Matthew B. Blaschko
KU Leuven(BE)
Publications by Year
Research Areas
Advanced Neural Network Applications, Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning, Retinal Imaging and Analysis, Image Retrieval and Classification Techniques
Most-Cited Works
- → Fine-Grained Visual Classification of Aircraft(2013)1,165 cited
- → The Lovasz-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks(2018)948 cited
- → Beyond sliding windows: Object localization by efficient subwindow search(2008)691 cited
- → A Discriminatively Trained Fully Connected Conditional Random Field Model for Blood Vessel Segmentation in Fundus Images(2016)510 cited
- → Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index(2020)393 cited
- → Metrics reloaded: recommendations for image analysis validation(2024)351 cited
- → Efficient Subwindow Search: A Branch and Bound Framework for Object Localization(2009)348 cited
- → Learning to Localize Objects with Structured Output Regression(2008)326 cited
- → Correlational spectral clustering(2008)236 cited
- → Unsupervised Object Discovery: A Comparison(2009)190 cited