Color image segmentation guided by a color gradient network

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

Watersheds in digital spaces: an efficient algorithm based on immersion simulations

Luc Vincent, Pierre Soille · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1991 · 5.6K citations

Computing, Computer Science, Computer Vision +13

Optimal approximations by piecewise smooth functions and associated variational problems

David Mumford, Jayant Shah · Communications on Pure and Applied Mathematics · 1989 · 5.2K citations · Full text

Natural Sciences, Computational Engineering, Computational Mechanics +13

Unsupervised segmentation of color-texture regions in images and video

Y. Deng, B.S. Manjunath · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2001 · 1.4K citations

Computing, Computer Science, Computer Vision +14

An optimal graph theoretic approach to data clustering: theory and its application to image segmentation

Zhenyu Wu, Richard M. Leahy · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1993 · 1.1K citations

Computing, Computer Science, Algorithms +15