Concepedia

Alexander Shekhovtsov

AS

15

Publications

606

Citations

12

H-Index

2002

Active since

Affiliations

Czech Technical University in Prague(Current)

Graz University of Technology

Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine

Institute of Information Technologies

Heidelberg University

Alexander Shekhovtsov is an author at Czech Technical University in Prague specializing in engineering, computer science, and machine vision.

Top concepts

EngineeringComputer ScienceImage AnalysisMachine VisionComputer VisionData ScienceMachine LearningPattern RecognitionComputational GeometryCombinatorial Optimization

Publications per year

2002–2023

15

Publications

15

End-to-End Training of Hybrid CNN-CRF Models for Stereo

Patrick Knöbelreiter, Christian Reinbacher, Alexander Shekhovtsov et al. · 2017 · 138 citations

Convolutional Neural Network, Machine Vision, Machine Learning +15

Efficient MRF deformation model for non-rigid image matching

Alexander Shekhovtsov, Ivan Kovtun, Václav Hlaváč · Computer Vision and Image Understanding · 2008 · 80 citations

Geometric Modeling, Machine Vision, Image Analysis +8

On partial optimality in multi-label MRFs

Pushmeet Kohli, Alexander Shekhovtsov, Carsten Rother et al. · 2008 · 73 citations

Mathematical Programming, Multiple Instance Learning, Engineering +21

Efficient MRF Deformation Model for Non-Rigid Image Matching

Alexander Shekhovtsov, Ivan Kovtun, Václav Hlaváč · 2007 · 59 citations

Engineering, Machine Learning, Graph Matching +20

Scalable multi-view stereo

Michal Jančošek, Alexander Shekhovtsov, Tomáš Pajdla · 2009 · 45 citations

Engineering, Stereo Imaging, Scalable Multi-view Stereo +18

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