Yong Xu

Affiliations:
  • Harbin Institute of Technology, Shenzhen Graduate School, Bio-Computing Research Centre, China
  • Nanjing University of Science and Technology, Department of Computer Science, China (PhD 2005)


According to our database1, Yong Xu authored at least 279 papers between 2003 and 2024.

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Bibliography

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

ISFB-GAN: Interpretable semantic face beautification with generative adversarial network.
Expert Syst. Appl., February, 2024

Enhanced Spatial Feature Learning for Weakly Supervised Object Detection.
IEEE Trans. Neural Networks Learn. Syst., January, 2024

Mask-guided multiscale feature aggregation network for hand gesture recognition.
Pattern Recognit., January, 2024

Multi-view Instance Attention Fusion Network for classification.
Inf. Fusion, January, 2024

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

Self-Supervised Attentive Generative Adversarial Networks for Video Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Single image denoising with a feature-enhanced network.
Neural Networks, November, 2023

Multimodal Transformer for Accelerated MR Imaging.
IEEE Trans. Medical Imaging, October, 2023

Learning Spectrum-Invariance Representation for Cross-Spectral Palmprint Recognition.
IEEE Trans. Syst. Man Cybern. Syst., June, 2023

Learning efficient facial landmark model for human attractiveness analysis.
Pattern Recognit., June, 2023

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

Class-guided human motion prediction via multi-spatial-temporal supervision.
Neural Comput. Appl., May, 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

Multiple Instance Detection Networks With Adaptive Instance Refinement.
IEEE Trans. Multim., 2023

A Two-Level Rectification Attention Network for Scene Text Recognition.
IEEE Trans. Multim., 2023

Localized Sparse Incomplete Multi-View Clustering.
IEEE Trans. Multim., 2023

Specificity-Preserving Federated Learning for MR Image Reconstruction.
IEEE Trans. Medical Imaging, 2023

Selecting High-Quality Proposals for Weakly Supervised Object Detection With Bottom-Up Aggregated Attention and Phase-Aware Loss.
IEEE Trans. Image Process., 2023

From Global to Local: Multi-Patch and Multi-Scale Contrastive Similarity Learning for Unsupervised Defocus Blur Detection.
IEEE Trans. Image Process., 2023

Zero-Shot Camouflaged Object Detection.
IEEE Trans. Image Process., 2023

TRCDNet: A Transformer Network for Video Cloud Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

PreTP-Stack: Prediction of Therapeutic Peptides Based on the Stacked Ensemble Learing.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

A Cognitive-Driven Ordinal Preservation for Multimodal Imbalanced Brain Disease Diagnosis.
IEEE Trans. Cogn. Dev. Syst., 2023

Robust fall detection in video surveillance based on weakly supervised learning.
Neural Networks, 2023

Information Recovery-Driven Deep Incomplete Multi-view Clustering Network.
CoRR, 2023

Learning Reliable Representations for Incomplete Multi-View Partial Multi-Label Classification.
CoRR, 2023

RV-ESA: A novel computer-aided elastic shape analysis system for retinal vessels in diabetic retinopathy.
Comput. Biol. Medicine, 2023

Salient and consensus representation learning based incomplete multiview clustering.
Appl. Intell., 2023

Vehicle re-identification based on keypoint segmentation of original image.
Appl. Intell., 2023

Video-based Visible-Infrared Person Re-Identification via Style Disturbance Defense and Dual Interaction.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Localized and Balanced Efficient Incomplete Multi-view Clustering.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Highly Confident Local Structure Based Consensus Graph Learning for Incomplete Multi-view Clustering.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

MVCINN: Multi-View Diabetic Retinopathy Detection Using a Deep Cross-Interaction Neural Network.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Asymmetric CNN for Image Superresolution.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Cross-Domain Recognition via Projective Cross-Reconstruction.
IEEE Trans. Syst. Man Cybern. 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

Joint Specifics and Consistency Hash Learning for Large-Scale Cross-Modal Retrieval.
IEEE Trans. Image Process., 2022

Abnormal Event Detection Using Deep Contrastive Learning for Intelligent Video Surveillance System.
IEEE Trans. Ind. Informatics, 2022

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

Self-Supervision-Augmented Deep Autoencoder for Unsupervised Visual Anomaly Detection.
IEEE Trans. Cybern., 2022

Dynamic Double Classifiers Approximation for Cross-Domain Recognition.
IEEE Trans. Cybern., 2022

Dual Distance Center Loss: The Improved Center Loss That Can Run Without the Combination of Softmax Loss, an Application for Vehicle Re-Identification and Person Re-Identification.
IEEE Trans. Comput. Soc. Syst., 2022

Weakly Supervised Video Anomaly Detection via Transformer-Enabled Temporal Relation Learning.
IEEE Signal Process. Lett., 2022

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

Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion.
CoRR, 2022

Prompt-driven efficient Open-set Semi-supervised Learning.
CoRR, 2022

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

Pixel-Level Anomaly Detection via Uncertainty-aware Prototypical Transformer.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Hierarchical Graph Embedded Pose Regularity Learning via Spatio-Temporal Transformer for Abnormal Behavior Detection.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Deep Object Detection with Example Attribute Based Prediction Modulation.
Proceedings of the IEEE International Conference on Acoustics, 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

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

Layer-Output Guided Complementary Attention Learning for Image Defocus Blur Detection.
IEEE Trans. Image Process., 2021

Online Learning-Based Multi-Stage Complexity Control for Live Video Coding.
IEEE Trans. Image Process., 2021

Correntropy-Based Hypergraph Regularized NMF for Clustering and Feature Selection on Multi-Cancer Integrated Data.
IEEE Trans. Cybern., 2021

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

Protein Fold Recognition Based on Auto-Weighted Multi-View Graph Embedding Learning Model.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Protein Fold Recognition by Combining Support Vector Machines and Pairwise Sequence Similarity Scores.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Triple-Type Feature Extraction for Palmprint Recognition.
Sensors, 2021

MVDRNet: Multi-view diabetic retinopathy detection by combining DCNNs and attention mechanisms.
Pattern Recognit., 2021

Designing and training of a dual CNN for image denoising.
Knowl. Based Syst., 2021

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

MLDH-Fold: Protein fold recognition based on multi-view low-rank modeling.
Neurocomputing, 2021

Brain MRI super-resolution using coupled-projection residual network.
Neurocomputing, 2021

Specificity-Preserving Federated Learning for MR Image Reconstruction.
CoRR, 2021

Multi-modal Aggregation Network for Fast MR Imaging.
CoRR, 2021

Exploring Separable Attention for Multi-Contrast MR Image Super-Resolution.
CoRR, 2021

Accelerated Multi-Modal MR Imaging with Transformers.
CoRR, 2021

Dual-Stream Reciprocal Disentanglement Learning for Domain Adaption Person Re-Identification.
CoRR, 2021

DONet: Dual-Octave Network for Fast MR Image Reconstruction.
CoRR, 2021

Asymmetric CNN for image super-resolution.
CoRR, 2021

iCircDA-LTR: identification of circRNA-disease associations based on Learning to Rank.
Bioinform., 2021

iPiDi-PUL: identifying Piwi-interacting RNA-disease associations based on positive unlabeled learning.
Briefings Bioinform., 2021

Targeted Attack and Defense for Deep Hashing.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Task Transformer Network for Joint MRI Reconstruction and Super-Resolution.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Multi-contrast MRI Super-Resolution via a Multi-stage Integration Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 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

Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 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
Relaxed Asymmetric Deep Hashing Learning: Point-to-Angle Matching.
IEEE Trans. Neural Networks Learn. Syst., 2020

Weighted and Class-Specific Maximum Mean Discrepancy for Unsupervised Domain Adaptation.
IEEE Trans. Multim., 2020

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

Incomplete Multiview Spectral Clustering With Adaptive Graph Learning.
IEEE Trans. Cybern., 2020

DSN: A New Deformable Subnetwork for Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2020

Double Relaxed Regression for Image Classification.
IEEE Trans. Circuits Syst. Video Technol., 2020

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

Pixel re-representations for better classification of images.
Pattern Recognit. Lett., 2020

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

Image denoising using deep CNN with batch renormalization.
Neural Networks, 2020

Attention-guided CNN for image denoising.
Neural Networks, 2020

Deep learning on image denoising: An overview.
Neural Networks, 2020

Lightweight image super-resolution with enhanced CNN.
Knowl. Based Syst., 2020

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

Improving Whole-Heart CT Image Segmentation by Attention Mechanism.
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

2019
Supervised Discriminative Sparse PCA for Com-Characteristic Gene Selection and Tumor Classification on Multiview Biological Data.
IEEE Trans. Neural Networks Learn. Syst., 2019

A Local Mean Representation-based <i>K</i>-Nearest Neighbor Classifier.
ACM Trans. Intell. Syst. Technol., 2019

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

Robust Sparse Linear Discriminant Analysis.
IEEE Trans. Circuits Syst. Video Technol., 2019

Multiple vector representations of images and robust dictionary learning.
Pattern Recognit. Lett., 2019

Combining dissimilarity measures for image classification.
Pattern Recognit. Lett., 2019

Nesting-structured nuclear norm minimization for spatially correlated matrix variate.
Pattern Recognit., 2019

Multi-resolution dictionary learning for face recognition.
Pattern Recognit., 2019

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

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

Coupled-Projection Residual Network for MRI Super-Resolution.
CoRR, 2019

Robust Classification with Sparse Representation Fusion on Diverse Data Subsets.
CoRR, 2019

Tongue image segmentation via color decomposition and thresholding.
Concurr. Comput. Pract. Exp., 2019

Enhanced CNN for image denoising.
CAAI Trans. Intell. Technol., 2019

PCA via joint graph Laplacian and sparse constraint: Identification of differentially expressed genes and sample clustering on gene expression data.
BMC Bioinform., 2019

Protein fold recognition based on multi-view modeling.
Bioinform., 2019

Multi-View Convolutional Neural Networks for Mammographic Image Classification.
IEEE Access, 2019

Automatic Face Recognition Based on Sparse Representation and Extended Transfer Learning.
IEEE Access, 2019

Dual Graph-Laplacian PCA: A Closed-Form Solution for Bi-Clustering to Find "Checkerboard" Structures on Gene Expression Data.
IEEE Access, 2019

Deep Residual Equivariant Mapping for Multi-angle Face Recognition.
Proceedings of the Biometric Recognition - 14th Chinese Conference, 2019

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

2018
Discriminative and Robust Competitive Code for Palmprint Recognition.
IEEE Trans. Syst. Man Cybern. Syst., 2018

Discriminative Block-Diagonal Representation Learning for Image Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2018

Marginal Representation Learning With Graph Structure Self-Adaptation.
IEEE Trans. Neural Networks Learn. Syst., 2018

Regularized Label Relaxation Linear Regression.
IEEE Trans. Neural Networks Learn. Syst., 2018

Approximate Low-Rank Projection Learning for Feature Extraction.
IEEE Trans. Neural Networks Learn. Syst., 2018

Robust Discriminant Regression for Feature Extraction.
IEEE Trans. Cybern., 2018

Regularized Non-Negative Matrix Factorization for Identifying Differentially Expressed Genes and Clustering Samples: A Survey.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Maximal granularity structure and generalized multi-view discriminant analysis for person re-identification.
Pattern Recognit., 2018

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

Inter-class sparsity based discriminative least square regression.
Neural Networks, 2018

Low-rank representation with adaptive graph regularization.
Neural Networks, 2018

Two-phase linear reconstruction measure-based classification for face recognition.
Inf. Sci., 2018

Enhanced CNN for image denoising.
CoRR, 2018

Multi-level image representation for large-scale image-based instance retrieval.
CAAI Trans. Intell. Technol., 2018

Deep Learning for Image Denoising: A Survey.
Proceedings of the Genetic and Evolutionary Computing, 2018

Highly-Economized Multi-view Binary Compression for Scalable Image Clustering.
Proceedings of the Computer Vision - ECCV 2018, 2018

Incomplete Multi-view Clustering via Graph Regularized Matrix Factorization.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Supervised Group Sparse Representation via Intra-class Low-Rank Constraint.
Proceedings of the Biometric Recognition - 13th Chinese Conference, 2018

2017
A New Discriminative Sparse Representation Method for Robust Face Recognition via l<sub>2</sub> Regularization.
IEEE Trans. Neural Networks Learn. Syst., 2017

A Locality-Constrained and Label Embedding Dictionary Learning Algorithm for Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2017

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

Discriminative Elastic-Net Regularized Linear Regression.
IEEE Trans. Image Process., 2017

Correcting Instrumental Variation and Time-Varying Drift Using Parallel and Serial Multitask Learning.
IEEE Trans. Instrum. Meas., 2017

Rotational Invariant Dimensionality Reduction Algorithms.
IEEE Trans. Cybern., 2017

Nonnegative Discriminant Matrix Factorization.
IEEE Trans. Circuits Syst. Video Technol., 2017

Low rank representation with adaptive distance penalty for semi-supervised subspace classification.
Pattern Recognit., 2017

Nuclear Norm Based Matrix Regression with Applications to Face Recognition with Occlusion and Illumination Changes.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Orthogonal self-guided similarity preserving projection for classification and clustering.
Neural Networks, 2017

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

A joint-L<sub>2, 1</sub>-norm-constraint-based semi-supervised feature extraction for RNA-Seq data analysis.
Neurocomputing, 2017

Background modelling using discriminative motion representation.
IET Comput. Vis., 2017

Face recognition using both visible light image and near-infrared image and a deep network.
CAAI Trans. Intell. Technol., 2017

Protein fold recognition based on sparse representation based classification.
Artif. Intell. Medicine, 2017

A Survey of Dictionary Learning Algorithms for Face Recognition.
IEEE Access, 2017

Face liveness detection using color gradient features.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Projective Representation Learning for Discriminative Face Recognition.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

Robust Face Recognition Against Eyeglasses Interference by Integrating Local and Global Facial Features.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

Local Orientation Binary Pattern with Use for Palmprint Recognition.
Proceedings of the Biometric Recognition - 12th Chinese Conference, 2017

Rich Features and Precise Localization with Region Proposal Network for Object Detection.
Proceedings of the Biometric Recognition - 12th Chinese Conference, 2017

Enlarging Effective Receptive Field of Convolutional Neural Networks for Better Semantic Segmentation.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

Combining Enhanced Competitive Code with Compacted ST for 3D Palmprint Recognition.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016
Approximate Orthogonal Sparse Embedding for Dimensionality Reduction.
IEEE Trans. Neural Networks Learn. Syst., 2016

Discriminative Transfer Subspace Learning via Low-Rank and Sparse Representation.
IEEE Trans. Image Process., 2016

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

Low-Rank Preserving Projections.
IEEE Trans. Cybern., 2016

Robust Semi-Supervised Subspace Clustering via Non-Negative Low-Rank Representation.
IEEE Trans. Cybern., 2016

Characteristic Gene Selection Based on Robust Graph Regularized Non-Negative Matrix Factorization.
IEEE ACM Trans. Comput. Biol. Bioinform., 2016

A Class-Information-Based Sparse Component Analysis Method to Identify Differentially Expressed Genes on RNA-Seq Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2016

Half-orientation extraction of palmprint features.
Pattern Recognit. Lett., 2016

One-pass online learning: A local approach.
Pattern Recognit., 2016

Approximately symmetrical face images for image preprocessing in face recognition and sparse representation based classification.
Pattern Recognit., 2016

Robust single-object image segmentation based on salient transition region.
Pattern Recognit., 2016

Double-orientation code and nonlinear matching scheme for palmprint recognition.
Pattern Recognit., 2016

Individualized learning for improving kernel Fisher discriminant analysis.
Pattern Recognit., 2016

Projective robust nonnegative factorization.
Inf. Sci., 2016

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

Corrigendum to "Adaptive Weighted Fusion: A novel fusion approach for image classification" Neurocomputing, volume 168 (2015), 566-574.
Neurocomputing, 2016

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

Review of Video and Image Defogging Algorithms and Related Studies on Image Restoration and Enhancement.
IEEE Access, 2016

An Optimized Naive Bayesian Method for Face Recognition.
Proceedings of the Cognitive Systems and Signal Processing, 2016

Natural Scene Character Recognition Using Robust PCA and Sparse Representation.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

Random Walk Based Global Feature for Disease Gene Identification.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

An Adaptive Weighted Degree Kernel to Predict the Splice Site.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

Discriminative Learning in Biometrics
Springer, ISBN: 978-981-10-2056-8, 2016

Computer Models for Facial Beauty Analysis
Springer, ISBN: 978-3-319-32598-9, 2016

2015
Nuclear Norm-Based 2-DPCA for Extracting Features From Images.
IEEE Trans. Neural Networks Learn. Syst., 2015

Combining Left and Right Palmprint Images for More Accurate Personal Identification.
IEEE Trans. Image Process., 2015

Learning a Nonnegative Sparse Graph for Linear Regression.
IEEE Trans. Image Process., 2015

Joint Tensor Feature Analysis For Visual Object Recognition.
IEEE Trans. Cybern., 2015

RPCA-Based Tumor Classification Using Gene Expression Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2015

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

Adaptive weighted fusion: A novel fusion approach for image classification.
Neurocomputing, 2015

Noise-free representation based classification and face recognition experiments.
Neurocomputing, 2015

A salt & pepper noise filter based on local and global image information.
Neurocomputing, 2015

2D facial landmark model design by combining key points and inserted points.
Expert Syst. Appl., 2015

A Survey of Sparse Representation: Algorithms and Applications.
IEEE Access, 2015

Orthogonal self-guided similarity preserving projections.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

An Improved Denoising Method Based on Wavelet Transform for Processing Bases Sequence Images.
Proceedings of the Intelligent Computing Theories and Methodologies, 2015

A Survey of Multiple Sequence Alignment Techniques.
Proceedings of the Intelligent Computing Theories and Methodologies, 2015

Semi-supervised Feature Extraction for RNA-Seq Data Analysis.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2015

Low Rank Analysis of Eye Image Sequence - A Novel Basis for Face Liveness Detection.
Proceedings of the Biometric Recognition - 10th Chinese Conference, 2015

2014
Multilinear Sparse Principal Component Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2014

Sparse Alignment for Robust Tensor Learning.
IEEE Trans. Neural Networks Learn. Syst., 2014

Modified Principal Component Analysis: An Integration of Multiple Similarity Subspace Models.
IEEE Trans. Neural Networks Learn. Syst., 2014

Integrating Conventional and Inverse Representation for Face Recognition.
IEEE Trans. Cybern., 2014

Data Uncertainty in Face Recognition.
IEEE Trans. Cybern., 2014

Joint Video Frame Set Division and Low-Rank Decomposition for Background Subtraction.
IEEE Trans. Circuits Syst. Video Technol., 2014

Human Gait Recognition via Sparse Discriminant Projection Learning.
IEEE Trans. Circuits Syst. Video Technol., 2014

A New Hypothesis on Facial Beauty Perception.
ACM Trans. Appl. Percept., 2014

Modified directional weighted filter for removal of salt & pepper noise.
Pattern Recognit. Lett., 2014

Integrate the original face image and its mirror image for face recognition.
Neurocomputing, 2014

Modified minimum squared error algorithm for robust classification and face recognition experiments.
Neurocomputing, 2014

A comparative study and improvement of two ICA using reference signal methods.
Neurocomputing, 2014

Locality and similarity preserving embedding for feature selection.
Neurocomputing, 2014

A people counting method based on head detection and tracking.
Proceedings of the International Conference on Smart Computing, 2014

Disguised face detection and recognition under the complex background.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2014

Automatic Two Phase Sparse Representation Method and Face Recognition Experiments.
Proceedings of the Biometric Recognition - 9th Chinese Conference, 2014

2013
Sparse Representation Classifier Steered Discriminative Projection With Applications to Face Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2013

Local Structure-Based Image Decomposition for Feature Extraction With Applications to Face Recognition.
IEEE Trans. Image Process., 2013

Sparse Tensor Discriminant Analysis.
IEEE Trans. Image Process., 2013

Coarse to fine K nearest neighbor classifier.
Pattern Recognit. Lett., 2013

Using the original and 'symmetrical face' training samples to perform representation based two-step face recognition.
Pattern Recognit., 2013

Multi-directional two-dimensional PCA with matching score level fusion for face recognition.
Neural Comput. Appl., 2013

A simple and fast representation-based face recognition method.
Neural Comput. Appl., 2013

Face recognition based on fusion of multi-resolution Gabor features.
Neural Comput. Appl., 2013

Using the idea of the sparse representation to perform coarse-to-fine face recognition.
Inf. Sci., 2013

From the idea of "sparse representation" to a representation-based transformation method for feature extraction.
Neurocomputing, 2013

A sparse representation method of bimodal biometrics and palmprint recognition experiments.
Neurocomputing, 2013

Robust PCA based method for discovering differentially expressed genes.
BMC Bioinform., 2013

Design and Implementation of a Bimodal Face Recognition System.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Novel Matrix Based Feature Extraction Method for Face Recognition Using Gaborface Features.
Proceedings of the Genetic and Evolutionary Computing, 2013

2012
Sparse Approximation to the Eigensubspace for Discrimination.
IEEE Trans. Neural Networks Learn. Syst., 2012

Beyond sparsity: The role of L<sub>1</sub>-optimizer in pattern classification.
Pattern Recognit., 2012

Orthogonal discriminant vector for face recognition across pose.
Pattern Recognit., 2012

Extract minimum positive and maximum negative features for imbalanced binary classification.
Pattern Recognit., 2012

Breast cancer diagnosis based on a kernel orthogonal transform.
Neural Comput. Appl., 2012

Theoretical analysis of locality preserving projection and a fast orthogonal locality preserving projection algorithm.
J. Electronic Imaging, 2012

Impact of Full Rank Principal Component Analysis on Classification Algorithms for Face Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2012

Supervised sparse representation method with a heuristic strategy and face recognition experiments.
Neurocomputing, 2012

Extracting plants core genes responding to abiotic stresses by penalized matrix decomposition.
Comput. Biol. Medicine, 2012

Kernel based sparse representation for face recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Sparse residue for occluded face image reconstruction and classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Identifying Characteristic Genes Based on Robust Principal Component Analysis.
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2012

Combine the clustering algorithm and representation-based algorithm for concurrent classification of test samples.
Proceedings of the 2012 IEEE Symposium on Computational Intelligence for Security and Defence Applications, 2012

2011
Local Linear Discriminant Analysis Framework Using Sample Neighbors.
IEEE Trans. Neural Networks, 2011

A Two-Phase Test Sample Sparse Representation Method for Use With Face Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2011

Image retrieval based on micro-structure descriptor.
Pattern Recognit., 2011

Accelerating the kernel-method-based feature extraction procedure from the viewpoint of numerical approximation.
Neural Comput. Appl., 2011

Combine crossing matching scores with conventional matching scores for bimodal biometrics and face and palmprint recognition experiments.
Neurocomputing, 2011

Modified local entropy-based transition region extraction and thresholding.
Appl. Soft Comput., 2011

Detection of Protein Spots from Complex Region on Real Gel Image.
Proceedings of the Bio-Inspired Computing and Applications, 2011

2010
LPP solution schemes for use with face recognition.
Pattern Recognit., 2010

A feature extraction method for use with bimodal biometrics.
Pattern Recognit., 2010

An efficient method for computing orthogonal discriminant vectors.
Neurocomputing, 2010

A novel local preserving projection scheme for use with face recognition.
Expert Syst. Appl., 2010

Computerized Wrist Pulse Signal Diagnosis Using KPCA.
Proceedings of the Medical Biometrics, Second International Conference, 2010

2009
One improvement to two-dimensional locality preserving projection method for use with face recognition.
Neurocomputing, 2009

Improving the interest operator for face recognition.
Expert Syst. Appl., 2009

Biometric cryptographic key generation based on city block distance.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

Differential Feature Analysis for Palmprint Authentication.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
An approach for directly extracting features from matrix data and its application in face recognition.
Neurocomputing, 2008

A New Solution Scheme of Unsupervised Locality Preserving Projection Method for the SSS Problem.
Proceedings of the Structural, 2008

2007
Five New Feature Selection Metrics in Text Categorization.
Int. J. Pattern Recognit. Artif. Intell., 2007

A method for speeding up feature extraction based on KPCA.
Neurocomputing, 2007

Detecting Iris Lacunae Based on Gaussian Filter.
Proceedings of the 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2007), 2007

Determine the Kernel Parameter of KFDA Using a Minimum Search Algorithm.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2007

2006
A fast kernel-based nonlinear discriminant analysis for multi-class problems.
Pattern Recognit., 2006

Comparison Study on SVD-Based Face Classification.
Proceedings of the Second International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2006), 2006

Recognize Color Face Images Using Complex Eigenfaces.
Proceedings of the Advances in Biometrics, International Conference, 2006

2005
Two-dimensional discriminant transform for face recognition.
Pattern Recognit., 2005

2004
A reformative kernel Fisher discriminant analysis.
Pattern Recognit., 2004

An efficient renovation on kernel Fisher discriminant analysis and face recognition experiments.
Pattern Recognit., 2004

A novel method for Fisher discriminant analysis.
Pattern Recognit., 2004

2003
Theory analysis on FSLDA and ULDA.
Pattern Recognit., 2003


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