陈文胜

2026

Exponential Non-negative Matrix Factorization for Image Data Representation

Lecture notes in computer science

DOI

2025

A Novel Quadratic Polynomial Kernel Non-Negative Matrix Factorization for Image Data Classification

International Conference on Computational Intelligence and Security (CIS)

DOI

2025

Deep Supervised Cone-Based Nonnegative Matrix Factorization in Image Pattern Space

Communications in computer and information science

DOI

2024

Hyperparameter Recommendation Integrated With Convolutional Neural Network

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Metafeature Selection via Multivariate Sparse-Group Lasso Learning for Automatic Hyperparameter Configuration Recommendation

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Underwater Image Enhancement via Multi-color Space Correction and Fusion

DOI

2023

Hybrid Metric-Induced Nonnegative Matrix Factorization

China Automation Congress (CAC)

DOI

2023

Symmetric nonnegative matrix factorization: A systematic review

Neurocomputing

DOI

2023

Classifier selection using geometry preserving feature

Neural Computing and Applications

DOI

2023

Orthogonal Universal Kernel Non-Negative Matrix Factorization with Total Variation Regularization

International Conference on Machine Learning and Cybernetics

DOI

2023

A correntropy-based local additive bias-field-corrected image fitting model for image segmentation

DOI

2022

Bi-level optimization-based projective non-negative matrix factorization

International Journal of Wavelets Multiresolution and Information Processing

DOI

2022

A survey of deep nonnegative matrix factorization

Neurocomputing

DOI

2022

A Novel Enhanced Nonnegative Matrix Factorization Method for Face Recognition

International Journal of Pattern Recognition and Artificial Intelligence

DOI

2022

A New Adaptive TV-Based BM3D Algorithm for Image Denoising

Lecture notes in computer science

DOI

2022

Deep Discriminant Non-negative Matrix Factorization Method for Image Clustering

Lecture notes in computer science

DOI

2021

Deep Grouped Non-Negative Matrix Factorization Method for Image Data Representation

International Conference on Machine Learning and Cybernetics

DOI

2021

A Novel Projective Nonnegative Matrix Factorization Based on Fisher Discriminant Analysis

International Conference on Computational Intelligence and Security (CIS)

DOI

2021

Class-Based Deep Non-Negative Matrix Factorization Algorithm for Facial Image Representation

International Conference on Computational Intelligence and Security (CIS)

DOI

2021

A novel general kernel-based non-negative matrix factorisation approach for face recognition

Connection Science

DOI

2021

Supervised Non-negative Matrix Factorization Induced by Huber Loss

Lecture notes in computer science

DOI

2020

Kernel Non-Negative Matrix Factorization Using Self-Constructed Cosine Kernel

International Conference on Computational Intelligence and Security (CIS)

DOI

2020

A Novel Speckle Noise Removal Algorithm Based on ADMM and Energy Minimization Method

Journal of Function Spaces

DOI

2020

BP Neural Network-Based Deep Non-negative Matrix Factorization for Image Clustering

Lecture notes in computer science

DOI

2019

Non-Negative Feature Extraction using Conjugate Gradient Method

International Conference on Computational Intelligence and Security (CIS)

DOI

2019

A novel energy functional minimization model for speckle noise removal

Optoelectronics Letters

DOI

2019

Robust Nonnegative Matrix Factorization Based on Cosine Similarity Induced Metric

Lecture notes in computer science

DOI

2018

Semiparametric Clustering: A Robust Alternative to Parametric Clustering

IEEE Transactions on Neural Networks and Learning Systems

DOI

2018

Face recognition using nonnegative matrix factorization with fractional power inner product kernel

Neurocomputing

DOI

2018

A Novel Hybrid Active Contour Model for Medical Image Segmentation Driven by Legendre Polynomials

International Conference on Computational Intelligence and Security (CIS)

DOI

2018

Class-Cone Based Nonnegative Matrix Factorization for Face Recognition

International Conference on Computational Intelligence and Security (CIS)

DOI

2018

A Novel Rician Noise Removal Algorithm Based on Energy Function Minimization Method

International Conference on Computational Intelligence and Security (CIS)

DOI

2018

A Novel Enhanced Nonnegative Feature Extraction Approach

International Conference on Computational Intelligence and Security (CIS)

DOI

2018

A fractional order derivative based active contour model for inhomogeneous image segmentation

Applied Mathematical Modelling

DOI

2018

Block kernel nonnegative matrix factorization for face recognition

International Journal of Wavelets Multiresolution and Information Processing

DOI

2018

Nonnegative matrix factorization with manifold structure for face recognition

International Journal of Wavelets Multiresolution and Information Processing

DOI

2018

A new medical image segmentation model based on fractional order differentiation and level set

SPIE Medical Imaging: Image Processing

DOI

2018

A new fractional order derivative based active contour model for colon wall segmentation

SPIE Medical Imaging: Computer-Aided Diagnosis

DOI

2018

A new Mumford–Shah total variation minimization based model for sparse-view x-ray computed tomography image reconstruction

Neurocomputing

DOI

2018

A sparse representation and dictionary learning based algorithm for image restoration in the presence of Rician noise

Neurocomputing

DOI

2018

Automatic Classifier Selection Based on Classification Complexity

Lecture notes in computer science

DOI

2018

A Novel Adaptive Segmentation Method Based on Legendre Polynomials Approximation

Lecture notes in computer science

DOI

2018

Speckle Noise Removal Based on Adaptive Total Variation Model

Lecture notes in computer science

DOI

2017

Adjacent graph-based block kernel nonnegative matrix factorization

International Conference on Security, Pattern Analysis, and Cybernetics (SPAC)

DOI

2017

Nonlinear non-negative matrix factorization with fractional power inner-product kernel for face recognition

International Conference on Security, Pattern Analysis, and Cybernetics (SPAC)

DOI

2017

Joint of locality- and globality-preserving projections

Signal Image and Video Processing

DOI

2017

A Fractional Active Contour Model for Medical Image Segmentation

IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)

DOI

2017

Fast Non-Negative Matrix Factorizations for Face Recognition

International Journal of Pattern Recognition and Artificial Intelligence

DOI

2017

Deep convolutional neural networks for thermal infrared object tracking

Knowledge-Based Systems

DOI

2017

Kernel nonnegative matrix factorization with RBF kernel function for face recognition

International Conference on Machine Learning and Cybernetics

DOI

2017

Unified Sparse Subspace Learning via Self-Contained Regression

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2017

Kernel Based Non-Negative Matrix Factorization Method with General Kernel Functions

Lecture notes in computer science

DOI

2016

基于增量非负矩阵分解的自适应背景模型

《深圳大学学报(理工版)》

2016

A New Image Inpainting Algorithm Based on DCT Similar Patches Features

International Conference on Computational Intelligence and Security (CIS)

DOI

2016

Multiple Object Tracking Based on Robust Network Flow Model

International Conference on Computational Intelligence and Security (CIS)

DOI

2016

Local and Non-Local Feature-Based Kernel Nonnegative Matrix Factorization Method for Face Recognition

International Conference on Computational Intelligence and Security (CIS)

DOI

2016

A multi-view model for visual tracking via correlation filters

Knowledge-Based Systems

DOI

2016

Efficient learning of supervised kernels with a graph-based loss function

Information Sciences

DOI

2016

Block kernel Nonnegative Matrix Factorization and its application to Face Recognition

DOI

2016

Incremental learning based on block sparse kernel nonnegative matrix factorization

International Conference on Wavelet Analysis and Pattern Recognition

DOI

2016

A new parallel MRI image reconstruction model with elastic net regularization

DOI

2016

Visual tracking via exemplar regression model

Knowledge-Based Systems

DOI

2016

Supervised kernel nonnegative matrix factorization for face recognition

Neurocomputing

DOI

2016

Out-of-Sample Extensions for Non-Parametric Kernel Methods

IEEE Transactions on Neural Networks and Learning Systems

DOI

2016

A Novel Nonnegative Matrix Factorization Algorithm for Multi-manifold Learning

Lecture notes in computer science

DOI

2015

Nonlinear Nonnegative Matrix Factorization Based on Discriminant Analysis with Application to Face Recognition

International Conference on Computational Intelligence and Security (CIS)

DOI

2015

Semi-supervised discriminant analysis method for face recognition

International Journal of Wavelets Multiresolution and Information Processing

DOI

2015

A Novel Framework for Learning Geometry-Aware Kernels

IEEE Transactions on Neural Networks and Learning Systems

DOI

2015

A novel discriminant criterion based on feature fusion strategy for face recognition

Neurocomputing

DOI

2015

Non-negative Compatible Kernel Construction for Face Recognition

Lecture notes in computer science

DOI

2015

An Efficient Non-negative Matrix Factorization with Its Application to Face Recognition

Lecture notes in computer science

DOI

2015

Sparse-View X-ray Computed Tomography Reconstruction via Mumford-Shah Total Variation Regularization

Lecture notes in computer science

DOI

2014

A novel adaptive partial differential equation model for image segmentation

Applicable Analysis

DOI

2014

Supervised Kernel Construction for Unsupervised PCA on Face Recognition

Communications in computer and information science

DOI

2014

A Novel Cross Iterative Selection Method for Face Recognition

Lecture notes in computer science

DOI

2013

A novel fisher criterion based approach for face recognition

International Conference on Wavelet Analysis and Pattern Recognition

DOI

2013

A Fast Region-Based Segmentation Model with Gaussian Kernel of Fractional Order

Advances in Mathematical Physics

DOI

2013

Non-negative Sparse Representation Based on Block NMF for Face Recognition

Lecture notes in computer science

DOI

2013

Geometric Distribution Weight Information Modeled Using Radial Basis Function with Fractional Order for Linear Discriminant Analysis Method

Advances in Mathematical Physics

DOI

2013

Learning Geometry-Aware Kernels in a Regularization Framework

Lecture notes in computer science

DOI

2012

SUPERVISED REGULARIZATION LOCALITY-PRESERVING PROJECTION METHOD FOR FACE RECOGNITION

International Journal of Wavelets Multiresolution and Information Processing

DOI

2012

A Multiplicative Noise Removal Approach Based on Partial Differential Equation Model

Mathematical Problems in Engineering

DOI

2012

A Novel Variance Minimization Segmentation Model

Lecture notes in computer science

DOI

2011

Robust Affine Invariant Descriptors

Mathematical Problems in Engineering

DOI

2011

A Novel Subspace Discriminant Locality Preserving Projections for Face Recognition

International Conference on Computational Intelligence and Security (CIS)

DOI

2011

Automatic Parameter Determination Based on a Modified Discriminant Criterion for Face Recognition

International Conference on Computational Intelligence and Security (CIS)

DOI

2011

Shape prior extracted by 2D-PCA for intensity-based image segmentation

International Conference on Wavelet Analysis and Pattern Recognition

DOI

2011

Kernel machine-based rank-lifting regularized discriminant analysis method for face recognition

Neurocomputing

DOI

2011

Nonlinear nonnegative matrix factorization based on Mercer kernel construction

Pattern Recognition

DOI

2011

A Novel Regularized Locality Preserving Projections for Face Recognition

DOI

2011

Cross-Weighted Centroid with Application to the Extraction of Affine Invariants

DOI

2010

DST Feature Based Locality Preserving Projections for Face Recognition

International Conference on Computational Intelligence and Security (CIS)

DOI

2010

Rank-Lifting Strategy Based Kernel Regularized Discriminant Analysis Method for Face Recognition

Chinese Conference on Pattern Recognition

DOI

2010

Kernel subspace LDA with convolution kernel function for face recognition

International Conference on Wavelet Analysis and Pattern Recognition

DOI

2010

Noisy image segmentation based on wavelet transform and active contour model

Applicable Analysis

DOI

2009

Statictics of Gabor features for coin recognition

IEEE International Workshop on Imaging Systems and Techniques

DOI

2009

A noise-robust algorithm for classifying cyclic and dihedral symmetric images☆

Chaos Solitons & Fractals

DOI

2009

WAVELET-FACE BASED SUBSPACE LDA METHOD TO SOLVE SMALL SAMPLE SIZE PROBLEM IN FACE RECOGNITION

International Journal of Wavelets Multiresolution and Information Processing

DOI

2008

Kernel Subspace LDA with Self-Constructed Mercer Kernel for Face Recognition

International Conference on Computational Intelligence and Security (CIS)

DOI

2008

A novel constraint non-negative matrix factorization criterion based incremental learning in face recognition

International Conference on Wavelet Analysis and Pattern Recognition

DOI

2008

Image Segmentation and Selective Smoothing Based on Variational Framework

Journal of Signal Processing Systems

DOI

2008

Incremental Nonnegative Matrix Factorization for Face Recognition

Mathematical Problems in Engineering

DOI

2008

Image Restoration Based on Fourth-Order PDE Model

International Conference on Natural Computation (ICNC)

DOI

2008

A New Statistical Active Contour Model for Noisy Image Segmentation

DOI

2007

Choosing Parameters of Kernel Subspace LDA for Recognition of Face Images Under Pose and Illumination Variations

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)

DOI

2007

MATCHING ALGORITHM USING WAVELET THINNING FEATURES FOR OFFLINE SIGNATURE VERIFICATION

International Journal of Wavelets Multiresolution and Information Processing

DOI

2007

Subspace KDA Algorithm for Non-linear Feature Extraction in Face Identification

Lecture notes in computer science

DOI

2006

LINEAR AND NONLINEAR FEATURE-BASED FUSION ALGORITHMS FOR FACE RECOGNITION

International Journal of Wavelets Multiresolution and Information Processing

DOI

2006

Shannon Wavelet Kernel based Subspace LDA Approach in Face Recognition

International Conference on Computational Intelligence and Security (CIS)

DOI

2006

Wavelet Kernel Construction for Kernel Discriminant Analysis on Face Recognition

IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

DOI

2006

Face Classification based on Shannon Wavelet Kernel and Modified Fisher Criterion

International Conference on Automatic Face and Gesture Recognition

DOI

2006

TWO-STEP SINGLE PARAMETER REGULARIZATION FISHER DISCRIMINANT METHOD FOR FACE RECOGNITION

International Journal of Pattern Recognition and Artificial Intelligence

DOI

2006

A Modified Non-negative Matrix Factorization Algorithm for Face Recognition

Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition

DOI

2005

高维非平稳标准正交Semi-MRA的构造

《深圳大学学报(理工版)》

2005

A Novel One-Parameter Regularized Kernel Fisher Discriminant Method for Face Recognition

Lecture notes in computer science

DOI

2005

A Novel Fisher Criterion Based S t -Subspace Linear Discriminant Method for Face Recognition

Lecture notes in computer science

DOI

2005

A Novel Regularized Fisher Discriminant Method for Face Recognition Based on Subspace and Rank Lifting Scheme

Lecture notes in computer science

DOI

2004

Kernel subspace LDA with optimized kernel parameters on face recognition

International Conference on Automatic Face and Gesture Recognition

DOI

2004

Component-based LDA method for face recognition with one training sample

Proceedings - IEEE International SOI Conference/Proceedings

DOI

2004

A Novel One-Parameter Regularized Linear Discriminant Analysis for Solving Small Sample Size Problem in Face Recognition

Lecture notes in computer science

DOI

2001

Stokes问题的Galerkin-Shannon小波方法

《深圳大学学报(理工版)》

2011

Linear and Nonlinear Feature Extraction Approaches for Face Recognition

Springer eBooks

DOI

2006

Wavelet Thinning Algorithm Based Similarity Evaluation for Offline Signature Verification

Springer eBooks

DOI

2006

Image Ownership Verification Via Unitary Transform of Conjugate Quadrature Filter

Springer eBooks

DOI