Region-Based 2D Deformable Generalized Cylinder for Narrow Structures Segmentation
Abstract
In this paper, we present a region-based deformable cylinder model, extending the work on classical region-based active contours and gradient-based ribbon snakes. Defined by a central curve playing the role of the medial axis and a variable thickness, the model is endowed with a region-dependent term. This energy follows the narrow band principle, in order to handle local region properties while overcoming limitations of classical edge-based models. The energy is subsequently transformed and derived in order to allow implementation on a polygonal line deformed with gradient descent. The model is used to extract path-like objects in medical and aerial images.
Cite
Text
Mille et al. "Region-Based 2D Deformable Generalized Cylinder for Narrow Structures Segmentation." European Conference on Computer Vision, 2008. doi:10.1007/978-3-540-88688-4_29Markdown
[Mille et al. "Region-Based 2D Deformable Generalized Cylinder for Narrow Structures Segmentation." European Conference on Computer Vision, 2008.](https://mlanthology.org/eccv/2008/mille2008eccv-region/) doi:10.1007/978-3-540-88688-4_29BibTeX
@inproceedings{mille2008eccv-region,
title = {{Region-Based 2D Deformable Generalized Cylinder for Narrow Structures Segmentation}},
author = {Mille, Julien and Boné, Romuald and Cohen, Laurent D.},
booktitle = {European Conference on Computer Vision},
year = {2008},
pages = {392-404},
doi = {10.1007/978-3-540-88688-4_29},
url = {https://mlanthology.org/eccv/2008/mille2008eccv-region/}
}