潘彬彬｜深圳大学｜学者主页

2025

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

Kaiyao Lin, Wen-Sheng Chen, Binbin Pan, Bo Chen

International Conference on Computational Intelligence and Security

DOI

2025

Exponential Non-negative Matrix Factorization for Image Data Representation

Ming-Ze Gao, Wen-Sheng Chen, Binbin Pan

Chinese Conference on Biometric Recognition

DOI

2024

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

Jing He, Wen-Sheng Chen, Binbin Pan, Bo Chen

International Conference on Applied Informatics

DOI

2024

Hyperparameter Recommendation Integrated With Convolutional Neural Network

Liping Deng, Wen-Sheng Chen, Binbin Pan, Ming-Qing Xiao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Symmetric nonnegative matrix factorization: A systematic review

Wen-Sheng Chen, Kexin Xie, R. Liu, Binbin Pan

Neurocomputing

DOI

2023

Kernel Non-negative Matrix Factorization using Modified Cosine Similarity

Fang Li, Wen-Sheng Chen, Binbin Pan, Bo Chen

Proceedings of the 9th International Conference on Computational Intelligence and Security

DOI

2023

Underwater Image Enhancement via Multi-color Space Correction and Fusion

Chenyu Zhou, Bo Chen, Ying Zhang, Wen-Sheng Chen, Binbin Pan, Jing Ji

2023 3rd International Conference on Electronic Information Engineering and Computer (EIECT)

DOI

2023

Hybrid Metric-Induced Nonnegative Matrix Factorization

Sijun Yang, Wen-Sheng Chen, Binbin Pan

ACM Cloud and Autonomic Computing Conference

DOI

2023

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

Haoming Chen, Bo Chen, Yuru Zhang, Wen-Sheng Chen, Yuwen Jiang, Binbin Pan

International Conference on Graphic and Image Processing

DOI

2023

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

Rongmao Zhou, Wen-Sheng Chen, Binbin Pan

International Conference on Machine Learning and Computing

DOI

2023

Classifier selection using geometry preserving feature

Binbin Pan, Wen-Sheng Chen, Liping Deng, Chen Xu, Xiao-Bo Zhou

Neural computing & applications (Print)

DOI

2022

Bi-Level Optimization Based Projective Non-Negative Matrix Factorization

Wen-Sheng Chen, Zixin Lian, Binbin Pan, Bo Chen

International Journal of Wavelets, Multiresolution and Information Processing

DOI

2022

A survey of deep nonnegative matrix factorization

Wen-Sheng Chen, Qian-Wen Zeng, Binbin Pan

Neurocomputing

DOI

2022

A Novel Enhanced Nonnegative Matrix Factorization Method for Face Recognition

Wen-Sheng Chen, Haitao Chen, Binbin Pan

International journal of pattern recognition and artificial intelligence

DOI

2022

A New Adaptive TV-Based BM3D Algorithm for Image Denoising

Bo Chen, Yuru Zhang, Haoming Chen, Wen-Sheng Chen, Binbin Pan

CAAI International Conference on Artificial Intelligence

DOI

2022

Deep Discriminant Non-negative Matrix Factorization Method for Image Clustering

Kexin Xie, Wen-Sheng Chen, Binbin Pan

International Conference on Intelligent Computing

DOI

2021

A Novel Projective Nonnegative Matrix Factorization Based on Fisher Discriminant Analysis

Zixin Lian, Wen-Sheng Chen, Binbin Pan

International Conference on Computational Intelligence and Security

DOI

2021

RGB-skeleton fusion network for spatial-temporal action detection

Binbin Pan, Wenzhong Wang, B. Luo

International Conference on Graphic and Image Processing

DOI

2021

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

Wen-Sheng Chen, Zihao Zhan, Binbin Pan, Bo Chen

International Conference on Computational Intelligence and Security

DOI

2021

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

Zihao Zhan, Wen-Sheng Chen, Binbin Pan, Bo Chen

International Conference on Machine Learning and Computing

DOI

2021

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

Wen-Sheng Chen, Xiang Ge, Binbin Pan

Connection science

DOI

2021

Supervised Non-negative Matrix Factorization Induced by Huber Loss

Ying Huang, Wen-Sheng Chen, Binbin Pan, Bo Chen

International Conference on Image and Graphics

DOI

2020

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

Qian-Wen Zeng, Wen-Sheng Chen, Binbin Pan

International Conference on Intelligent Computing

DOI

2020

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

Hui-Hui Qian, Wen-Sheng Chen, Binbin Pan, Bo Chen

International Conference on Computational Intelligence and Security

DOI

2020

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

Bo Chen, Yana Lv, Jinbin Zou, Wen-Sheng Chen, Binbin Pan

DOI

2019

Semiparametric Clustering: A Robust Alternative to Parametric Clustering

Binbin Pan, Huai-Qin Dong, Wen-Sheng Chen, Chen Xu

IEEE Transactions on Neural Networks and Learning Systems

DOI

2019

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

Wen-Sheng Chen, Jingmin Liu, Binbin Pan, Bo Chen

Neurocomputing

DOI

2019

Block kernel nonnegative matrix factorization for face recognition

Wen-Sheng Chen, Jingmin Liu, Binbin Pan, Yu-Gao Li

Int. J. Wavelets Multiresolution Inf. Process.

DOI

2019

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

Bo Chen, Shan Huang, Zhengrong Liang, Wen-Sheng Chen, Binbin Pan

Applied Mathematical Modelling

DOI

2019

Nonnegative matrix factorization with manifold structure for face recognition

Wen-Sheng Chen, Qian Wang, Binbin Pan, Bo Chen

Int. J. Wavelets Multiresolution Inf. Process.

DOI

2019

Non-Negative Feature Extraction using Conjugate Gradient Method

Jiawen Zhang, Wen-Sheng Chen, Binbin Pan

International Conference on Computational Intelligence and Security

DOI

2019

Robust Nonnegative Matrix Factorization Based on Cosine Similarity Induced Metric

Wen-Sheng Chen, Haitao Chen, Binbin Pan, Bo Chen

Sino-foreign-interchange Workshop on Intelligent Science and Intelligent Data Engineering

DOI

2018

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

Wen-Sheng Chen, Jie You, Bo Chen, Binbin Pan, Li-Hong C. Li, M. Pomeroy, Zhengrong Liang

Neurocomputing

DOI

2018

Class-Cone Based Nonnegative Matrix Factorization for Face Recognition

Yang Li, Wen-Sheng Chen, Binbin Pan, Bo Chen

International Conference on Computational Intelligence and Security

DOI

2018

A Novel Adaptive Segmentation Method Based on Legendre Polynomials Approximation

Bo Chen, Mengyun Zhang, Wen-Sheng Chen, Binbin Pan, Li-Hong C. Li, Xinzhou Wei

Chinese Conference on Pattern Recognition and Computer Vision

DOI

2018

Fast Non-Negative Matrix Factorizations for Face Recognition

Wen-Sheng Chen, Yu-Gao Li, Binbin Pan, Chen Xu

International journal of pattern recognition and artificial intelligence

DOI

2018

A Novel Enhanced Nonnegative Feature Extraction Approach

Haitao Chen, Wen-Sheng Chen, Binbin Pan, Bo Chen

International Conference on Computational Intelligence and Security

DOI

2018

Automatic Classifier Selection Based on Classification Complexity

Liping Deng, Wen-Sheng Chen, Binbin Pan

Chinese Conference on Pattern Recognition and Computer Vision

DOI

2018

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

Bo Chen, Feifei Xie, Wen-Sheng Chen, Binbin Pan

International Conference on Computational Intelligence and Security

DOI

2017

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

Wen-Sheng Chen, Liping Deng, Binbin Pan, Yang Zhao

International Conference on Intelligent Computing

DOI

2017

Non-negative matrix factorization face recognition method and system on the basis of kernel machine learning

Wen-Sheng Chen, Yang Zhao, Bo Chen, Binbin Pan

2017

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

Jingmin Liu, Wen-Sheng Chen, Binbin Pan, Qian Wang

International Conference on Security, Pattern Analysis, and Cybernetics

DOI

2017

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

Binbin Pan, Wen-Sheng Chen, Bo Chen, Chen Xu, J. Lai

IEEE Transactions on Neural Networks and Learning Systems

DOI

2017

Adjacent graph-based block kernel nonnegative matrix factorization

Wen-Sheng Chen, Qian Wang, Binbin Pan

International Conference on Security, Pattern Analysis, and Cybernetics

DOI

2017

A Fractional Active Contour Model for Medical Image Segmentation

Bo Chen, Shan Huang, Zhengrong Liang, Wen-Sheng Chen, Han-Ling Lin, Binbin Pan, M. Pomeroy

Nuclear Science Symposium and Medical Imaging Conference

DOI

2017

ノンパラメトリックカーネル法のためのサンプル外拡張【Powered by NICT】

Binbin Pan, Wen-Sheng Chen, Bo Chen, Chen Xu, J. Lai

2016

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

Wen-Sheng Chen, Qian Wang, Binbin Pan, Yu-Gao Li

International Conference on Computational Intelligence and Security

DOI

2016

Adaptive background modeling via incremental non-negative matrix factorization

Huai-Qin Dong, Binbin Pan, Wen-Sheng Chen, Chen Xu

DOI

2016

A New Image Inpainting Algorithm Based on DCT Similar Patches Features

Jing-Si Ou, Wen-Sheng Chen, Binbin Pan, Yu-Gao Li

International Conference on Computational Intelligence and Security

DOI

2016

顔認識のための教師つきカーネル非負行列因数分解【Powered by NICT】

Wen-Sheng Chen, Yang Zhao, Binbin Pan, Bo Chen

2016

A Novel Nonnegative Matrix Factorization Algorithm for Multi-manifold Learning

Qian Wang, Wen-Sheng Chen, Binbin Pan, Yu-Gao Li

Chinese Conference on Biometric Recognition

DOI

2016

Supervised kernel nonnegative matrix factorization for face recognition

Wen-Sheng Chen, Yang Zhao, Binbin Pan, Bo Chen

Neurocomputing

DOI

2016

顔認識のための局所的および非局所的特徴に基づくカーネル非負行列因子分解法【Powered by NICT】

Wen-Sheng Chen, Qian Wang, Binbin Pan, Yu-Gao Li

2016

A Novel Framework for Learning Geometry-Aware Kernels

Binbin Pan, Wen-Sheng Chen, Chen Xu, Bo Chen

IEEE Transactions on Neural Networks and Learning Systems

DOI

2016

インクリメンタル非負行列分解に基づく適応背景モデル【JST・京大機械翻訳】

Huai-Qin Dong, Binbin Pan, Wen-Sheng Chen, Chen Xu

2016

A new parallel MRI image reconstruction model with elastic net regularization

B. Qiu, Wen-Sheng Chen, Bo Chen, Binbin Pan

IEEE International Joint Conference on Neural Network

DOI

2016

Block kernel Nonnegative Matrix Factorization and its application to Face Recognition

Wen-Sheng Chen, Yu-Gao Li, Binbin Pan, Chen Xu

IEEE International Joint Conference on Neural Network

DOI

2016

DCT類似パッチ特徴に基づく新しい画像修復アルゴリズム【Powered by NICT】

Jing-Si Ou, Wen-Sheng Chen, Binbin Pan, Yu-Gao Li

2016

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

Binbin Pan, Wen-Sheng Chen, Bo Chen, Chen Xu

Information Sciences

DOI

2016

Incremental learning based on block sparse kernel nonnegative matrix factorization

Wen-Sheng Chen, Yu-Gao Li, Binbin Pan, Bo Chen

International Conference on Wavelet Analysis and Pattern Recognition

DOI

2016

Prediction of Soft Tissue Deformations after CMF Surgery with Incremental Kernel Ridge Regression

Binbin Pan, Guangming Zhang, J. Xia, P. Yuan, H. Ip, Qi-Zhen He, Philip K. M. Lee, Ben Chow, Xiaobo Zhou

Comput. Biol. Medicine

DOI

2015

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

Wen-Sheng Chen, Xiuli Dai, Binbin Pan, Taiquan Huang

Neurocomputing

DOI

2015

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

Yu-Gao Li, Wen-Sheng Chen, Binbin Pan, Yang Zhao, Bo Chen

Chinese Conference on Biometric Recognition

DOI

2015

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

Wen-Sheng Chen, Yang Zhao, Binbin Pan, Chen Xu

International Conference on Computational Intelligence and Security

DOI

2015

Non-negative Compatible Kernel Construction for Face Recognition

Yang Zhao, Wen-Sheng Chen, Binbin Pan, Bo Chen

Chinese Conference on Biometric Recognition

DOI

2015

Semi-supervised discriminant analysis method for face recognition

Wen-Sheng Chen, Xiuli Dai, Binbin Pan, Yuanyan Tang

Int. J. Wavelets Multiresolution Inf. Process.

DOI

2014

A Novel Cross Iterative Selection Method for Face Recognition

Xiuli Dai, Wen-Sheng Chen, Binbin Pan, Bo Chen

Chinese Conference on Biometric Recognition

DOI

2014

Ideal regularization for learning kernels from labels

Binbin Pan, J. Lai, Li-Xin Shen

Neural Networks

DOI

2014

Supervised Kernel Construction for Unsupervised PCA on Face Recognition

Yang Zhao, Wen-Sheng Chen, Binbin Pan, Bo Chen

Chinese Conference on Pattern Recognition

DOI

2014

A novel adaptive partial differential equation model for image segmentation

Bo Chen, Qing Zou, Wen-Sheng Chen, Binbin Pan

DOI

2013

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

Meng Chen, Wen-Sheng Chen, Bo Chen, Binbin Pan

Chinese Conference on Biometric Recognition

DOI

2013

Learning Geometry-Aware Kernels in a Regularization Framework

Binbin Pan, Wen-Sheng Chen

International Conference on Computer Analysis of Images and Patterns

DOI

2012

Learning kernels from labels with ideal regularization

Binbin Pan, J. Lai, Li-Xin Shen

International Conference on Pattern Recognition

2012

Incremental Kernel Ridge Regression for the Prediction of Soft Tissue Deformations

Binbin Pan, J. Xia, P. Yuan, J. Gateno, H. Ip, Qi-Zhen He, Philip K. M. Lee, Ben Chow, Xiaobo Zhou

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2011

Nonlinear nonnegative matrix factorization based on Mercer kernel construction

Binbin Pan, J. Lai, Wen-Sheng Chen

Pattern Recognition

DOI

2011

Learning low-rank Mercer kernels with fast-decaying spectrum

Binbin Pan, J. Lai, Pong C. Yuen

Neurocomputing

DOI

2008

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

Wen-Sheng Chen, Binbin Pan, Bin Fang, Jinbin Zou

International Conference on Wavelet Analysis and Pattern Recognition

DOI

2008

Incremental Nonnegative Matrix Factorization for Face Recognition

Wen-Sheng Chen, Binbin Pan, Bin Fang, Ming Li, Jian Tang

DOI

精选作品

期刊论文

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

Exponential Non-negative Matrix Factorization for Image Data Representation

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

Hyperparameter Recommendation Integrated With Convolutional Neural Network

Symmetric nonnegative matrix factorization: A systematic review

Kernel Non-negative Matrix Factorization using Modified Cosine Similarity

Underwater Image Enhancement via Multi-color Space Correction and Fusion

Hybrid Metric-Induced Nonnegative Matrix Factorization

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

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

Classifier selection using geometry preserving feature

Bi-Level Optimization Based Projective Non-Negative Matrix Factorization

A survey of deep nonnegative matrix factorization

A Novel Enhanced Nonnegative Matrix Factorization Method for Face Recognition

A New Adaptive TV-Based BM3D Algorithm for Image Denoising

Deep Discriminant Non-negative Matrix Factorization Method for Image Clustering

A Novel Projective Nonnegative Matrix Factorization Based on Fisher Discriminant Analysis

RGB-skeleton fusion network for spatial-temporal action detection

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

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

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

Supervised Non-negative Matrix Factorization Induced by Huber Loss

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

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

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

Semiparametric Clustering: A Robust Alternative to Parametric Clustering

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

Block kernel nonnegative matrix factorization for face recognition

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

Nonnegative matrix factorization with manifold structure for face recognition

Non-Negative Feature Extraction using Conjugate Gradient Method

Robust Nonnegative Matrix Factorization Based on Cosine Similarity Induced Metric

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

Class-Cone Based Nonnegative Matrix Factorization for Face Recognition

A Novel Adaptive Segmentation Method Based on Legendre Polynomials Approximation

Fast Non-Negative Matrix Factorizations for Face Recognition

A Novel Enhanced Nonnegative Feature Extraction Approach

Automatic Classifier Selection Based on Classification Complexity

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

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

Non-negative matrix factorization face recognition method and system on the basis of kernel machine learning

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

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

Adjacent graph-based block kernel nonnegative matrix factorization

A Fractional Active Contour Model for Medical Image Segmentation

ノンパラメトリックカーネル法のためのサンプル外拡張【Powered by NICT】

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

Adaptive background modeling via incremental non-negative matrix factorization

A New Image Inpainting Algorithm Based on DCT Similar Patches Features

顔認識のための教師つきカーネル非負行列因数分解【Powered by NICT】

A Novel Nonnegative Matrix Factorization Algorithm for Multi-manifold Learning

Supervised kernel nonnegative matrix factorization for face recognition

顔認識のための局所的および非局所的特徴に基づくカーネル非負行列因子分解法【Powered by NICT】

A Novel Framework for Learning Geometry-Aware Kernels

インクリメンタル非負行列分解に基づく適応背景モデル【JST・京大機械翻訳】

A new parallel MRI image reconstruction model with elastic net regularization

Block kernel Nonnegative Matrix Factorization and its application to Face Recognition

DCT類似パッチ特徴に基づく新しい画像修復アルゴリズム【Powered by NICT】

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

Incremental learning based on block sparse kernel nonnegative matrix factorization

Prediction of Soft Tissue Deformations after CMF Surgery with Incremental Kernel Ridge Regression

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

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

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

Non-negative Compatible Kernel Construction for Face Recognition

Semi-supervised discriminant analysis method for face recognition

A Novel Cross Iterative Selection Method for Face Recognition

Ideal regularization for learning kernels from labels

Supervised Kernel Construction for Unsupervised PCA on Face Recognition

A novel adaptive partial differential equation model for image segmentation

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

Learning Geometry-Aware Kernels in a Regularization Framework

Learning kernels from labels with ideal regularization

Incremental Kernel Ridge Regression for the Prediction of Soft Tissue Deformations

Nonlinear nonnegative matrix factorization based on Mercer kernel construction

Learning low-rank Mercer kernels with fast-decaying spectrum

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

Incremental Nonnegative Matrix Factorization for Face Recognition