Discrete tracking of parametrized curves

Tim Hauke Heibel, Ben Glocker, Martin Groher, Nikos Paragios, Nikos Komodakis, Nassir Navab

Publikation: Beitrag in Buch/Bericht/KonferenzbandKonferenzbeitragBegutachtung

34 Zitate (Scopus)

Abstract

A novel scheme for deformable tracking of curvilinear structures in image sequences is presented. The approach is based on B-spline snakes defined by a set of control points whose optimal configuration is determined through efficient discrete optimization. Each control point is associated with a discrete random variable in a MAP-MRF formulation where a set of labels captures the deformation space. In such a context, generic terms are encoded within this MRF in the form of pairwise potentials. The use of pairwise potentials along with the B-spline representation offers nearly perfect approximation of the continuous domain. Efficient linear programming is considered to recover the approximate optimal solution. The method is successfully applied to the tracking of guide-wires in fluoroscopic X-ray sequences of several hundred frames which requires extremely robust techniques.

OriginalspracheEnglisch
Titel2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009
Herausgeber (Verlag)IEEE Computer Society
Seiten1754-1761
Seitenumfang8
ISBN (Print)9781424439935
DOIs
PublikationsstatusVeröffentlicht - 2009
Veranstaltung2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009 - Miami, FL, USA/Vereinigte Staaten
Dauer: 20 Juni 200925 Juni 2009

Publikationsreihe

Name2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009

Konferenz

Konferenz2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009
Land/GebietUSA/Vereinigte Staaten
OrtMiami, FL
Zeitraum20/06/0925/06/09

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