scholarly journals Cell Tracking Quality Comparison Between Active Shape Model (ASM) and Active Appearance Models (AAM) - Based Tracking

2016 ◽  
Vol 6 (4) ◽  
pp. 17-28
Author(s):  
Ashraf A. Aly
Keyword(s):  
Cell Tracking ◽  
Active Shape Model ◽  
Active Appearance Models ◽  
Shape Model ◽  
Active Shape ◽  
Appearance Models ◽  
Active Appearance

Matrix Patterns Based Active Appearance Models for Lung CT Segmentation

2014 ◽  
Vol 1049-1050 ◽  
pp. 1312-1315
Author(s):  
Yong Li ◽  
Qing Zhu Wang
Keyword(s):  
Appearance Model ◽  
Active Appearance Models ◽  
Shape Model ◽  
New Approach ◽  
Superior Result ◽  
Two Dimensional Image ◽  
Appearance Models ◽  
Active Appearance ◽  
Ct Segmentation ◽  
Lung Ct

Segmentation of diseased lungs in CT images is a nontrivial problem. As Active Appearance Model (AAM) has been applied effectively in this field, we propose a new approach for the construction of traditional AAM to segment the lung fields more accurately and efficiently: Matrixes based AAM (MatAAM). MatAAM is based on two-dimensional image matrixes rather one-dimensional vectors. Its appearance matrix does not need to be transformed into a vector prior to computing the appearance parameter. Instead, a covariance matrix is constructed directly using the normalized appearance matrixes and its eigenvectors are derived for the appearance parameter. The experiment results were compared to other landmark-based methods: Snake, Active Shape Model (ASM), AAM and several modified versions of them. For segmentation of lungs especially diseased lungs, MatAAM performed a superior result in both precision and efficiency.

Human face shape classification method based on active shape model

2009 ◽  
Vol 29 (10) ◽  
pp. 2710-2712 ◽  
Author(s):  
Li-qiang DU ◽  
Peng JIA ◽  
Zong-tan ZHOU ◽  
De-wen HU
Keyword(s):  
Classification Method ◽  
Active Shape Model ◽  
Shape Classification ◽  
Human Face ◽  
Shape Model ◽  
Face Shape ◽  
Active Shape

Echocardiogram segmentation using active shape model and mean squared eigenvalue error

2021 ◽  
Vol 69 ◽  
pp. 102807
Author(s):  
Yasser Ali ◽  
Soosan Beheshti ◽  
Farrokh Janabi-Sharifi
Keyword(s):  
Active Shape Model ◽  
Shape Model ◽  
Active Shape

Three-dimensional active shape model matching for left ventricle segmentation in cardiac CT

2003 ◽  
Author(s):  
Hans C. van Assen ◽  
Rob J. van der Geest ◽  
Mikhail G. Danilouchkine ◽  
Hildo J. Lamb ◽  
Johan H. C. Reiber ◽  
...  
Keyword(s):  
Left Ventricle ◽  
Cardiac Ct ◽  
Three Dimensional ◽  
Active Shape Model ◽  
Model Matching ◽  
Shape Model ◽  
Active Shape ◽  
Ventricle Segmentation
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