Detail of the student project

List
Topic:Fast image registration using linear programming and sparse sampling
Department:Katedra kybernetiky
Supervisor:
Announce as:DP,BP,PMI,SOP,PRO
Description:We shall start from a very fast registration technique [1], which is based on choosing keypoints on class boundaries, sampling their neighborhood in a normal direction, approximating the criterion using piecewise linear functions, and linear programming. Possible tasks include: coupling with a very fast segmentation method, extension to 3D, automatic choice of reliable keypoints, tailor-made innerpoint method optimization, optimized multiresolution and termination criterion, etc.
Bibliography:Kybic, Borovec: Fast registration by boundary sampling and linear programming. MICCAI 2018
Date:29.05.2018
Responsible person: Petr Pošík