Detail of the student project

Topic:Fast image registration using linear programming and sparse sampling
Department:Katedra kybernetiky
Supervisor:Prof. Dr. Ing. Jan Kybic
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
Realization form:sw projekt
Responsible person: Petr Pošík