Real-Time Interactive Path Extraction with On-the-Fly Adaptation of the External Forces
Abstract
The aim of this work is to propose an adaptation of optimal path based interactive tools for image segmentation (related to Live-Wire [ 12 ] and Intelligent Scissors [ 18 ] approaches). We efficiently use both discrete [ 10 ] and continuous [ 6 ] path search approaches. The segmentation relies on the notion of energy function and we introduce the possibility of complete on-the-fly adaptation of each individual energy term, as well as of their relative weights. Non-specialist users have then a full control of the drawing process which automatically selects the most relevant set of features to steer the path extraction. Tests have been performed on a large variety of medical images.
Cite
Text
Gérard et al. "Real-Time Interactive Path Extraction with On-the-Fly Adaptation of the External Forces." European Conference on Computer Vision, 2002. doi:10.1007/3-540-47977-5_53Markdown
[Gérard et al. "Real-Time Interactive Path Extraction with On-the-Fly Adaptation of the External Forces." European Conference on Computer Vision, 2002.](https://mlanthology.org/eccv/2002/gerard2002eccv-real/) doi:10.1007/3-540-47977-5_53BibTeX
@inproceedings{gerard2002eccv-real,
title = {{Real-Time Interactive Path Extraction with On-the-Fly Adaptation of the External Forces}},
author = {Gérard, Olivier and Deschamps, Thomas and Greff, Myriam and Cohen, Laurent D.},
booktitle = {European Conference on Computer Vision},
year = {2002},
pages = {807-821},
doi = {10.1007/3-540-47977-5_53},
url = {https://mlanthology.org/eccv/2002/gerard2002eccv-real/}
}