Mutual information in coupled multi-shape model for medical image segmentation

A Tsai, W Wells, C Tempany, E Grimson… - Medical image analysis, 2004 - Elsevier
This paper presents extensions which improve the performance of the shape-based
deformable active contour model presented earlier in [IEEE Conf. Comput. Vision Pattern …

Active contours without edges

TF Chan, LA Vese - IEEE Transactions on image processing, 2001 - ieeexplore.ieee.org
We propose a new model for active contours to detect objects in a given image, based on
techniques of curve evolution, Mumford-Shah (1989) functional for segmentation and level …

Fast algorithm for locating head boundaries

KM Lam, H Yan - Journal of Electronic Imaging, 1994 - spiedigitallibrary.org
The first step for human face recognition is to locate the head boundary in a head-and-
shoulders image. An approach that uses adaptive contour models or" snakes" is described …

Snakes, shapes, and gradient vector flow

C Xu, JL Prince - IEEE Transactions on image processing, 1998 - ieeexplore.ieee.org
Snakes, or active contours, are used extensively in computer vision and image processing
applications, particularly to locate object boundaries. Problems associated with initialization …

Multi-resolution algorithms for active contour models

B Leroy, IL Herlin, LD Cohen - ICAOS'96: 12th International Conference on …, 2005 - Springer
Multi-resolution methods applied to active contour models can speed up processes and
improve results. In order to estimate those improvements, we describe and compare in this …

A comparative study of deformable contour methods on medical image segmentation

L He, Z Peng, B Everding, X Wang, CY Han… - Image and vision …, 2008 - Elsevier
A comparative study to review eight different deformable contour methods (DCMs) of snakes
and level set methods applied to the medical image segmentation is presented. These …

Image segmentation using active contours: Calculus of variations or shape gradients?

G Aubert, M Barlaud, O Faugeras… - SIAM Journal on Applied …, 2003 - SIAM
We consider the problem of segmenting an image through the minimization of an energy
criterion involving region and boundary functionals. We show that one can go from one class …

Shape modeling with front propagation: A level set approach

R Malladi, JA Sethian, BC Vemuri - IEEE transactions on …, 1995 - ieeexplore.ieee.org
Shape modeling is an important constituent of computer vision as well as computer graphics
research. Shape models aid the tasks of object representation and recognition. This paper …