Combining shape prior and statistical features for active contour segmentation

M Gastaud, M Barlaud, G Aubert - IEEE Transactions on …, 2004 - ieeexplore.ieee.org
This paper deals with image and video segmentation using active contours. The proposed
variational approach is based on a criterion featuring a shape prior allowing free-form …

Affine-invariant geometric shape priors for region-based active contours

A Foulonneau, P Charbonnier… - IEEE transactions on …, 2006 - ieeexplore.ieee.org
We present a new way of constraining the evolution of a region-based active contour with
respect to a reference shape. Minimizing a shape prior, defined as a distance between …

Snakes with an ellipse-reproducing property

R Delgado-Gonzalo, P Thevenaz… - … on Image Processing, 2011 - ieeexplore.ieee.org
We present a new class of continuously defined parametric snakes using a special kind of
exponential splines as basis functions. We have enforced our bases to have the shortest …

Robust real-time segmentation of images and videos using a smooth-spline snake-based algorithm

F Precioso, M Barlaud, T Blu… - IEEE Transactions on …, 2005 - ieeexplore.ieee.org
This paper deals with fast image and video segmentation using active contours. Region-
based active contours using level sets are powerful techniques for video segmentation, but …

Multi-reference shape priors for active contours

A Foulonneau, P Charbonnier, F Heitz - International journal of computer …, 2009 - Springer
In this paper, we present a new way of constraining the evolution of an active contour with
respect to a set of fixed reference shapes. This approach is based on a description of …

Coherent parametric contours for interactive video object segmentation

Y Lu, X Bai, L Shapiro, J Wang - Proceedings of the IEEE …, 2016 - cv-foundation.org
Interactive video segmentation systems aim at producing sub-pixel-level object boundaries
for visual effect applications. Recent approaches mainly focus on using sparse user input (ie …

Smoothing B-spline active contour for fast and robust image and video segmentation

F Precioso, M Barlaud, T Blu… - … Conference on Image …, 2003 - ieeexplore.ieee.org
This paper deals with fast image and video segmentation using active contours. Region
based active contours using level-sets are powerful techniques for video segmentation hut …

Efficient shape priors for spline-based snakes

R Delgado-Gonzalo, D Schmitter… - … on Image Processing, 2015 - ieeexplore.ieee.org
Parametric active contours are an attractive approach for image segmentation, thanks to
their computational efficiency. They are driven by application-dependent energies that …

Bayesian network classification using spline-approximated kernel density estimation

Y Gurwicz, B Lerner - Pattern Recognition Letters, 2005 - Elsevier
The likelihood for patterns of continuous features needed for probabilistic inference in a
Bayesian network classifier (BNC) may be computed by kernel density estimation (KDE) …

New parametric 3D snake for medical segmentation of structures with cylindrical topology

D Schmitter, C Gaudet-Blavignac… - … on Image Processing …, 2015 - ieeexplore.ieee.org
We propose a new parametric 3D snake with cylindrical topology. Its construction is based
on interpolatory basis functions which facilitates user-interaction because the control points …