A New Feature Coherence-Penalized DynamicMinimal Path Model for Tubularity Centerline Delineation

Chen, Da; Cohen, Laurent D.

Chen, Da; Cohen, Laurent D. (2018), A New Feature Coherence-Penalized DynamicMinimal Path Model for Tubularity Centerline Delineation, SIAM Conference on Imaging Science (IS18), 2018-06, Bologna, Italy

Type

Communication / Conférence

Date

2018

Conference title

SIAM Conference on Imaging Science (IS18)

Conference date

2018-06

Conference city

Bologna

Conference country

Italy

Metadata

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Author(s)

Chen, Da

Cohen, Laurent D.
CEntre de REcherches en MAthématiques de la DEcision [CEREMADE]

Abstract (EN)

We solve two drawbacks of the classical minimal path models. Firstly, the curvature term was removed in the model in order to transform the problem into finding distance map associated to a source point. We reintroduce the curvature term to the Eikonal PDE framework to find curvature regularised minimal paths. Moreover, in the context of segmentation, existing metrics depend only on object boundary information. We propose a new Finsler metric involving the region-based similarity/dissimilarity measure.

Subjects / Keywords

active contour; geodesic; image segmentation; partial differential equation models