Video event segmentation and visualisation in non-linear subspace

Normalized cuts and image segmentation

Jianbo Shi, Jitendra Malik · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 15.7K citations

Computing, Computer Science, Computer Vision +12

Nonlinear Dimensionality Reduction by Locally Linear Embedding

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Computing, Computer Science, Data Visualization +15

A Global Geometric Framework for Nonlinear Dimensionality Reduction

Joshua B. Tenenbaum, Vin de Silva, John Langford · Science · 2000 · 13.7K citations

Computing, Computer Science, Neuroscience +14

Laplacian Eigenmaps for Dimensionality Reduction and Data Representation

Mikhail Belkin, Partha Niyogi · Neural Computation · 2003 · 7.7K citations

Computing, Computer Science, Data Mining +13

Unsupervised Learning of Image Manifolds by Semidefinite Programming

Kilian Q. Weinberger, Lawrence K. Saul · International Journal of Computer Vision · 2006 · 700 citations · Full text

Computing, Computer Science, Mathematics +11