Skip to main content
Article thumbnail
Location of Repository

∗ Corresponding author.

By Kangyu Ni A, Byung-woo Hong B, Stefano Soatto B and Tony Chan A

Abstract

We propose an unsupervised multiphase segmentation algorithm based on Bresson et al.’s fast global minimization of Chan and Vese’s two-phase piecewise constant segmentation model. The proposed algorithm recursively partitions a region into two subregions, starting from the largest scale. The segmentation process automatically terminates and detects when all the regions cannot be partitioned further. The number of regions is not given and can be arbitrary. Furthermore, this method provides a full hierarchical representation that gives a structure of a given image

Topics: Key words, Segmentation, Scale-Space, Multiphase, Active Contour, Mumford-Shah, Chan-Vese
Year: 2011
OAI identifier: oai:CiteSeerX.psu:10.1.1.183.7649
Provided by: CiteSeerX
Download PDF:
Sorry, we are unable to provide the full text but you may find it at the following location(s):
  • http://citeseerx.ist.psu.edu/v... (external link)
  • http://vision.ucla.edu/papers/... (external link)
  • Suggested articles


    To submit an update or takedown request for this paper, please submit an Update/Correction/Removal Request.