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

Fine-grained Visual Classification, Image Classification, Image Analysis +15

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 · 936 citations · Full text

Mathematical Programming, Convolutional Neural Network, Engineering +25

Beyond sliding windows: Object localization by efficient subwindow search

Christoph H. Lampert, Matthew B. Blaschko, Thomas Hofmann · 2008 · 691 citations

Engineering, Machine Learning, Feature Detection +17

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 · 510 citations · Full text

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 · 386 citations · Full text