Semi-supervised discriminative classification with application to tumorous tissues segmentation of MR brain images

Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images

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Engineering, Bayesian Restoration, Markov Chain Monte Carlo +17

Normalized cuts and image segmentation

Jianbo Shi, Jitendra Malik · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 15.5K citations

Engineering, Machine Learning, Feature Detection +16

Numerical recipes in C

William H. Press, Saul A. Teukolsky, William T. Vetterling et al. · 1994 · 15.3K citations

Mathematical Programming, Numerical Analysis, Electrical Engineering +11

Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm

Y. Zhang, Michael Brady, Stephen M. Smith · IEEE Transactions on Medical Imaging · 2001 · 7.2K citations · Full text

Engineering, Brain Mapping, Social Sciences +20

Fast approximate energy minimization via graph cuts

Yuri Boykov, Olga Veksler, Ramin Zabih · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2001 · 7K citations

Graph Sparsity, Engineering, Video Processing +21