Mutual information in coupled multi-shape model for medical image segmentation
This paper presents extensions which improve the performance of the shape-based
deformable active contour model presented earlier in [IEEE Conf. Comput. Vision Pattern …
deformable active contour model presented earlier in [IEEE Conf. Comput. Vision Pattern …
Active contours without edges
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 …
techniques of curve evolution, Mumford-Shah (1989) functional for segmentation and level …
Fast algorithm for locating head boundaries
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 …
shoulders image. An approach that uses adaptive contour models or" snakes" is described …
Snakes, shapes, and gradient vector flow
Snakes, or active contours, are used extensively in computer vision and image processing
applications, particularly to locate object boundaries. Problems associated with initialization …
applications, particularly to locate object boundaries. Problems associated with initialization …
Multi-resolution algorithms for active contour models
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 …
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 …
and level set methods applied to the medical image segmentation is presented. These …
Image segmentation using active contours: Calculus of variations or shape gradients?
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 …
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 …
research. Shape models aid the tasks of object representation and recognition. This paper …