A novel spectral clustering method with superpixels for image segmentation

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

Mean shift: a robust approach toward feature space analysis

Dorin Comaniciu, Peter Meer · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 11.4K citations

Computing, Computer Science, Computer Vision +15

A tutorial on spectral clustering

Ulrike von Luxburg · Statistics and Computing · 2007 · 10.3K citations · Full text

Computing, Computer Science, Data Mining +10

A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics

David Martín, Charless C. Fowlkes, Doron Tal et al. · 2002 · 8K citations

Computing, Ecology, Computer Vision +15

On Spectral Clustering: Analysis and an algorithm

Andrew Y. Ng, Michael I. Jordan, Yair Weiss · 2001 · 7.8K citations

Computing, Computer Science, Data Science +10