionary Learning

Mixed Noise Removal by Weighted Encoding With Sparse Nonlocal Regularization

scientific article published on 17 April 2014

Molecular pattern discovery based on penalized matrix decomposition

scientific article published in November 2011

Monogenic Binary Coding: An Efficient Local Feature Extraction Approach to Face Recognition

Monogenic Binary Pattern (MBP): A Novel Feature Extraction and Representation Model for Face Recognition

Monogenic-LBP: A new approach for rotation invariant texture classification

article published in 2010

Multi-scale Patch Based Collaborative Representation for Face Recognition with Margin Distribution Optimization

Multiresolution Modeling and Estimation of Multisensor Data

Multiscale LMMSE-based image denoising with optimal wavelet selection

Noise reduction for magnetic resonance images via adaptive multiscale products thresholding

scientific article published in September 2003

Non-Shift Edge Based Ratio (NSER): An Image Quality Assessment Metric Based on Early Vision Features

Nonlocal Spectral Prior Model for Low-Level Vision

article

Nonlocal back-projection for adaptive image enlargement

Nonlocally centralized sparse representation for image restoration

scientific article published on 21 December 2012

Object separation by polarimetric and spectral imagery fusion

article published in 2009

On Cross Correlation Based Discrete Time Delay Estimation

On Robust Fuzzy Rough Set Models

article published in 2012

On the Dimensionality Reduction for Sparse Representation Based Face Recognition

On the application of cross correlation function to subsample discrete time delay estimation

Online finger-knuckle-print verification for personal authentication

Online joint palmprint and palmvein verification

PID Controller-Based Stochastic Optimization Acceleration for Deep Neural Networks

scientific article published on 28 January 2020

Palmprint Recognition Using 3-D Information

Palmprint Verification on Mobile Phones Using Accelerated Competitive Code

Palmprint Verification using Complex Wavelet Transform

Palmprint verification using binary orientation co-occurrence vector

Palmprint verification using consistent orientation coding

Panoramic Background Image Generation for PTZ Cameras

scientific article published on 24 January 2019

Parallel versus Hierarchical Fusion of Extended Fingerprint Features

Partial Deconvolution with Inaccurate Blur Kernel

scientific article published on 17 October 2017

Patch Group Based Bayesian Learning for Blind Image Denoising

Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising

Pattern Classification for Doppler Ultrasonic Wrist Pulse Signals

Perceptual Fidelity Aware Mean Squared Error

Phase congruency induced local features for finger-knuckle-print recognition

Point Matching in the Presence of Outliers in Both Point Sets: A Concave Optimization Approach

Principal Line-Based Alignment Refinement for Palmprint Recognition

Principal line based ICP alignment for palmprint verification

Push–Pull marginal discriminant analysis for feature extraction

RFSIM: A feature based image quality assessment metric using Riesz transforms

ROBUST OBJECT TRACKING USING JOINT COLOR-TEXTURE HISTOGRAM

article by JIFENG NING et al published November 2009 in International Journal of Pattern Recognition and Artificial Intelligence

Rank Entropy-Based Decision Trees for Monotonic Classification

Real-Time Compressive Tracking

Real-time lossless compression of mosaic video sequences

Real-time object tracking via online discriminative feature selection

scientific article published on 8 August 2013

Reconstruction based finger-knuckle-print verification with score level adaptive binary fusion

scientific article

Reduced reference image quality assessment via sub-image similarity based redundancy measurement

Regularized robust coding for face recognition

scientific article

Reinitialization-Free Level Set Evolution via Reaction Diffusion ⬇️

scientific article published on August 17, 2012

Relaxed collaborative representation for pattern classification

scientific article published in June 2012

Retinal vessel extraction by matched filter with first-order derivative of Gaussian

scientific article published on 3 March 2010

Robust Multi-Exposure Image Fusion: A Structural Patch Decomposition Approach

scientific article published on 20 February 2017

Robust Multiview Subspace Learning With Nonindependently and Nonidentically Distributed Complex Noise

scientific article published on 19 June 2019

Robust Object Extraction and Change Detection in Retinal Images for Diabetic Clinical Studies

Robust Object Tracking Via Active Feature Selection

Robust Online Matrix Factorization for Dynamic Background Subtraction

scientific article

Robust Point Matching Revisited: A Concave Optimization Approach

Robust color demosaicking with adaptation to varying spectral correlations

scientific article

Robust kernel representation with statistical local features for face recognition

scientific article

Robust low-rank tensor factorization by cyclic weighted median

Robust mean-shift tracking with corrected background-weighted histogram

article published in 2012

Robust sparse coding for face recognition

Rotation Invariant Non-rigid Shape Matching in Cluttered Scenes

Rotation invariant texture classification using LBP variance (LBPV) with global matching

Rotation invariant texture classification using adaptive LBP with directional statistical features

Rotation-invariant nonrigid point set matching in cluttered scenes

scientific article published in May 2012

SSL: A Self-similarity Loss for Improving Generative Image Super-resolution

scientific article published on 26 October 2024

Sample Pair Selection for Attribute Reduction with Rough Set

Scale and orientation adaptive mean shift tracking

Scatter correction algorithm without extra exposure for dual-energy digital mammography

Segmentation of fingerprint image by using polarimetric feature

Semi-coupled dictionary learning with applications to image super-resolution and photo-sketch synthesis

Sequential row–column independent component analysis for face recognition

Shrinkage Expansion Adaptive Metric Learning

Sparse Representation Based Fisher Discrimination Dictionary Learning for Image Classification

article published in 2014

Sparse Representation Classifier for microaneurysm detection and retinal blood vessel extraction

Sparse Variation Dictionary Learning for Face Recognition with a Single Training Sample per Person

Sparse neighbor representation for classification

scholarly article by Kang-hua Hui et al published April 2012 in Pattern Recognition Letters

Sparse representation based image interpolation with nonlocal autoregressive modeling

scientific article

Sparse representation classifier steered discriminative projection with applications to face recognition

scientific article published in July 2013

Sparse representation or collaborative representation: Which helps face recognition?

Sparse representation-based classification for breath sample identification

Sparsely encoded local descriptor for face verification

Sparsity-based image deblurring with locally adaptive and nonlocally robust regularization

Sparsity-based image denoising via dictionary learning and structural clustering

Spatial correlation thresholding-based edge-preserving image restoration

Spatial-Temporal Color Video Reconstruction From Noisy CFA Sequence

Spectropolarimetric imaging for pathological analysis of skin

scientific article published in April 2009

State smoothing in Markov jump systems with lagged mode observation

scholarly article by Yan Liang et al published 30 March 2010 in International Journal of Adaptive Control and Signal Processing

Strategy of Statistics-Based Visualization for Segmented 3D Cardiac Volume Data Set

scholarly article by Changqing Gai et al published 2011 in Lecture Notes in Computer Science

Studies on Hyperspectral Face Recognition in Visible Spectrum With Feature Band Selection

scholarly article by Wei Di et al published November 2010 in IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans

Super-resolution with nonlocal regularized sparse representation

Support Vector Guided Dictionary Learning

Temporal color video demosaicking via motion estimation and data fusion

Texture Enhanced Image Denoising via Gradient Histogram Preservation

Texture classification via patch-based sparse texton learning

The Public Security and Personal Privacy Survey: Biometric Technology in Hong Kong

The discrete Kalman filtering of a class of dynamic multiscale systems

The impact of calibration phantom errors on dual-energy digital mammography

scientific article

Three Dimensional Palmprint Recognition using Structured Light Imaging

Three dimensional palmprint recognition

Threshold analysis in wavelet-based denoising

Transductive Gaussian processes for image denoising

Tumor classification based on non-negative matrix factorization using gene expression data.

scientific article

Tumor clustering using nonnegative matrix factorization with gene selection

scientific article published on 14 April 2009

Two denoising methods by wavelet transform

Two-stage image denoising by principal component analysis with local pixel grouping

article

Unsupervised feature selection by regularized self-representation

scholarly article by Pengfei Zhu et al published February 2015 in Pattern Recognition

Waterloo Exploration Database: New Challenges for Image Quality Assessment Models

scientific article published on 22 November 2016

Wavelet Based Analysis of Doppler Ultrasonic Wrist-pulse Signals

Wavelet Estimation of Fractional Brownian Motion Embedded in a Noisy Environment

Weighted Distance Based Sensor Selection for Target Tracking in Wireless Sensor Networks

Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision

Weighted Nuclear Norm Minimization with Application to Image Denoising

Weighted Schatten $p$ -Norm Minimization for Image Denoising and Background Subtraction ⬇️

Wrist pulse signal diagnosis using modified Gaussian models and Fuzzy C-Means classification

scientific article published on 10 September 2009

Wrist-Pulse Signal Diagnosis Using ICPulse

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