Bob Zhang
Orcid: 0000-0003-2497-9519Affiliations:
- 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:
Collaborative distances:
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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
Int. J. Comput. Vis., October, 2024
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
IEEE Trans. Neural Networks Learn. Syst., June, 2024
IEEE Trans. Neural Networks Learn. Syst., April, 2024
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
IEEE Trans. Ind. Informatics, March, 2024
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
IEEE Trans. Image Process., 2024
IEEE Trans. Image Process., 2024
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
Neural Networks, 2024
Neural Networks, 2024
Knowl. Based Syst., 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
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Pattern Recognition - 27th International Conference, 2024
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
ACM Trans. Intell. Syst. Technol., December, 2023
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
IEEE Trans. Cybern., October, 2023
Sensors, October, 2023
Appl. Intell., October, 2023
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
Knowl. Based Syst., March, 2023
Appl. Intell., March, 2023
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
IEEE Trans. Syst. Man Cybern. Syst., 2023
ACM Trans. Multim. Comput. Commun. Appl., 2023
IEEE Trans. Multim., 2023
Incorporating Linear Regression Problems Into an Adaptive Framework With Feasible Optimizations.
IEEE Trans. Multim., 2023
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
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
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
Proceedings of the 31st ACM International Conference on Multimedia, 2023
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
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
IEEE Trans. Neural Networks Learn. Syst., 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
IEEE Trans. Image Process., 2022
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
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
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
Comput. Biol. Medicine, 2022
Multi-Branch-CNN: Classification of ion channel interacting peptides using multi-branch convolutional neural network.
Comput. Biol. Medicine, 2022
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
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
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
IEEE Trans. Multim., 2021
Learning Compact Multifeature Codes for Palmprint Recognition From a Single Training Image per Palm.
IEEE Trans. Multim., 2021
ACM Trans. Knowl. Discov. Data, 2021
IEEE J. Biomed. Health Informatics, 2021
Learning Complete and Discriminative Direction Pattern for Robust Palmprint Recognition.
IEEE Trans. Image Process., 2021
IEEE Trans. Inf. Forensics Secur., 2021
Shared Linear Encoder-Based Multikernel Gaussian Process Latent Variable Model for Visual Classification.
IEEE Trans. Cybern., 2021
IEEE Trans. Circuits Syst. Video Technol., 2021
IEEE Trans. Artif. Intell., 2021
Pattern Recognit., 2021
Pattern Recognit., 2021
Multim. Tools Appl., 2021
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
Inf. Fusion, 2021
An automatic multi-view disease detection system via Collective Deep Region-based Feature Representation.
Future Gener. Comput. Syst., 2021
Comput. Biol. Medicine, 2021
Comput. Biol. Medicine, 2021
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
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
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
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
IEEE Trans. Image Process., 2020
IEEE Trans. Instrum. Meas., 2020
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
Pattern Recognit., 2020
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
Int. J. Mach. Learn. Cybern., 2020
Comput. Animat. Virtual Worlds, 2020
Inf. Sci., 2020
Comput. Graph. Forum, 2020
IEEE Access, 2020
Automatic Epicardial Fat Segmentation and Quantification of CT Scans Using Dual U-Nets With a Morphological Processing Layer.
IEEE Access, 2020
IEEE Access, 2020
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
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
IEEE Trans. Image Process., 2019
Visual Classification With Multikernel Shared Gaussian Process Latent Variable Model.
IEEE Trans. Cybern., 2019
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
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
Inf. Sci., 2019
Inf. Sci., 2019
Inf. Fusion, 2019
Triple-translation GAN with multi-layer sparse representation for face image synthesis.
Neurocomputing, 2019
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
Proceedings of the 2019 11th International Conference on Machine Learning and Computing, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
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
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Nonparametric Bayesian Correlated Group Regression With Applications to Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2018
IEEE Trans. Neural Networks Learn. Syst., 2018
Pattern Anal. Appl., 2018
An improved noninvasive method to detect Diabetes Mellitus using the Probabilistic Collaborative Representation based Classifier.
Inf. Sci., 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
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
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
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
IEEE Trans. Intell. Transp. Syst., 2017
IEEE Trans. Image Process., 2017
Sensors, 2017
Pattern Recognit., 2017
Erratum to "Local line directional pattern for palmprint recognition" [Pattern Recognit. 50(2016) 26-44].
Pattern Recognit., 2017
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
Proceedings of the 2017 International Joint Conference on Neural Networks, 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
IEEE Trans. Hum. Mach. Syst., 2016
Low-rank representation integrated with principal line distance for contactless palmprint recognition.
Neurocomputing, 2016
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
Pattern Recognit. Lett., 2015
Pattern Recognit. Lett., 2015
Non-invasive Health Status Detection System Using Gabor Filters Based on Facial Block Texture Features.
J. Medical Syst., 2015
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
IEEE Trans. Syst. Man Cybern. Syst., 2013
IEEE Trans. Image Process., 2013
Expert Syst. Appl., 2013
2012
IEEE Trans. Syst. Man Cybern. Part C, 2012
Sparse Representation Classifier for microaneurysm detection and retinal blood vessel extraction.
Inf. Sci., 2012
Int. J. Biomed. Imaging, 2012
2011
2010
Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs.
IEEE Trans. Medical Imaging, 2010
Pattern Recognit., 2010
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
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