Paper: | FR-AM-OS2.8 |
Session: | Image Segmentation and Shape Analysis |
Time: | Friday, April 7, 12:10 - 12:30 |
Presentation: |
Oral
|
Title: |
TOADS: Topology-Preserving, Anatomy-Driven Segmentation |
Authors: |
Pierre-Louis Bazin; The Johns Hopkins University | | |
| Dzung Pham; The Johns Hopkins University | | |
Abstract: |
This paper presents a new algorithm for object segmentation in medical images that respects the topological properties and anatomical relationships of structures as given by a template. The technique combines advantages of tissue classification, digital topology, and image registration to handle any given topology and enforces object-level relationships with little constraint over the geometry. It is applied to cortical segmentation and validated on simulated and real images. |