Bob Zhang

Orcid: 0000-0003-2497-9519

Affiliations:
  • University of Macau, Department of Computer and Information Science, China


According to our database1, Bob Zhang authored at least 240 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Logical Relation Inference and Multiview Information Interaction for Domain Adaptation Person Re-Identification.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification.
Int. J. Comput. Vis., October, 2024

Probabilistic Nuclear-Norm Matrix Regression Regularized by Random Graph Theory.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2024

Discriminative Multiview Learning for Robust Palmprint Feature Representation and Recognition.
IEEE Trans. Biom. Behav. Identity Sci., July, 2024

Structure Suture Learning-Based Robust Multiview Palmprint Recognition.
IEEE Trans. Neural Networks Learn. Syst., June, 2024

Fuzzy Graph Subspace Convolutional Network.
IEEE Trans. Neural Networks Learn. Syst., April, 2024

Accelerated PALM for Nonconvex Low-Rank Matrix Recovery With Theoretical Analysis.
IEEE Trans. Circuits Syst. Video Technol., April, 2024

Unified Framework for Faster Clustering via Joint Schatten p-Norm Factorization With Optimal Mean.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

AGP-Net: Adaptive Graph Prior Network for Image Denoising.
IEEE Trans. Ind. Informatics, March, 2024

Discriminative Regression With Adaptive Graph Diffusion.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

Linear Regression Problem Relaxations Solved by Nonconvex ADMM With Convergence Analysis.
IEEE Trans. Circuits Syst. Video Technol., February, 2024

Sparse representation scheme with enhanced medium pixel intensity for face recognition.
CAAI Trans. Intell. Technol., February, 2024

A deep convolutional neural network for diabetic retinopathy detection via mining local and long-range dependence.
CAAI Trans. Intell. Technol., February, 2024

Tensorized Multi-View Low-Rank Approximation Based Robust Hand-Print Recognition.
IEEE Trans. Image Process., 2024

Complete Region of Interest for Unconstrained Palmprint Recognition.
IEEE Trans. Image Process., 2024

Learning Attention in the Frequency Domain for Flexible Real Photograph Denoising.
IEEE Trans. Image Process., 2024

HGAIQA: A Novel Hand-Geometry-Aware Image Quality Assessment Framework for Contactless Palmprint Recognition.
IEEE Trans. Instrum. Meas., 2024

A Dual-Level Cancelable Framework for Palmprint Verification and Hack-Proof Data Storage.
IEEE Trans. Inf. Forensics Secur., 2024

Robust and Sparse Least Square Regression for Finger Vein and Finger Knuckle Print Recognition.
IEEE Trans. Inf. Forensics Secur., 2024

Joint Discriminative Analysis With Low-Rank Projection for Finger Vein Feature Extraction.
IEEE Trans. Inf. Forensics Secur., 2024

Learning Frequency-Aware Common Feature for VIS-NIR Heterogeneous Palmprint Recognition.
IEEE Trans. Inf. Forensics Secur., 2024

Latent Linear Discriminant Analysis for feature extraction via Isometric Structural Learning.
Pattern Recognit., 2024

A self-supervised network for image denoising and watermark removal.
Neural Networks, 2024

Uncertainty-aware prototypical learning for anomaly detection in medical images.
Neural Networks, 2024

Dual low-rank structure embedding for robust visual information processing.
Knowl. Based Syst., 2024

Hand-based multimodal biometric fusion: A review.
Inf. Fusion, 2024

Open-Vocabulary Calibration for Vision-Language Models.
CoRR, 2024

A multi-feature-based intelligent redundancy elimination scheme for cloud-assisted health systems.
CAAI Trans. Intell. Technol., 2024

Uncertainty-Aware Pseudo-Labeling and Dual Graph Driven Network for Incomplete Multi-View Multi-Label Classification.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Implicit Prompt Learning for Image Denoising.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

QFormer: An Efficient Quaternion Transformer for Image Denoising.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

A Generative Method for Finger Knuckle Print Recognition.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Open-Vocabulary Calibration for Fine-tuned CLIP.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Toward Efficient Palmprint Feature Extraction by Learning a Single-Layer Convolution Network.
IEEE Trans. Neural Networks Learn. Syst., December, 2023

Learning with Euler Collaborative Representation for Robust Pattern Analysis.
ACM Trans. Intell. Syst. Technol., December, 2023

Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., December, 2023

Application of improved virtual sample and sparse representation in face recognition.
CAAI Trans. Intell. Technol., December, 2023

A novel method using LSTM-RNN to generate smart contracts code templates for improved usability.
Multim. Tools Appl., November, 2023

Flexible and Generalized Real Photograph Denoising Exploiting Dual Meta Attention.
IEEE Trans. Cybern., October, 2023

Adversarially Learning Occlusions by Backpropagation for Face Recognition.
Sensors, October, 2023

Collaborative representation induced broad learning model for classification.
Appl. Intell., October, 2023

Few-Shot Learning for Image Denoising.
IEEE Trans. Circuits Syst. Video Technol., September, 2023

An activated variable parameter gradient-based neural network for time-variant constrained quadratic programming and its applications.
CAAI Trans. Intell. Technol., September, 2023

Two-view attention-guided convolutional neural network for mammographic image classification.
CAAI Trans. Intell. Technol., June, 2023

A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications.
Artif. Intell. Rev., May, 2023

Linear discriminant analysis with generalized kernel constraint for robust image classification.
Pattern Recognit., April, 2023

Cross-database attack of different coding-based palmprint templates.
Knowl. Based Syst., March, 2023

Two novel style-transfer palmprint reconstruction attacks.
Appl. Intell., March, 2023

Deep Supervised Dual Cycle Adversarial Network for Cross-Modal Retrieval.
IEEE Trans. Circuits Syst. Video Technol., February, 2023

Unpaired remote sensing image super-resolution with content-preserving weak supervision neural network.
Sci. China Inf. Sci., January, 2023

Adaptive Graph Embedded Preserving Projection Learning for Feature Extraction and Selection.
IEEE Trans. Syst. Man Cybern. Syst., 2023

A Survey on Incomplete Multiview Clustering.
IEEE Trans. Syst. Man Cybern. Syst., 2023

Joint Augmented and Compressed Dictionaries for Robust Image Classification.
ACM Trans. Multim. Comput. Commun. Appl., 2023

Intrinsic and Complete Structure Learning Based Incomplete Multiview Clustering.
IEEE Trans. Multim., 2023

Incorporating Linear Regression Problems Into an Adaptive Framework With Feasible Optimizations.
IEEE Trans. Multim., 2023

Learning Sparse and Discriminative Multimodal Feature Codes for Finger Recognition.
IEEE Trans. Multim., 2023

Consensus Sparsity: Multi-Context Sparse Image Representation via L<sub>∞</sub>-Induced Matrix Variate.
IEEE Trans. Image Process., 2023

CO<sub>3</sub>Net: Coordinate-Aware Contrastive Competitive Neural Network for Palmprint Recognition.
IEEE Trans. Instrum. Meas., 2023

Multi-stage image denoising with the wavelet transform.
Pattern Recognit., 2023

An Isomerism Learning Model to Solve Time-Varying Problems Through Intelligent Collaboration.
IEEE CAA J. Autom. Sinica, 2023

Learning salient self-representation for image recognition via orthogonal transformation.
Expert Syst. Appl., 2023

Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition.
CoRR, 2023

A Distributed Computation Model Based on Federated Learning Integrates Heterogeneous models and Consortium Blockchain for Solving Time-Varying Problems.
CoRR, 2023

A robust newton iterative algorithm for acoustic location based on solving linear matrix equations in the presence of various noises.
Appl. Intell., 2023

Incomplete Multi-View Clustering with Regularized Hierarchical Graph.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Tensorized Incomplete Multi-View Clustering with Intrinsic Graph Completion.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Joint Constrained Least-Square Regression With Deep Convolutional Feature for Palmprint Recognition.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Innovative Contactless Palmprint Recognition System Based on Dual-Camera Alignment.
IEEE Trans. Syst. Man Cybern. Syst., 2022

PID Controller-Guided Attention Neural Network Learning for Fast and Effective Real Photographs Denoising.
IEEE Trans. Neural Networks Learn. Syst., 2022

Jointly Heterogeneous Palmprint Discriminant Feature Learning.
IEEE Trans. Neural Networks Learn. Syst., 2022

Deformable Template Network (DTN) for Object Detection.
IEEE Trans. Multim., 2022

Towards Fast and Robust Real Image Denoising With Attentive Neural Network and PID Controller.
IEEE Trans. Multim., 2022

Deep Bilateral Filtering Network for Point-Supervised Semantic Segmentation in Remote Sensing Images.
IEEE Trans. Image Process., 2022

Meta PID Attention Network for Flexible and Efficient Real-World Noisy Image Denoising.
IEEE Trans. Image Process., 2022

Weighted Correlation Embedding Learning for Domain Adaptation.
IEEE Trans. Image Process., 2022

Learning Compact Multirepresentation Feature Descriptor for Finger-Vein Recognition.
IEEE Trans. Inf. Forensics Secur., 2022

Super Resolution Guided Deep Network for Land Cover Classification From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

NFANet: A Novel Method for Weakly Supervised Water Extraction From High-Resolution Remote-Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022

Regularization on Augmented Data to Diversify Sparse Representation for Robust Image Classification.
IEEE Trans. Cybern., 2022

Joint Discriminative Latent Subspace Learning for Image Classification.
IEEE Trans. Circuits Syst. Video Technol., 2022

Meta-Pixel-Driven Embeddable Discriminative Target and Background Dictionary Pair Learning for Hyperspectral Target Detection.
Remote. Sens., 2022

Low-rank inter-class sparsity based semi-flexible target least squares regression for feature representation.
Pattern Recognit., 2022

Locality preserving projection with symmetric graph embedding for unsupervised dimensionality reduction.
Pattern Recognit., 2022

Sentiment Analysis of Review Data Using Blockchain and LSTM to Improve Regulation for a Sustainable Market.
J. Theor. Appl. Electron. Commer. Res., 2022

Convergence and robustness of bounded recurrent neural networks for solving dynamic Lyapunov equations.
Inf. Sci., 2022

Double-cohesion learning based multiview and discriminant palmprint recognition.
Inf. Fusion, 2022

Geometric-Spectral Reconstruction Learning for Multi-Source Open-Set Classification With Hyperspectral and LiDAR Data.
IEEE CAA J. Autom. Sinica, 2022

Domain adaptive subspace transfer model for sensor drift compensation in biologically inspired electronic nose.
Expert Syst. Appl., 2022

A Survey on Incomplete Multi-view Clustering.
CoRR, 2022

Missing-view completion for fatty liver disease detection.
Comput. Biol. Medicine, 2022

Multi-Branch-CNN: Classification of ion channel interacting peptides using multi-branch convolutional neural network.
Comput. Biol. Medicine, 2022

Kernel nonnegative representation-based classifier.
Appl. Intell., 2022

Row-sparsity Binary Feature Learning for Open-set Palmprint Recognition.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022

Multi-feature representation for fatty liver disease detection with breath sample analysis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Generative Adaptive Convolutions for Real-World Noisy Image Denoising.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Information Fusion - Machine Learning Methods
Springer, ISBN: 978-981-16-8975-8, 2022

2021
Harmonization Shared Autoencoder Gaussian Process Latent Variable Model With Relaxed Hamming Distance.
IEEE Trans. Neural Networks Learn. Syst., 2021

Adaptive Graph Completion Based Incomplete Multi-View Clustering.
IEEE Trans. Multim., 2021

Coarse-to-Fine CNN for Image Super-Resolution.
IEEE Trans. Multim., 2021

Learning Compact Multifeature Codes for Palmprint Recognition From a Single Training Image per Palm.
IEEE Trans. Multim., 2021

Fast and Robust Dictionary-based Classification for Image Data.
ACM Trans. Knowl. Discov. Data, 2021

Graph Based Multichannel Feature Fusion for Wrist Pulse Diagnosis.
IEEE J. Biomed. Health Informatics, 2021

Learning Complete and Discriminative Direction Pattern for Robust Palmprint Recognition.
IEEE Trans. Image Process., 2021

Joint Discriminative Sparse Coding for Robust Hand-Based Multimodal Recognition.
IEEE Trans. Inf. Forensics Secur., 2021

Shared Linear Encoder-Based Multikernel Gaussian Process Latent Variable Model for Visual Classification.
IEEE Trans. Cybern., 2021

Illuminance Compensation and Texture Enhancement via the Hodge Decomposition.
IEEE Trans. Circuits Syst. Video Technol., 2021

Sparsity-Induced Graph Convolutional Network for Semisupervised Learning.
IEEE Trans. Artif. Intell., 2021

Joint discriminative feature learning for multimodal finger recognition.
Pattern Recognit., 2021

Jointly learning compact multi-view hash codes for few-shot FKP recognition.
Pattern Recognit., 2021

A survey on dorsal hand vein biometrics.
Pattern Recognit., 2021

Consensus guided incomplete multi-view spectral clustering.
Neural Networks, 2021

Subspace-level dictionary fusion for robust multimedia classification.
Multim. Tools Appl., 2021

FVSR-Net: an end-to-end Finger Vein Image Scattering Removal Network.
Multim. Tools Appl., 2021

DsNet: Dual stack network for detecting diabetes mellitus and chronic kidney disease.
Inf. Sci., 2021

Local discriminant coding based convolutional feature representation for multimodal finger recognition.
Inf. Sci., 2021

Jointly learning multi-instance hand-based biometric descriptor.
Inf. Sci., 2021

Asymmetric Gaussian Process multi-view learning for visual classification.
Inf. Fusion, 2021

An automatic multi-view disease detection system via Collective Deep Region-based Feature Representation.
Future Gener. Comput. Syst., 2021

Two-phase non-invasive multi-disease detection via sublingual region.
Comput. Biol. Medicine, 2021

Computational Traditional Chinese Medicine diagnosis: A literature survey.
Comput. Biol. Medicine, 2021

Multi-feature representation for burn depth classification via burn images.
Artif. Intell. Medicine, 2021

Noise Homogenization via Multi-Channel Wavelet Filtering for High-Fidelity Sample Generation in Gans.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Robust Recovery of Low Rank Matrix by Nonconvex Rank Regularization.
Proceedings of the Image and Graphics - 11th International Conference, 2021

An Adaptive Discriminant and Sparsity Feature Descriptor for Finger Vein Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2021

Structural Deep Incomplete Multi-view Clustering Network.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Learning Salient and Discriminative Descriptor for Palmprint Feature Extraction and Identification.
IEEE Trans. Neural Networks Learn. Syst., 2020

Sparse Supervised Representation-Based Classifier for Uncontrolled and Imbalanced Classification.
IEEE Trans. Neural Networks Learn. Syst., 2020

Relaxed Asymmetric Deep Hashing Learning: Point-to-Angle Matching.
IEEE Trans. Neural Networks Learn. Syst., 2020

Low-Rank Matrix Recovery via Modified Schatten-p Norm Minimization With Convergence Guarantees.
IEEE Trans. Image Process., 2020

Deep Cascade Model-Based Face Recognition: When Deep-Layered Learning Meets Small Data.
IEEE Trans. Image Process., 2020

Class-Specific Reconstruction Transfer Learning for Visual Recognition Across Domains.
IEEE Trans. Image Process., 2020

DRPL: Deep Regression Pair Learning for Multi-Focus Image Fusion.
IEEE Trans. Image Process., 2020

Joint Multiview Feature Learning for Hand-Print Recognition.
IEEE Trans. Instrum. Meas., 2020

Feature Extraction for 3-D Palmprint Recognition: A Survey.
IEEE Trans. Instrum. Meas., 2020

Local Discriminant Direction Binary Pattern for Palmprint Representation and Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2020

Learning Structurally Incoherent Background and Target Dictionaries for Hyperspectral Target Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Two-stage knowledge transfer framework for image classification.
Pattern Recognit., 2020

Deep discriminative representation for generic palmprint recognition.
Pattern Recognit., 2020

Image decomposition based matrix regression with applications to robust face recognition.
Pattern Recognit., 2020

Gaussian Pyramid of Conditional Generative Adversarial Network for Real-World Noisy Image Denoising.
Neural Process. Lett., 2020

Learning double weights via data augmentation for robust sparse and collaborative representation-based classification.
Multim. Tools Appl., 2020

Dual sparse learning via data augmentation for robust facial image classification.
Int. J. Mach. Learn. Cybern., 2020

An improved solution for deformation simulation of nonorthotropic geometric models.
Comput. Animat. Virtual Worlds, 2020

Similarity and diversity induced paired projection for cross-modal retrieval.
Inf. Sci., 2020

Fracture Patterns Design for Anisotropic Models with the Material Point Method.
Comput. Graph. Forum, 2020

Linear Representation-Based Methods for Image Classification: A Survey.
IEEE Access, 2020

Automatic Epicardial Fat Segmentation and Quantification of CT Scans Using Dual U-Nets With a Morphological Processing Layer.
IEEE Access, 2020

Tongue Image Alignment via Conformal Mapping for Disease Detection.
IEEE Access, 2020

DIMC-net: Deep Incomplete Multi-view Clustering Network.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Jointly Learning Multiple Curvature Descriptor for 3D Palmprint Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Factored Trace Lasso Based Linear Regression Methods: Optimizations and Applications.
Proceedings of the Cognitive Systems and Signal Processing - 5th International Conference, 2020

A Progressive Stack Face-based Network for Detecting Diabetes Mellitus and Breast Cancer.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Discriminant and Sparsity Based Least Squares Regression with l1 Regularization for Feature Representation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Noninvasive Method to Detect Diabetes Mellitus and Lung Cancer Using the Stacked Sparse autoencoder.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Deep Inverse Rendering for Practical Object Appearance Scan with Uncalibrated Illumination.
Proceedings of the Advances in Computer Graphics, 2020

2019
Efficient Recovery of Low-Rank Matrix via Double Nonconvex Nonsmooth Rank Minimization.
IEEE Trans. Neural Networks Learn. Syst., 2019

Learning Discriminant Direction Binary Palmprint Descriptor.
IEEE Trans. Image Process., 2019

Visual Classification With Multikernel Shared Gaussian Process Latent Variable Model.
IEEE Trans. Cybern., 2019

Collaborative Representation Using Non-Negative Samples for Image Classification.
Sensors, 2019

Precision direction and compact surface type representation for 3D palmprint identification.
Pattern Recognit., 2019

Robust collaborative representation-based classification via regularization of truncated total least squares.
Neural Comput. Appl., 2019

A general moving detection method using dual-target nonparametric background model.
Knowl. Based Syst., 2019

Robust joint representation with triple local feature for face recognition with single sample per person.
Knowl. Based Syst., 2019

Joint deep convolutional feature representation for hyperspectral palmprint recognition.
Inf. Sci., 2019

Body surface feature-based multi-modal Learning for Diabetes Mellitus detection.
Inf. Sci., 2019

Local apparent and latent direction extraction for palmprint recognition.
Inf. Sci., 2019

Generative multi-view and multi-feature learning for classification.
Inf. Fusion, 2019

Triple-translation GAN with multi-layer sparse representation for face image synthesis.
Neurocomputing, 2019

Robust and adaptive ROI extraction for hyperspectral dorsal hand vein images.
IET Comput. Vis., 2019

Robust and adaptive algorithm for hyperspectral palmprint region of interest extraction.
IET Biom., 2019

Similarity Learning-Induced Symmetric Nonnegative Matrix Factorization for Image Clustering.
IEEE Access, 2019

Multi-View Classification via a Fast and Effective Multi-View Nearest-Subspace Classifier.
IEEE Access, 2019

Dual Asymmetric Deep Hashing Learning.
IEEE Access, 2019

A Novel Hyperspectral Based Dorsal Hand Recognition System.
Proceedings of the 2019 11th International Conference on Machine Learning and Computing, 2019

Learning Discriminative Finger-knuckle-print Descriptor.
Proceedings of the IEEE International Conference on Acoustics, 2019

Two-stage Image Classification Supervised by a Single Teacher Single Student Model.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

Unified Embedding Alignment with Missing Views Inferring for Incomplete Multi-View Clustering.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Super Sparse Convolutional Neural Networks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Facial Multi-Characteristics and Applications
WSPC/HEP, ISBN: 9789813234598, 2019

2018
Nonparametric Bayesian Correlated Group Regression With Applications to Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2018

Shared Autoencoder Gaussian Process Latent Variable Model for Visual Classification.
IEEE Trans. Neural Networks Learn. Syst., 2018

Adaptive weighted nonnegative low-rank representation.
Pattern Recognit., 2018

Facial beauty analysis based on features prediction and beautification models.
Pattern Anal. Appl., 2018

An improved noninvasive method to detect Diabetes Mellitus using the Probabilistic Collaborative Representation based Classifier.
Inf. Sci., 2018

Deep Collaborative Weight-based Classification.
CoRR, 2018

A Novel Regularized Nonnegative Matrix Factorization for Spectral-Spatial Dimension Reduction of Hyperspectral Imagery.
IEEE Access, 2018

Shared Linear Encoder-based Gaussian Process Latent Variable Model for Visual Classification.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

AAR-CNNs: Auto Adaptive Regularized Convolutional Neural Networks.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Guided Learning: A New Paradigm for Multi-task Classification.
Proceedings of the Biometric Recognition - 13th Chinese Conference, 2018

Collaboratively Weighting Deep and Classic Representation via $l_2$ Regularization for Image Classification.
Proceedings of The 10th Asian Conference on Machine Learning, 2018

A Probabilistic Hierarchical Model for Multi-View and Multi-Feature Classification.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
An Adaptive Background Modeling Method for Foreground Segmentation.
IEEE Trans. Intell. Transp. Syst., 2017

Palmprint Recognition Based on Complete Direction Representation.
IEEE Trans. Image Process., 2017

Novel Noninvasive Brain Disease Detection System Using a Facial Image Sensor.
Sensors, 2017

Improving texture analysis performance in biometrics by adjusting image sharpness.
Pattern Recognit., 2017

Erratum to "Local line directional pattern for palmprint recognition" [Pattern Recognit. 50(2016) 26-44].
Pattern Recognit., 2017

A novel regularized concept factorization for document clustering.
Knowl. Based Syst., 2017

Ensemble correlation-based low-rank matrix completion with applications to traffic data imputation.
Knowl. Based Syst., 2017

Weighted sparse coding regularized nonconvex matrix regression for robust face recognition.
Inf. Sci., 2017

Sample diversity, representation effectiveness and robust dictionary learning for face recognition.
Inf. Sci., 2017

Joint similar and specific learning for diabetes mellitus and impaired glucose regulation detection.
Inf. Sci., 2017

Joint discriminative and collaborative representation for fatty liver disease diagnosis.
Expert Syst. Appl., 2017

An extensive analysis of various texture feature extractors to detect Diabetes Mellitus using facial specific regions.
Comput. Biol. Medicine, 2017

Robust semi-supervised concept factorization.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Tongue Image Analysis
Springer, ISBN: 978-981-10-2167-1, 2017

2016
Tensor Manifold Discriminant Projections for Acceleration-Based Human Activity Recognition.
IEEE Trans. Multim., 2016

Tree-Structured Nuclear Norm Approximation With Applications to Robust Face Recognition.
IEEE Trans. Image Process., 2016

Palmprint Recognition Using Neighboring Direction Indicator.
IEEE Trans. Hum. Mach. Syst., 2016

Local line directional pattern for palmprint recognition.
Pattern Recognit., 2016

Low-rank representation integrated with principal line distance for contactless palmprint recognition.
Neurocomputing, 2016

Background modeling methods in video analysis: A review and comparative evaluation.
CAAI Trans. Intell. Technol., 2016

A Performance Evaluation of Local Descriptors, Direction Coding and Correlation Filters for Palm Vein Recognition.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

2015
Multiple representations and sparse representation for image classification.
Pattern Recognit. Lett., 2015

Ear-parotic face angle: A unique feature for 3D ear recognition.
Pattern Recognit. Lett., 2015

Non-invasive Health Status Detection System Using Gabor Filters Based on Facial Block Texture Features.
J. Medical Syst., 2015

Simplified and Improved Patch Ordering for Diabetes Mellitus detection.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

2014
Noninvasive Diabetes Mellitus Detection Using Facial Block Color With a Sparse Representation Classifier.
IEEE Trans. Biomed. Eng., 2014

Detecting Diabetes Mellitus and Nonproliferative Diabetic Retinopathy Using Tongue Color, Texture, and Geometry Features.
IEEE Trans. Biomed. Eng., 2014

Disease Detection Using Tongue Geometry Features with Sparse Representation Classifier.
Proceedings of the 2014 International Conference on Medical Biometrics, Shenzhen, Guangdong, China, May 30, 2014

Diabetes Mellitus Detection Based on Facial Block Texture Features Using the Gabor Filter.
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

2013
Palm-Print Classification by Global Features.
IEEE Trans. Syst. Man Cybern. Syst., 2013

Statistical Analysis of Tongue Images for Feature Extraction and Diagnostics.
IEEE Trans. Image Process., 2013

Computerized facial diagnosis using both color and texture features.
Inf. Sci., 2013

Facial image medical analysis system using quantitative chromatic feature.
Expert Syst. Appl., 2013

2012
Principal Line-Based Alignment Refinement for Palmprint Recognition.
IEEE Trans. Syst. Man Cybern. Part C, 2012

Sparse Representation Classifier for microaneurysm detection and retinal blood vessel extraction.
Inf. Sci., 2012

Detecting Optic Disc on Asians by Multiscale Gaussian Filtering.
Int. J. Biomed. Imaging, 2012

2011
Retinal Image Analysis and its use in Medical Applications.
PhD thesis, 2011

2010
Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs.
IEEE Trans. Medical Imaging, 2010

Detection of microaneurysms using multi-scale correlation coefficients.
Pattern Recognit., 2010

Retinal vessel extraction by matched filter with first-order derivative of Gaussian.
Comput. Biol. Medicine, 2010

Retinal Vessel Centerline Extraction Using Multiscale Matched Filter and Sparse Representation-Based Classifier.
Proceedings of the Medical Biometrics, Second International Conference, 2010

Optic Disc Detection by Multi-scale Gaussian Filtering with Scale Production and a Vessels' Directional Matched Filter.
Proceedings of the Medical Biometrics, Second International Conference, 2010

Microaneurysm (MA) Detection via Sparse Representation Classifier with MA and Non-MA Dictionary Learning.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Optic disc and fovea detection via multi-scale matched filters and a vessels' directional matched filter.
Proceedings of the Autonomous and Intelligent Systems - First International Conference, 2010

Refractive error detection via group sparse representation.
Proceedings of the Autonomous and Intelligent Systems - First International Conference, 2010

2009
Hierarchical detection of red lesions in retinal images by multiscale correlation filtering.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

Astigmatism and Eye Shape.
Proceedings of the 2009 International Conference on Image Processing, 2009


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