Learning Fully-Connected CRFs for Blood Vessel Segmentation in Retinal Images

Medical image analysis: progress over two decades and the challenges ahead

James S. Duncan, Nicholas Ayache · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 4.2K citations

Medical Image Segmentation, Engineering, Biometrics +21

Ridge-Based Vessel Segmentation in Color Images of the Retina

Joes Staal, Michael D. Abràmoff, Meindert Niemeijer et al. · IEEE Transactions on Medical Imaging · 2004 · 4K citations

Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials

Philipp Krähenbühl, Vladlen Koltun · arXiv (Cornell University) · 2012 · 3K citations · Full text

Geometric Learning, Scene Analysis, Engineering +19

Retinal vessel segmentation using the 2-D Gabor wavelet and supervised classification

João V. B. Soares, J. J. G. Leandro, Roberto M. César et al. · IEEE Transactions on Medical Imaging · 2006 · 1.5K citations · Full text

Cutting-plane training of structural SVMs

Thorsten Joachims, Thomas Finley, Chun-Nam Yu · Machine Learning · 2009 · 973 citations · Full text

Support Vector Machine, Machine Vision, Machine Learning +8