Jing-Yu Yang

According to our database1, Jing-Yu Yang authored at least 198 papers between 2001 and 2020.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
Robust canonical correlation analysis based on L1-norm minimization for feature learning and image recognition (Erratum).
J. Electronic Imaging, 2020

Robust canonical correlation analysis based on L1-norm minimization for feature learning and image recognition.
J. Electronic Imaging, 2020

2019
A Factorization Strategy for Tensor Robust PCA.
Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

Residual Attention Encoding Neural Network for Terrain Texture Classification.
Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

2018
Multi-level preference regression for cold-start recommendations.
Int. J. Mach. Learn. Cybern., 2018

An adaptive line search scheme for approximated nuclear norm based matrix regression.
Neurocomputing, 2018

Hypergraph Optimization for Salient Region Detection Based on Foreground and Background Queries.
IEEE Access, 2018

2017
Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning.
IEEE Trans. Image Process., 2017

Multiset Feature Learning for Highly Imbalanced Data Classification.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Robust Joint Feature Weights Learning Framework.
IEEE Trans. Knowl. Data Eng., 2016

Multi-view low-rank dictionary learning for image classification.
Pattern Recognit., 2016

Uncorrelated multi-set feature learning for color face recognition.
Pattern Recognit., 2016

Semi-supervised linear discriminant analysis for dimension reduction and classification.
Pattern Recognit., 2016

Multi-label learning with label-specific feature reduction.
Knowl. Based Syst., 2016

Canonical principal angles correlation analysis for two-view data.
J. Vis. Commun. Image Represent., 2016

Cost-sensitive rough set approach.
Inf. Sci., 2016

Protein-protein interaction sites prediction by ensembling SVM and sample-weighted random forests.
Neurocomputing, 2016

Unsupervised discriminant canonical correlation analysis based on spectral clustering.
Neurocomputing, 2016

Towards multi-scale fuzzy sparse discriminant analysis using local third-order tensor model of face images.
Neurocomputing, 2016

N-dimensional Markov random field prior for cold-start recommendation.
Neurocomputing, 2016

KNN-based dynamic query-driven sample rescaling strategy for class imbalance learning.
Neurocomputing, 2016

GPCR-drug interactions prediction using random forest with drug-association-matrix-based post-processing procedure.
Comput. Biol. Chem., 2016

Robust unsupervised feature selection by nonnegative sparse subspace learning.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Unsupervised visual domain adaptation via dictionary evolution.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

MetricRec: Metric Learning for Cold-Start Recommendations.
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

2015
Image Pattern Recognition.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Nonlinear Techniques for Dimension Reduction.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Disulfide Connectivity Prediction Based on Modelled Protein 3D Structural Information and Random Forest Regression.
IEEE ACM Trans. Comput. Biol. Bioinform., 2015

Using idea of three-step sparse residuals measurement to perform discriminant analysis.
Soft Comput., 2015

α-Dominance relation and rough sets in interval-valued information systems.
Inf. Sci., 2015

Predicting Protein-Protein Interactions with Weighted PSSM Histogram and Random Forests.
Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques, 2015

Kernel subspace alignment for unsupervised domain adaptation.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
Multiple kernel clustering based on centered kernel alignment.
Pattern Recognit., 2014

Learning image manifold via local tensor subspace alignment.
Neurocomputing, 2014

Enhancing protein-vitamin binding residues prediction by multiple heterogeneous subspace SVMs ensemble.
BMC Bioinform., 2014

Unsupervised Discriminant Canonical Correlation Analysis for Feature Fusion.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Region Tree Based Sparse Model for Optical Flow Estimation.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Nuclear Norm Regularized Sparse Coding.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Learning image manifold using neighboring similarity integration.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Street view cross-sourced point cloud matching and registration.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Intra-View and Inter-View Supervised Correlation Analysis for Multi-View Feature Learning.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

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

Designing Template-Free Predictor for Targeting Protein-Ligand Binding Sites with Classifier Ensemble and Spatial Clustering.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013

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

Face recognition using fuzzy maximum scatter discriminant analysis.
Neural Comput. Appl., 2013

TargetATPsite: A template-free method for ATP-binding sites prediction with residue evolution image sparse representation and classifier ensemble.
J. Comput. Chem., 2013

Two-dimensional color uncorrelated discriminant analysis for face recognition.
Neurocomputing, 2013

Improving protein-ATP binding residues prediction by boosting SVMs with random under-sampling.
Neurocomputing, 2013

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

Similarity preserving analysis based on sparse representation for image feature extraction and classification.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Supervised and Unsupervised Parallel Subspace Learning for Large-Scale Image Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2012

Palmprint and Face Multi-Modal Biometric Recognition Based on SDA-GSVD and Its Kernelization.
Sensors, 2012

Density-based hierarchical clustering for streaming data.
Pattern Recognit. Lett., 2012

Face feature extraction and recognition based on discriminant subclass-center manifold preserving projection.
Pattern Recognit. Lett., 2012

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

Optimal subset-division based discrimination and its kernelization for face and palmprint recognition.
Pattern Recognit., 2012

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

Research on segmentation of dorsal diencephalon and ventral midbrain of zebrafish embryo based on active contour model.
Int. J. Comput. Biol. Drug Des., 2012

Morphological analysis of zebrafish embryo tails.
Int. J. Comput. Biol. Drug Des., 2012

Sparsity Preserving Embedding with Manifold Learning and Discriminant Analysis.
IEICE Trans. Inf. Syst., 2012

Learning Compact Representation for Image with Tensor Manifold Perspective.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

Multiscale saliency detection using principle component analysis.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Adaptive kernel learning based on centered alignment for hierarchical classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Automatic fuzzy clustering based on mistake analysis.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Constructing Class Hierarchy via Adaptive Kernel Learning.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

Encode Locally, Discriminate Holistically: A Method Extracting Multi-resolution Features for Facial Age Estimation.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

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

An optimal symmetrical null space criterion of Fisher discriminant for feature extraction and recognition.
Soft Comput., 2011

Color image canonical correlation analysis for face feature extraction and recognition.
Signal Process., 2011

From classifiers to discriminators: A nearest neighbor rule induced discriminant analysis.
Pattern Recognit., 2011

Correntropy based feature selection using binary projection.
Pattern Recognit., 2011

Face Recognition Using Kernel UDP.
Neural Process. Lett., 2011

Feature Extraction Using Laplacian Maximum Margin Criterion.
Neural Process. Lett., 2011

Bimode model for face recognition and face representation.
Neurocomputing, 2011

Stochastic neighbor projection on manifold for feature extraction.
Neurocomputing, 2011

Evaluate Dissimilarity of Samples in Feature Space for Improving KPCA.
Int. J. Inf. Technol. Decis. Mak., 2011

Graph attribute embedding via Riemannian submersion learning.
Comput. Vis. Image Underst., 2011

Guided fuzzy clustering with multi-prototypes.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Discriminant subclass-center manifold preserving projection for face feature extraction.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Face recognition based on local uncorrelated and weighted global uncorrelated discriminant transforms.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Essence of Two-Dimensional Principal Component Analysis and Its Generalization: Multi-dimensional PCA.
Proceedings of the Second International Conference on Innovations in Bio-inspired Computing and Applications, 2011

Color Face Recognition Based on Statistically Orthogonal Analysis of Projection Transforms.
Proceedings of the Biometric Recognition - 6th Chinese Conference, 2011

Local Discriminative Orthogonal Rank-One Tensor Projection for image feature extraction.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Face attractiveness improvement using beauty prototypes and decision.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Supervised local sparsity preserving projection for face feature extraction.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Class-imbalance learning based discriminant analysis.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010
Similarity preserving principal curve: an optimal 1-D feature extractor for data representation.
IEEE Trans. Neural Networks, 2010

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

Image retrieval based on multi-texton histogram.
Pattern Recognit., 2010

What kind of color spaces is suitable for color face recognition?
Neurocomputing, 2010

A two-step framework for highly nonlinear data unfolding.
Neurocomputing, 2010

Discriminant analysis approach using fuzzy fourfold subspaces model.
Neurocomputing, 2010

A complete fuzzy discriminant analysis approach for face recognition.
Appl. Soft Comput., 2010

Sparse Embedding Visual Attention Systems Combined with Edge Information.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Automated Cell Phase Classification for Zebrafish Fluorescence Microscope Images.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Kernel Uncorrelated Adjacent-class Discriminant Analysis.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Semi-supervised Nearest Neighbor Discriminant Analysis Using Local Mean for Face Recognition.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2010

2009
Image Pattern Recognition.
Proceedings of the Encyclopedia of Biometrics, 2009

Non-linear Techniques for Dimension Reduction.
Proceedings of the Encyclopedia of Biometrics, 2009

Feature extraction based on Laplacian bidirectional maximum margin criterion.
Pattern Recognit., 2009

Difference Relation-Based Rough Set and Negative Rules in Incomplete Information System.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2009

Feature extraction using fuzzy inverse FDA.
Neurocomputing, 2009

Face Recognition Based on Nonlinear DCT Discriminant Feature Extraction Using Improved Kernel DCV.
IEICE Trans. Inf. Syst., 2009

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

Dominance-based rough set approach to incomplete interval-valued information system.
Data Knowl. Eng., 2009

Combination of interval-valued fuzzy set and soft set.
Comput. Math. Appl., 2009

An geometrically intuitive marginal discriminant analysis method with application to face recognition.
Proceedings of the International Conference on Image Processing, 2009

Discriminant feature extraction based on center distance.
Proceedings of the International Conference on Image Processing, 2009

Geodesic Discriminant Analysis on Curved Riemannian Manifold.
Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

Automatic Detection of Defective Zebrafish Embryos via Shape Analysis.
Proceedings of the DICTA 2009, 2009

2008
Kernel maximum scatter difference based feature extraction and its application to face recognition.
Pattern Recognit. Lett., 2008

Hierarchical initialization approach for K-Means clustering.
Pattern Recognit. Lett., 2008

Dominance-based rough set approach and knowledge reductions in incomplete ordered information system.
Inf. Sci., 2008

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

Two-directional maximum scatter difference discriminant analysis for face recognition.
Neurocomputing, 2008

A highly scalable incremental facial feature extraction method.
Neurocomputing, 2008

A note on an extreme case of the generalized optimal discriminant transformation.
Neurocomputing, 2008

A novel face recognition approach based on kernel discriminative common vectors (KDCV) feature extraction and RBF neural network.
Neurocomputing, 2008

Median Fisher Discriminator: a robust feature extraction method with applications to biometrics.
Frontiers Comput. Sci. China, 2008

Fast Feature Value Searching for Face Detection.
Comput. Inf. Sci., 2008

HTF-Boosting Learning and Face Detection.
Proceedings of the PACIIA 2008, 2008

Face recognition using Complete Fuzzy LDA.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Feature Extraction base on Local Maximum Margin Criterion.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Fuzzy maximum scatter discriminant analysis and its application to face recognition.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A New Two-Phase Method of Face Recognition Based on Image Matrix.
Proceedings of the Fourth International Conference on Natural Computation, 2008

Particle swarm based stereo algorithm and disparity map evaluation.
Proceedings of the 10th International Conference on Control, 2008

Minimal local reconstruction error measure based discriminant feature extraction and classification.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Constructing PCA Baseline Algorithms to Reevaluate ICA-Based Face-Recognition Performance.
IEEE Trans. Syst. Man Cybern. Part B, 2007

Face and palmprint pixel level fusion and Kernel DCV-RBF classifier for small sample biometric recognition.
Pattern Recognit., 2007

Globally Maximizing, Locally Minimizing: Unsupervised Discriminant Projection with Applications to Face and Palm Biometrics.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Facial Feature Extraction Method Based on Coefficients of Variances.
J. Comput. Sci. Technol., 2007

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

An extreme case of the generalized optimal discriminant transformation and its application to face recognition.
Neurocomputing, 2007

Face detection using template matching and skin-color information.
Neurocomputing, 2007

Hidden space-based nonlinear discriminant feature extraction method.
Int. J. Comput. Math., 2007

Multi-view Face Detection Based on the Enhanced AdaBoost Using Walsh Features.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

DLDA/QR: A Robust Direct LDA Algorithm for Face Recognition and Its Theoretical Foundation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Principal Curves with Feature Continuity.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Generalization of Soft Set Theory: From Crisp to Fuzzy Case.
Proceedings of the Fuzzy Information and Engineering, 2007

Enhanced Two-Dimension Scatter Difference Discriminant Analysis for Face Recognition.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

2006
Topology Description for Data Distributions Using a Topology Graph With Divide-and-Combine Learning Strategy.
IEEE Trans. Syst. Man Cybern. Part B, 2006

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

A reformative kernel Fisher discriminant algorithm and its application to face recognition.
Neurocomputing, 2006

Locally principal component learning for face representation and recognition.
Neurocomputing, 2006

A novel dimensionality-reduction approach for face recognition.
Neurocomputing, 2006

A Descriptive Model of Robot Team and the Dynamic Evolution of Robot Team Cooperation
CoRR, 2006

Median LDA: A Robust Feature Extraction Method for Face Recognition.
Proceedings of the IEEE International Conference on Systems, 2006

A Novel Supervised Dimensionality Reduction Algorithm for Online Image Recognition.
Proceedings of the Advances in Image and Video Technology, First Pacific Rim Symposium, 2006

Face Detection Using Binary Template Matching and SVM.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Kernel Fisher LPP for Face Recognition.
Proceedings of the Multimedia Content Representation, 2006

A Modified Large Margin Classifier in Hidden Space for Face Recognition.
Proceedings of the Multimedia Content Representation, 2006

Discriminant Transform Based on Scatter Difference Criterion in Hidden Space.
Proceedings of the Advances in Machine Vision, 2006

A Fast Algorithm of Face Detection for Driver Monitoring.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

A Complete and Rapid Feature Extraction Method for Face Recognition.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Effective classification image space which can solve small sample size problem.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Preprocessing of Handwritten Date Images on Chinese Cheque.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Unsupervised Discriminant Projection Analysis for Feature Extraction.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Two-Dimensional Discriminant Transform Based on Scatter Difference Criterion for Face Recognition.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006

Kernel-SOM Based Visualization of Financial Time Series Forecasting.
Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006

Quantitative Measurement for Fuzzy System to Input and Rule Perturbations.
Proceedings of the Computational Intelligence, 2006

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

A Novel PCA-Based Bayes Classifier and Face Analysis.
Proceedings of the Advances in Biometrics, International Conference, 2006

"Non-locality" Preserving Projection and Its Application to Palmprint Recognition.
Proceedings of the Ninth International Conference on Control, 2006

Feature extraction by structured stepwise nonparametric maximum margin criterion.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

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

Kernel ICA: An alternative formulation and its application to face recognition.
Pattern Recognit., 2005

A new and fast contour-filling algorithm.
Pattern Recognit., 2005

KPCA Plus LDA: A Complete Kernel Fisher Discriminant Framework for Feature Extraction and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Is ICA Significantly Better than PCA for Face Recognition?.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

2004
Essence of kernel Fisher discriminant: KPCA plus LDA.
Pattern Recognit., 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

An analytical algorithm for determining the generalized optimal set of discriminant vectors.
Pattern Recognit., 2004

Two-Dimensional PCA: A New Approach to Appearance-Based Face Representation and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

A new LDA-KL combined method for feature extraction and its generalisation.
Pattern Anal. Appl., 2004

A new kernel Fisher discriminant algorithm with application to face recognition.
Neurocomputing, 2004

A Comparison of Least Squares and Spectral Methods for Attributed Graph Matching.
Proceedings of the Structural, 2004

On Dimensionality Reduction for Client Specific Discriminant Analysis with Application to Face Verification.
Proceedings of the Advances in Biometric Person Authentication, 2004

A New Direct LDA (D-LDA) Algorithm for Feature Extraction in Face Recognition.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

A Graph Decomposition Approach to Least Squares Attributed Graph Matching.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Extraction of courtesy amount item from Chinese check.
Proceedings of the 8th International Conference on Control, 2004

Fusion of PCA and KFDA for rapid face recognition.
Proceedings of the 8th International Conference on Control, 2004

A New Kernel Direct Discriminant Analysis (KDDA) Algorithm for Face Recognition.
Proceedings of the British Machine Vision Conference, 2004

2003
Feature fusion: parallel strategy vs. serial strategy.
Pattern Recognit., 2003

Why can LDA be performed in PCA transformed space?
Pattern Recognit., 2003

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

Face recognition based on a group decision-making combination approach.
Pattern Recognit., 2003

A generalised K-L expansion method which can deal with small sample size and high-dimensional problems.
Pattern Anal. Appl., 2003

Combined Fisherfaces framework.
Image Vis. Comput., 2003

Uncorrelated Projection Discriminant Analysis And Its Application To Face Image Feature Extraction.
Int. J. Pattern Recognit. Artif. Intell., 2003

Integrating rough set theory and fuzzy neural network to discover fuzzy rules.
Intell. Data Anal., 2003

2002
What's wrong with Fisher criterion?
Pattern Recognit., 2002

From image vector to matrix: a straightforward image projection technique - IMPCA vs. PCA.
Pattern Recognit., 2002

Generalized K-L transform based combined feature extraction.
Pattern Recognit., 2002

A New Algorithm for Generalized Optimal Discriminant Vectors.
J. Comput. Sci. Technol., 2002

2001
A theorem on the uncorrelated optimal discriminant vectors.
Pattern Recognit., 2001

Face recognition based on the uncorrelated discriminant transformation.
Pattern Recognit., 2001


  Loading...