Keyword

2DPCA

Description: Two-dimensional principal component analysis, a statistical feature-extraction method used to reduce image data for recognition and classification.

Primary topic: Face and Expression Recognition (56%)

OpenAlex ID: keywords/2dpca

Two-dimensional pca: a new approach to appearance-based face representation and recognition

2004 · Jian Yang, D. Zhang, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 3,563

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2D-LDA: A statistical linear discriminant analysis for image matrix

2004 · Ming Li, Baozong Yuan · Pattern Recognition Letters · 680

: Two-directional two-dimensional PCA for efficient face representation and recognition

2005 · Daoqiang Zhang, Zhi-Hua Zhou · Neurocomputing · 617

Stock prediction using deep learning

2016 · Ritika Singh, Shashi Srivastava · Multimedia Tools and Applications · 339

L1-Norm-Based 2DPCA

2010 · Xuelong Li, Yanwei Pang, et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 271

Sequential three-way decision and granulation for cost-sensitive face recognition

2015 · Huaxiong Li, Libo Zhang, et al. · Knowledge-Based Systems · 270

Generalized 2D principal component analysis for face image representation and recognition

2005 · Hui Kong, Lei Wang, et al. · Neural Networks · 185

2D-LPP: A two-dimensional extension of locality preserving projections

2006 · Sibao Chen, Haifeng Zhao, et al. · Neurocomputing · 177

Studies on Hyperspectral Face Recognition in Visible Spectrum With Feature Band Selection

2010 · Wei Di, Lei Zhang, et al. · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 134

Diagonal principal component analysis for face recognition

2005 · Daoqiang Zhang, Zhi-Hua Zhou, et al. · Pattern Recognition · 131

Robust 2DPCA With Non-greedy $\ell _{1}$ -Norm Maximization for Image Analysis

2014 · Rong Wang, Feiping Nie, et al. · IEEE Transactions on Cybernetics · 123

An approach for directly extracting features from matrix data and its application in face recognition

2008 · Yong Xu, David Zhang, et al. · Neurocomputing · 105

Finger-vein recognition based on dual-sliding window localization and pseudo-elliptical transformer

2016 · Shirong Qiu, Yaqin Liu, et al. · Expert Systems with Applications · 97

Feature extraction approaches based on matrix pattern: MatPCA and MatFLDA

2004 · Songcan Chen, Yulian Zhu, et al. · Pattern Recognition Letters · 97

The equivalence of two-dimensional PCA to line-based PCA

2004 · Liwei Wang, Xiao Wang, et al. · Pattern Recognition Letters · 93

Angle 2DPCA: A New Formulation for 2DPCA

2017 · Quanxue Gao, Lan Ma, et al. · IEEE Transactions on Cybernetics · 90

Face recognition based on 2D Fisherface approach

2005 · Xiao-Yuan Jing, Hau-San Wong, et al. · Pattern Recognition · 87

Two-Dimensional Principal Component Analysis-Based Convolutional Autoencoder for Wafer Map Defect Detection

2020 · Jianbo Yu, Jiatong Liu · IEEE Transactions on Industrial Electronics · 85

Two-Directional Two-Dimensional Random Projection and Its Variations for Face and Palmprint Recognition

2011 · Lu Leng, Jiashu Zhang, et al. · Lecture notes in computer science · 83

Generalized 2d principal component analysis

2006 · Hui Kong, Xuchun Li, et al. · IEEE International Joint Conference on Neural Networks (IJCNN) · 83

Palmprint recognition with 2DPCA+PCA based on modular neural networks

2007 · Zhong-Qiu Zhao, De-Shuang Huang, et al. · Neurocomputing · 81

Binary Two-Dimensional PCA

2008 · Yanwei Pang, Dacheng Tao, et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 80

Subspace-based Age-group Classification Using Facial Images under Various Lighting Conditions

2006 · K. Ueki, T. Hayashida, et al. · International Conference on Automatic Face and Gesture Recognition · 79

Hyperspectral image-based multi-feature integration for TVB-N measurement in pork

2017 · Tengfei Guo, Min Huang, et al. · Journal of Food Engineering · 76

Facial expression recognition based on two-dimensional discriminant locality preserving projections

2007 · Ruicong Zhi, Qiuqi Ruan · Neurocomputing · 74

Works count: 1,426

Citation count: 15,050