Incorporating prior knowledge in medical image segmentation: a survey

MS Nosrati, G Hamarneh - arxiv preprint arxiv:1607.01092, 2016 - arxiv.org
Medical image segmentation, the task of partitioning an image into meaningful parts, is an
important step toward automating medical image analysis and is at the crux of a variety of …

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 …

Real-time tracking of non-rigid objects using mean shift

D Comaniciu, V Ramesh, P Meer - … IEEE Conference on …, 2000 - ieeexplore.ieee.org
A new method for real time tracking of non-rigid objects seen from a moving camera is
proposed. The central computational module is based on the mean shift iterations and finds …

Geodesic active contours and level sets for the detection and tracking of moving objects

N Paragios, R Deriche - IEEE Transactions on pattern analysis …, 2000 - ieeexplore.ieee.org
This paper presents a new variational framework for detecting and tracking multiple moving
objects in image sequences. Motion detection is performed using a statistical framework for …

An active contour model without edges

T Chan, L Vese - International conference on scale-space theories in …, 1999 - Springer
In this paper, we propose a new model for active contours to detect objects in a given image,
based on techniques of curve evolution, Mumford-Shah functional for segmentation and …

[КНИГА][B] Geometric partial differential equations and image analysis

G Sapiro - 2006 - books.google.com
This book provides an introduction to the use of geometric partial differential equations in
image processing and computer vision. This research area brings a number of new …

Geodesic active regions and level set methods for supervised texture segmentation

N Paragios, R Deriche - International journal of computer vision, 2002 - Springer
This paper presents a novel variational framework to deal with frame partition problems in
Computer Vision. This framework exploits boundary and region-based segmentation …

Characterization of biological processes through automated image analysis

J Rittscher - Annual Review of Biomedical Engineering, 2010 - annualreviews.org
The systems-level analysis of complex biological processes requires methods that enable
the quantification of a broad range of phenotypical alterations, the precise localization of …

Geodesic active regions: A new framework to deal with frame partition problems in computer vision

N Paragios, R Deriche - Journal of Visual Communication and Image …, 2002 - Elsevier
This paper presents a novel variational framework for dealing with frame partition problems
in computer vision by the propagation of curves. This framework integrates boundary-and …

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 …