Locally Regularized Smoothing B-Snake
<p/> <p>We propose a locally regularized snake based on smoothing-spline filtering. The proposed algorithm associates a regularization process with a force equilibrium scheme leading the snake's deformation. In this algorithm, the regularization is implemented with a smoothing of th...
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| Format: | Article |
| Language: | English |
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SpringerOpen
2007-01-01
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| Series: | EURASIP Journal on Advances in Signal Processing |
| Online Access: | http://asp.eurasipjournals.com/content/2007/076241 |
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doaj-446859ce057d4796b55c06d47f8c6021 |
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Article |
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doaj-446859ce057d4796b55c06d47f8c60212020-11-24T20:56:03ZengSpringerOpenEURASIP Journal on Advances in Signal Processing1687-61721687-61802007-01-0120071076241Locally Regularized Smoothing B-SnakeVelut JérômeBenoit-Cattin HuguesOdet Christophe<p/> <p>We propose a locally regularized snake based on smoothing-spline filtering. The proposed algorithm associates a regularization process with a force equilibrium scheme leading the snake's deformation. In this algorithm, the regularization is implemented with a smoothing of the deformation forces. The regularization level is controlled through a unique parameter that can vary along the contour. It provides a locally regularized smoothing B-snake that offers a powerful framework to introduce prior knowledge. We illustrate the snake behavior on synthetic and real images, with global and local regularization.</p> http://asp.eurasipjournals.com/content/2007/076241 |
| collection |
DOAJ |
| language |
English |
| format |
Article |
| sources |
DOAJ |
| author |
Velut Jérôme Benoit-Cattin Hugues Odet Christophe |
| spellingShingle |
Velut Jérôme Benoit-Cattin Hugues Odet Christophe Locally Regularized Smoothing B-Snake EURASIP Journal on Advances in Signal Processing |
| author_facet |
Velut Jérôme Benoit-Cattin Hugues Odet Christophe |
| author_sort |
Velut Jérôme |
| title |
Locally Regularized Smoothing B-Snake |
| title_short |
Locally Regularized Smoothing B-Snake |
| title_full |
Locally Regularized Smoothing B-Snake |
| title_fullStr |
Locally Regularized Smoothing B-Snake |
| title_full_unstemmed |
Locally Regularized Smoothing B-Snake |
| title_sort |
locally regularized smoothing b-snake |
| publisher |
SpringerOpen |
| series |
EURASIP Journal on Advances in Signal Processing |
| issn |
1687-6172 1687-6180 |
| publishDate |
2007-01-01 |
| description |
<p/> <p>We propose a locally regularized snake based on smoothing-spline filtering. The proposed algorithm associates a regularization process with a force equilibrium scheme leading the snake's deformation. In this algorithm, the regularization is implemented with a smoothing of the deformation forces. The regularization level is controlled through a unique parameter that can vary along the contour. It provides a locally regularized smoothing B-snake that offers a powerful framework to introduce prior knowledge. We illustrate the snake behavior on synthetic and real images, with global and local regularization.</p> |
| url |
http://asp.eurasipjournals.com/content/2007/076241 |
| work_keys_str_mv |
AT velutj233r244me locallyregularizedsmoothingbsnake AT benoitcattinhugues locallyregularizedsmoothingbsnake AT odetchristophe locallyregularizedsmoothingbsnake |
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1716790951470432256 |