scholarly journals Medical Image Segmentation using an Extended Active Shape Model

2013 ◽  
Vol 69 (19) ◽  
pp. 24-29 ◽  
Author(s):  
Eustace Ebhotemhen
Keyword(s):  
Image Segmentation ◽  
Medical Image ◽  
Medical Image Segmentation ◽  
Active Shape Model ◽  
Shape Model ◽  
Active Shape

Mutual information in coupled multi-shape model for medical image segmentation

2004 ◽  
Vol 8 (4) ◽  
pp. 429-445 ◽  
Author(s):  
A. Tsai ◽  
W. Wells ◽  
C. Tempany ◽  
E. Grimson ◽  
A. Willsky
Keyword(s):  
Image Segmentation ◽  
Mutual Information ◽  
Medical Image ◽  
Medical Image Segmentation ◽  
Shape Model

scholarly journals A Framework of Vertebra Segmentation Using the Active Shape Model-Based Approach

2011 ◽  
Vol 2011 ◽  
pp. 1-14 ◽  
Author(s):  
Mohammed Benjelloun ◽  
Saïd Mahmoudi ◽  
Fabian Lecron
Keyword(s):  
Cervical Vertebra ◽  
Medical Image Segmentation ◽  
Active Shape Model ◽  
Large Set ◽  
Shape Model ◽  
Training Stage ◽  
Harris Corner ◽  
Active Shape ◽  
Segmentation Approach ◽  
Manual Mode

We propose a medical image segmentation approach based on the Active Shape Model theory. We apply this method for cervical vertebra detection. The main advantage of this approach is the application of a statistical model created after a training stage. Thus, the knowledge and interaction of the domain expert intervene in this approach. Our application allows the use of two different models, that is, a global one (with several vertebrae) and a local one (with a single vertebra). Two modes of segmentation are also proposed: manual and semiautomatic. For the manual mode, only two points are selected by the user on a given image. The first point needs to be close to the lower anterior corner of the last vertebra and the second near the upper anterior corner of the first vertebra. These two points are required to initialize the segmentation process. We propose to use the Harris corner detector combined with three successive filters to carry out the semiautomatic process. The results obtained on a large set of X-ray images are very promising.

scholarly journals Discrete Deformable Model Guided by Partial Active Shape Model for TRUS Image Segmentation

2010 ◽  
Vol 57 (5) ◽  
pp. 1158-1166 ◽  
Author(s):  
Pingkun Yan ◽  
Sheng Xu ◽  
Baris Turkbey ◽  
Jochen Kruecker
Keyword(s):  
Image Segmentation ◽  
Deformable Model ◽  
Active Shape Model ◽  
Shape Model ◽  
Active Shape ◽  
Trus Image

scholarly journals Diffusion Tensor Image segmentation based on multi-atlas Active Shape Model

2019 ◽  
Vol 78 (24) ◽  
pp. 34231-34246
Author(s):  
Yi Wang ◽  
Yi Zhao ◽  
Zhe Guo ◽  
Min Qi ◽  
Yangyu Fan ◽  
...  
Keyword(s):  
Image Segmentation ◽  
Diffusion Tensor ◽  
Diffusion Tensor Image ◽  
Active Shape Model ◽  
Shape Model ◽  
Active Shape

Bone Scan Image Segmentation based on Active Shape Model for Cancer Metastasis Detection

2020 ◽  
Author(s):  
Ema Rachmawati ◽  
Fazrian Ramadlan Sumarna ◽  
Jondri ◽  
Achmad Hussein Sundawa Kartamihardja ◽  
Arifudin Achmad ◽  
...  
Keyword(s):  
Image Segmentation ◽  
Bone Scan ◽  
Cancer Metastasis ◽  
Active Shape Model ◽  
Shape Model ◽  
Active Shape
Sign in / Sign up

Export Citation Format

Share Document