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SCALESPACE
2009
Springer
14 years 2 months ago
An Unconstrained Multiphase Thresholding Approach for Image Segmentation
Abstract. In this paper we provide a method to find global minimizers of certain non-convex 2-phase image segmentation problems. This is achieved by formulating a convex minimizat...
Benjamin Berkels
ICCV
2009
IEEE
15 years 13 days ago
Optimizing Parametric Total Variation Models
One of the key factors for the success of recent energy minimization methods is that they seek to compute global solutions. Even for non-convex energy functionals, optimization ...
Petter Strandmark, Fredrik Kahl, Niels Chr. Overga...
SCIA
2007
Springer
180views Image Analysis» more  SCIA 2007»
14 years 1 months ago
Automatic Segmentation of Overlapping Fish Using Shape Priors
We present results from a study where we segment fish in images captured within fish cages. The ultimate goal is to use this information to extract the weight distribution of the f...
Sigmund Clausen, Katharina Greiner, Odd Andersen, ...
SCALESPACE
2005
Springer
14 years 28 days ago
Image Deblurring in the Presence of Salt-and-Pepper Noise
The problem of image deblurring in the presence of salt and pepper noise is considered. Standard image deconvolution algorithms, that are designed for Gaussian noise, do not perfor...
Leah Bar, Nir A. Sochen, Nahum Kiryati
IWCM
2004
Springer
14 years 25 days ago
Bayesian Approaches to Motion-Based Image and Video Segmentation
We present a variational approach for segmenting the image plane into regions of piecewise parametric motion given two or more frames from an image sequence. Our model is based on ...
Daniel Cremers