Literature DB >> 25722992

Globally Optimal Finsler Active Contours.

Christopher Zach, Liang Shan, Marc Niethammer.   

Abstract

We present a continuous and convex formulation for Finsler active contours using seed regions or utilizing a regional bias term. The utilization of general Finsler metrics instead of Riemannian metrics allows the segmentation boundary to favor appropriate locations (e.g. with strong image discontinuities) and suitable directions (e.g. aligned with dark to bright image gradients). Strong edges are not required everywhere along the desired segmentation boundary due to incorporation of a regional bias. The resulting optimization procedure is simple and efficient, and leads to binary segmentation results regardless of the underlying continuous formulation. We demonstrate the proposed method in several examples.

Entities:  

Year:  2009        PMID: 25722992      PMCID: PMC4339059          DOI: 10.1007/978-3-642-03798-6_56

Source DB:  PubMed          Journal:  Pattern Recognit DAGM


  5 in total

1.  Globally minimal surfaces by continuous maximal flows.

Authors:  Ben Appleton; Hugues Talbot
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2006-01       Impact factor: 6.226

2.  A Hamilton-Jacobi-Bellman approach to high angular resolution diffusion tractography.

Authors:  Eric Pichon; Carl-Fredrik Westin; Allen R Tannenbaum
Journal:  Med Image Comput Comput Assist Interv       Date:  2005

3.  Finsler active contours.

Authors:  John Melonakos; Eric Pichon; Sigurd Angenent; Allen Tannenbaum
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2008-03       Impact factor: 6.226

4.  Active contours without edges.

Authors:  T F Chan; L A Vese
Journal:  IEEE Trans Image Process       Date:  2001       Impact factor: 10.856

5.  A nonparametric method for automatic correction of intensity nonuniformity in MRI data.

Authors:  J G Sled; A P Zijdenbos; A C Evans
Journal:  IEEE Trans Med Imaging       Date:  1998-02       Impact factor: 10.048

  5 in total
  2 in total

1.  Bayesian Tractography Using Geometric Shape Priors.

Authors:  Xiaoming Dong; Zhengwu Zhang; Anuj Srivastava
Journal:  Front Neurosci       Date:  2017-09-07       Impact factor: 4.677

2.  Segmentation with area constraints.

Authors:  Marc Niethammer; Christopher Zach
Journal:  Med Image Anal       Date:  2012-09-28       Impact factor: 8.545

  2 in total

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