Wen-Sheng Chen

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 39

Top Topics

Factorization Method

Fisher Discriminant

Negative Matrix Factorization

Face Recognition

Top Venues

Int. J. Wavelets Multiresolution Inf. Process.

Knowl. Based Syst.

Publications

Binbin Pan, Wen-Sheng Chen, Liping Deng, Chen Xu, Xiaobo Zhou
Classifier selection using geometry preserving feature. Neural Comput. Appl. 35 (28) (2023)
Wen-Sheng Chen, Kexin Xie, Rui Liu, Binbin Pan
Symmetric nonnegative matrix factorization: A systematic review. Neurocomputing 557 (2023)
Wen-Sheng Chen, Zixin Lian, Binbin Pan, Bo Chen
Bi-level optimization-based projective non-negative matrix factorization. Int. J. Wavelets Multiresolution Inf. Process. 21 (1) (2023)
Rong Zhou, Wen-Sheng Chen, Binbin Pan
Orthogonal Universal Kernel Non-Negative Matrix Factorization with Total Variation Regularization. ICMLC (2023)
Guo-Hua Feng, Wen-Sheng Chen
Piezoelectric Micromachined Ultrasonic Transducer-Integrated Helmholtz Resonator with Microliter-Sized Volume-Tunable Cavity. Sensors 22 (19) (2022)
Wen-Sheng Chen, Haitao Chen, Binbin Pan
A Novel Enhanced Nonnegative Matrix Factorization Method for Face Recognition. Int. J. Pattern Recognit. Artif. Intell. 36 (3) (2022)
Wen-Sheng Chen, Xiya Ge, Binbin Pan
A novel general kernel-based non-negative matrix factorisation approach for face recognition. Connect. Sci. 34 (1) (2022)
Wen-Sheng Chen, Qianwen Zeng, Binbin Pan
A survey of deep nonnegative matrix factorization. Neurocomputing 491 (2022)
Kexin Xie, Wen-Sheng Chen, Binbin Pan
Deep Discriminant Non-negative Matrix Factorization Method for Image Clustering. ICIC (1) (2022)
Zihao Zhan, Wen-Sheng Chen, Binbin Pan, Bo Chen
Deep Grouped Non-Negative Matrix Factorization Method for Image Data Representation. ICMLC (2021)
Zixin Lian, Wen-Sheng Chen, Binbin Pan
A Novel Projective Nonnegative Matrix Factorization Based on Fisher Discriminant Analysis. CIS (2021)
Wen-Sheng Chen, Zihao Zhan, Binbin Pan, Bo Chen
Class-Based Deep Non-Negative Matrix Factorization Algorithm for Facial Image Representation. CIS (2021)
Ying Huang, Wen-Sheng Chen, Binbin Pan, Bo Chen
Supervised Non-negative Matrix Factorization Induced by Huber Loss. ICIG (2) (2021)
Qianwen Zeng, Wen-Sheng Chen, Binbin Pan
BP Neural Network-Based Deep Non-negative Matrix Factorization for Image Clustering. ICIC (3) (2020)
Huihui Qian, Wen-Sheng Chen, Binbin Pan, Bo Chen
Kernel Non-Negative Matrix Factorization Using Self-Constructed Cosine Kernel. CIS (2020)
Xu-Chao Chai, Qing-Liang Wang, Wen-Sheng Chen, Wen-Qing Wang, Dan-Ning Wang, Yue Li
Research on a Distributed Processing Model Based on Kafka for Large-Scale Seismic Waveform Data. IEEE Access 8 (2020)
Wen-Sheng Chen, Jingmin Liu, Binbin Pan, Yugao Li
Block kernel nonnegative matrix factorization for face recognition. Int. J. Wavelets Multiresolution Inf. Process. 17 (1) (2019)
Wen-Sheng Chen, Jingmin Liu, Binbin Pan, Bo Chen
Face recognition using nonnegative matrix factorization with fractional power inner product kernel. Neurocomputing 348 (2019)
Wen-Sheng Chen, Qian Wang, Binbin Pan, Bo Chen
Nonnegative matrix factorization with manifold structure for face recognition. Int. J. Wavelets Multiresolution Inf. Process. 17 (2) (2019)
Wen-Sheng Chen, Haitao Chen, Binbin Pan, Bo Chen
Robust Nonnegative Matrix Factorization Based on Cosine Similarity Induced Metric. IScIDE (2) (2019)
Wen-Sheng Chen
Preface. Int. J. Wavelets Multiresolution Inf. Process. 17 (2) (2019)
Jiawen Zhang, Wen-Sheng Chen, Binbin Pan
Non-Negative Feature Extraction using Conjugate Gradient Method. CIS (2019)
Binbin Pan, Huaiqin Dong, Wen-Sheng Chen, Chen Xu
Semiparametric Clustering: A Robust Alternative to Parametric Clustering. IEEE Trans. Neural Networks Learn. Syst. 30 (9) (2019)
Shuangyan Yi, Zhenyu He, Yiu-Ming Cheung, Wen-Sheng Chen
Unified Sparse Subspace Learning via Self-Contained Regression. IEEE Trans. Circuits Syst. Video Technol. 28 (10) (2018)
Wen-Sheng Chen, Yugao Li, Binbin Pan, Chen Xu
Fast Non-Negative Matrix Factorizations for Face Recognition. Int. J. Pattern Recognit. Artif. Intell. 32 (4) (2018)
Liping Deng, Wen-Sheng Chen, Binbin Pan
Automatic Classifier Selection Based on Classification Complexity. PRCV (3) (2018)
Xiaohuan Lu, Zhenyu He, Shuangyan Yi, Wen-Sheng Chen
Joint of locality- and globality-preserving projections. Signal Image Video Process. 12 (3) (2018)
Haitao Chen, Wen-Sheng Chen, Binbin Pan, Bo Chen
A Novel Enhanced Nonnegative Feature Extraction Approach. CIS (2018)
Wen-Sheng Chen, Xian-Kun Huang, Binbin Fan, Qian Wang, Baohua Wang
Kernel nonnegative matrix factorization with RBF kernel function for face recognition. ICMLC (2017)
Qiao Liu, Xiaohuan Lu, Zhenyu He, Chunkai Zhang, Wen-Sheng Chen
Deep convolutional neural networks for thermal infrared object tracking. Knowl. Based Syst. 134 (2017)
Wen-Sheng Chen, Liping Deng, Binbin Pan, Yang Zhao
Kernel Based Non-Negative Matrix Factorization Method with General Kernel Functions. ICIC (3) (2017)
Jingmin Liu, Wen-Sheng Chen, Binbin Pan, Qian Wang
Nonlinear non-negative matrix factorization with fractional power inner-product kernel for face recognition. SPAC (2017)
Binbin Pan, Wen-Sheng Chen, Bo Chen, Chen Xu, Jianhuang Lai
Out-of-Sample Extensions for Non-Parametric Kernel Methods. IEEE Trans. Neural Networks Learn. Syst. 28 (2) (2017)
Wen-Sheng Chen, Qian Wang, Binbin Pan
Adjacent graph-based block kernel nonnegative matrix factorization. SPAC (2017)
Binbin Pan, Wen-Sheng Chen, Bo Chen, Chen Xu
Efficient learning of supervised kernels with a graph-based loss function. Inf. Sci. (2016)
Hsin-Chang Yang, Cathy S. Lin, Han-Wei Hsiao, Wen-Sheng Chen, Mei-Li Kao, Yuh-Tay Lin, Leon S. L. Wang
Toward Construction of Open Election Data Model: A Case Study of Taiwan's Election Data. MISNC (2016)
Chien-Chang Chen, Wen-Sheng Chen, Yu-Jing Lin, Chih-Chien Wang
The Current Development of Open Election Data in Taiwan. MISNC (2016)
Xiao Ma, Qiao Liu, Zhenyu He, Xiaofeng Zhang, Wen-Sheng Chen
Visual tracking via exemplar regression model. Knowl. Based Syst. 106 (2016)
Xin Li, Qiao Liu, Zhenyu He, Hongpeng Wang, Chunkai Zhang, Wen-Sheng Chen
A multi-view model for visual tracking via correlation filters. Knowl. Based Syst. 113 (2016)
Wen-Sheng Chen, Xiuli Dai, Binbin Pan, Taiquan Huang
A novel discriminant criterion based on feature fusion strategy for face recognition. Neurocomputing 159 (2015)
Wen-Sheng Chen, Ying-Jun Chen, Shiow-yang Wu
Dynamic Aggregate: An Elastic Framework for QoS-Aware Distributed Processing of RFID Data on Enterprise Hierarchy. IEEE Trans. Parallel Distributed Syst. 25 (7) (2014)
Yun Xue, Zhengling Liao, Meihang Li, Jie Luo, Xiaohui Hu, Guiyin Luo, Wen-Sheng Chen
A New Biclustering Algorithm for Time-Series Gene Expression Data Analysis. CIS (2014)
Binbin Pan, Wen-Sheng Chen
Learning Geometry-Aware Kernels in a Regularization Framework. CAIP (1) (2013)
Meng Chen, Wen-Sheng Chen, Bo Chen, Binbin Pan
Non-negative Sparse Representation Based on Block NMF for Face Recognition. CCBR (2013)
Wen-Sheng Chen, Wei Wang, Jianwei Yang, Yuan Yan Tang
Supervised Regularization Locality-Preserving Projection Method for Face Recognition. Int. J. Wavelets Multiresolution Inf. Process. 10 (6) (2012)
Bo Chen, Yan Li, Wen-Sheng Chen, Jin-Lin Cai
A Novel Variance Minimization Segmentation Model. CCBR (2012)
Wen-Sheng Chen, Pong Chi Yuen, Xuehui Xie
Kernel machine-based rank-lifting regularized discriminant analysis method for face recognition. Neurocomputing 74 (17) (2011)
Binbin Pan, Jian-Huang Lai, Wen-Sheng Chen
Nonlinear nonnegative matrix factorization based on Mercer kernel construction. Pattern Recognit. 44 (10-11) (2011)
Wei He, Wen-Sheng Chen, Bin Fang
A Novel Subspace Discriminant Locality Preserving Projections for Face Recognition. CIS (2011)
Taiquan Huang, Wen-Sheng Chen
Automatic Parameter Determination Based on a Modified Discriminant Criterion for Face Recognition. CIS (2011)
Wei Wang, Wen-Sheng Chen
DST Feature Based Locality Preserving Projections for Face Recognition. CIS (2010)
Ming Li, Wen-Sheng Chen, Lixin Han
Correlation matching method for the weak stationarity test of LRD traffic. Telecommun. Syst. 43 (3-4) (2010)
Bo Chen, Pong Chi Yuen, Jian-Huang Lai, Wen-Sheng Chen
Image Segmentation and Selective Smoothing Based on Variational Framework. J. Signal Process. Syst. 54 (1-3) (2009)
Xiao-Zhang Liu, Wen-Sheng Chen, Pong Chi Yuen, Guo-Can Feng
Learning Kernel in Kernel-Based LDA for Face Recognition Under Illumination Variations. IEEE Signal Process. Lett. 16 (12) (2009)
Wen-Sheng Chen, Pong Chi Yuen
Interpolatory Mercer kernel construction for kernel direct LDA on face recognition. ICASSP (2009)
Wen-Sheng Chen, Jian Huang, Jin Zou, Bin Fang
Wavelet-Face Based Subspace LDA Method to Solve Small Sample Size Problem in Face Recognition. Int. J. Wavelets Multiresolution Inf. Process. 7 (2) (2009)
Jianliang Tang, Wen-Sheng Chen, Jie Wang
A novel linear algorithm for P5P problem. Appl. Math. Comput. 205 (2) (2008)
Bo Chen, Wen-Sheng Chen, Liwei Zhang
Image Restoration Based on Fourth-Order PDE Model. ICNC (5) (2008)
Yun Xue, Chong Sze Tong, Ying Chen, Wen-Sheng Chen
Clustering-based initialization for non-negative matrix factorization. Appl. Math. Comput. 205 (2) (2008)
Xuehui Xie, Wen-Sheng Chen, Bo Chen, Hui Liu
Kernel Subspace LDA with Self-Constructed Mercer Kernel for Face Recognition. CIS (1) (2008)
Da-Jinn Wang, Wen-Sheng Chen, Thou-Ho Chen, Tsong-Yi Chen
The Study on Ship-Flow Analysis and Counting System in a Specific Sea-Area Based on Video Processing. IIH-MSP (2008)
Bin Fang, Xinge You, Wen-Sheng Chen, Yuan Yan Tang
Matching Algorithm Using Wavelet Thinning Features for Offline Signature Verification. Int. J. Wavelets Multiresolution Inf. Process. 5 (1) (2007)
Yun Xue, Chong Sze Tong, Wen-Sheng Chen, Weipeng Zhang
A Modified Non-negative Matrix Factorization Algorithm for Face Recognition. ICPR (3) (2006)
Wen-Sheng Chen, Pong Chi Yuen, Jian-Huang Lai
Subspace KDA Algorithm for Non-linear Feature Extraction in Face Identification. CIS (2006)
Wen-Sheng Chen, Pong Chi Yuen, Jian Huang, Bin Fang
Two-step single parameter regularization fisher discriminant method for face recognition. Int. J. Pattern Recognit. Artif. Intell. 20 (2) (2006)
Jian Huang, Pong Chi Yuen, Wen-Sheng Chen, Jian-Huang Lai, Xinge You
Linear and Nonlinear Feature-Based Fusion Algorithms for Face Recognition. Int. J. Wavelets Multiresolution Inf. Process. 4 (4) (2006)
Wen-Sheng Chen, Pong Chi Yuen, Jian Huang, Jian-Huang Lai
Face Classification based on Shannon Wavelet Kernel and Modified Fisher Criterion. FGR (2006)
Wen-Sheng Chen, Xinge You, Bin Fang, Yuanyan Tang, Jian Huang
Wavelet Natural Boundary Element Method for the Neumann Exterior Problem of Stokes Equations. Int. J. Wavelets Multiresolution Inf. Process. 4 (1) (2006)
Wen-Sheng Chen, Pong Chi Yuen, Jian Huang
A new regularized linear discriminant analysis method to solve small sample size problems. Int. J. Pattern Recognit. Artif. Intell. 19 (7) (2005)
Bin Fang, Xinge You, Yuan Yan Tang, Wen-Sheng Chen
Morphological structure reconstruction of retinal vessels in fundus images. Int. J. Pattern Recognit. Artif. Intell. 19 (7) (2005)
Shinfeng D. Lin, Shih-Chieh Shie, Wen-Sheng Chen, B. Y. Shu, Xin-Lun Yang, Yu-Lung Su
Trademark image retrieval by distance-angle pair-wise histogram. Int. J. Imaging Syst. Technol. 15 (2) (2005)
Wen-Sheng Chen, Pong Chi Yuen, Jian Huang, Dao-Qing Dai
Kernel machine-based one-parameter regularized Fisher discriminant method for face recognition. IEEE Trans. Syst. Man Cybern. Part B 35 (4) (2005)
Wen-Sheng Chen, Pong Chi Yuen, Jian Huang, Jian-Huang Lai, Jianliang Tang
A Novel Regularized Fisher Discriminant Method for Face Recognition Based on Subspace and Rank Lifting Scheme. ACII (2005)
Jian Huang, Pong Chi Yuen, Wen-Sheng Chen, Jian-Huang Lai
Kernel Subspace LDA with Optimized Kernel Parameters on Face Recognition. FGR (2004)
Jian Huang, Pong Chi Yuen, Wen-Sheng Chen, Jian-Huang Lai
Component-based LDA Method for Face Recognition with One Training Sample. AMFG (2003)
Wen-Sheng Chen, Wei Lin
Galerkin trigonometric wavelet methods for the natural boundary integral equations. Appl. Math. Comput. 121 (1) (2001)