Matthew B. Blaschko

Fine-Grained Visual Classification of Aircraft

Subhransu Maji, Esa Rahtu, Juho Kannala et al. · arXiv (Cornell University) · 2013 · 1.2K citations · Full text

Computing, Aerospace Engineering, Computer Science +16

The Lovasz-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks

Maxim Berman, Amal Rannen Triki, Matthew B. Blaschko · 2018 · 992 citations · Full text

Computing, Computer Science, Computer Vision +16

Beyond sliding windows: Object localization by efficient subwindow search

Christoph H. Lampert, Matthew B. Blaschko, Thomas Hofmann · 2008 · 692 citations

Computing, Computer Science, Computer Vision +16

A Discriminatively Trained Fully Connected Conditional Random Field Model for Blood Vessel Segmentation in Fundus Images

José Ignacio Orlando, Elena Prokofyeva, Matthew B. Blaschko · IEEE Transactions on Biomedical Engineering · 2016 · 514 citations · Full text

Computing, Biomedical Engineering, Computer Science +17

Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index

Tom Eelbode, Jeroen Bertels, Maxim Berman et al. · IEEE Transactions on Medical Imaging · 2020 · 414 citations · Full text

Computing, Biomedical Engineering, Computer Science +17