3D image segment method with forecasting capability

Citation
J. Chen et al., 3D image segment method with forecasting capability, J INF M W, 20(3), 2001, pp. 194-198
Citations number
11
Categorie Soggetti
Apllied Physucs/Condensed Matter/Materiales Science
Journal title
JOURNAL OF INFRARED AND MILLIMETER WAVES
ISSN journal
10019014 → ACNP
Volume
20
Issue
3
Year of publication
2001
Pages
194 - 198
Database
ISI
SICI code
1001-9014(200106)20:3<194:3ISMWF>2.0.ZU;2-V
Abstract
A new 3D image segmentation algorithm was proposed. This algorithm integrat es the improved Active Contour model and a new forecast algorithm. The fore cast algorithm is based on the peculiarity of 3D images i.e. the deformatio n of the contour along the space or time axis is continuous in 3D images. T he forecast algorithm analyzes the trend of the deformation of the contour in the segmented images, then prognosticates the location and the shape of the contour in the next image. Experiments on medical anatomic images show that the new algorithm can observably improve the accuracy of the segmentat ion and reduce the rime needed.