Fields · Physical Sciences · Computer Science · Computer Vision and Pattern Recognition

Face and Expression Recognition

This cluster of papers focuses on the application of various machine learning and dimensionality reduction techniques to the field of face recognition. It covers topics such as feature selection, support vector machines, ensemble methods, local binary patterns, non-negative matrix factorization, spectral clustering, Laplacian eigenmaps, and sparse representation in the context of face recognition.

76,201 works

Papers listed on taxonomy pages are the top few works per node from the OpenAlex snapshot. That list is not exhaustive and is not an endorsement. The topic map and the journal registry remain separate: there is still no authoritative topic-to-venue or topic-to-organization edge. Search is a lexical lookup, not a claim that a venue publishes a topic.

Most cited

  1. A Threshold Selection Method from Gray-Level Histograms

    Nobuyuki Otsu · 1979 · IEEE Transactions on Systems Man and Cybernetics · 43,740 citations

  2. LIBSVM

    Chih-Chung Chang, Chih‐Jen Lin · 2011 · ACM Transactions on Intelligent Systems and Technology · 41,477 citations

  3. Regularization Paths for Generalized Linear Models via Coordinate Descent

    Jerome H. Friedman, Trevor Hastie, Robert Tibshirani · 2010 · Journal of Statistical Software · 17,572 citations

  4. Nonlinear Dimensionality Reduction by Locally Linear Embedding

    Sam T. Roweis, Lawrence K. Saul · 2000 · Science · 15,101 citations

  5. Robust Real-Time Face Detection

    Paul Viola, Michael Jones · 2004 · International Journal of Computer Vision · 14,237 citations

  6. Eigenfaces for Recognition

    Matthew Turk, Alex Pentland · 1991 · Journal of Cognitive Neuroscience · 13,806 citations

Most recent

  1. Similarity and approaching direction based substitutability analysis method for k-nearest neighbor classifier

    Jue Shi · 2026 · Engineering Applications of Artificial Intelligence · 0 citations

  2. Group-size adaptive kernel extension for feature upsampling

    Jingjing Xin, Chenglong Wu, Geming Xue, Geng Liu · 2026 · Image and Vision Computing · 0 citations

  3. AN ENHANCED DEEP LEARNING FRAMEWORK FOR ROBUST LICENSE PLATE DETECTION AND RECOGNITION UNDER CHALLENGING REAL-WORLD CONDITIONS

    Author unknown · 2026 · International Journal of Progressive Research in Engineering Management and Science · 0 citations

  4. ENHANCED UNSUPERVISED FEATURE SELECTION USING BINARY BAT ALGORITHM

    Isah Tajiri Sagagi, Alhassan Adamu, Noah Gana · 2026 · 0 citations

  5. Robust multi-view subspace clustering with enhanced high-order correlations

    Haifeng Yang, Fuxing Cui, Jianghui Cai, Meihong Su · 2026 · Pattern Analysis and Applications · 0 citations

  6. Incremental linear discriminant analysis with ordered weighted average operator for feature extraction

    Benting Wan, Zhang Wen, Mengjie Han, Jun Wan · 2026 · Heliyon · 0 citations

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