Incremental Manifold Learning Via Tangent Space Alignment

Xiaoming Liu; Jianwei Yin; Zhilin Feng; Jinxiang Dong

doi:10.1007/11829898_10

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Incremental Manifold Learning Via Tangent Space Alignment

Xiaoming Liu Jianwei Yin Zhilin Feng Jinxiang Dong

Year: 2006 Lecture notes in computer science Pages: 107-121 Publisher: Springer Science+Business Media

DOI: 10.1007/11829898_10

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Keywords:

Nonlinear dimensionality reduction Computer science Tangent space Dimensionality reduction Curse of dimensionality Manifold (fluid mechanics) Tangent Tangent vector Feature vector Algorithm Regularization (linguistics) Artificial intelligence Norm (philosophy) Landmark Key (lock) Manifold alignment Intrinsic dimension Nonlinear system Clustering high-dimensional data Mathematics Cluster analysis

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Topics

Face and Expression Recognition

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Advanced Clustering Algorithms Research

Physical Sciences → Computer Science → Artificial Intelligence

Neural Networks and Applications

Physical Sciences → Computer Science → Artificial Intelligence

Incremental Manifold Learning Via Tangent Space Alignment

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