SEEDS: Superpixels Extracted Via Energy-Driven Sampling

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

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

Radhakrishna Achanta, Anil Shaji, Kevin Smith et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 9.1K citations · Full text

Computing, Computer Science, Computer Vision +11

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

Efficient Graph-Based Image Segmentation

Pedro F. Felzenszwalb, Daniel P. Huttenlocher · International Journal of Computer Vision · 2004 · 6.2K citations

Computing, Computer Science, Computer Vision +7