Bogdan Savchynskyy

InstanceCut: From Edges to Instances with MultiCut

Alexander Kirillov, Evgeny Levinkov, Bjoern Andres et al. · 2017 · 261 citations

Directed Graph, Scene Analysis, Engineering +18

A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems

Jörg Hendrik Kappes, Bjoern Andres, Fred A. Hamprecht et al. · International Journal of Computer Vision · 2015 · 176 citations · Full text

Mathematical Programming, Engineering, Continuous Optimization +9

Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation: Combining Probabilistic Graphical Models with Deep Learning for Structured Prediction

Anurag Arnab, Shuai Zheng, Sadeep Jayasumana et al. · IEEE Signal Processing Magazine · 2018 · 137 citations

Structured Prediction, Geometric Learning, Scene Analysis +19

Global Hypothesis Generation for 6D Object Pose Estimation

Frank Michel, Alexander Kirillov, Eric Brachmann et al. · 2017 · 136 citations

Engineering, Machine Learning, 3D Pose Estimation +23

A study of Nesterov's scheme for Lagrangian decomposition and MAP labeling

Bogdan Savchynskyy, Jörg Hendrik Kappes, Stefan Schmidt et al. · 2011 · 57 citations

Mathematical Programming, Large-scale Global Optimization, Map Labeling +18