Active Appearance-Motion Models for endocardial contour detection in time sequences of echocardiograms

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 4322, Issue 1, 2001, Pages 257-268

  Bosch, Hans G ^a   Mitchell, Steven C ^b   Lelieveldt, Boudewijn P F ^a   Nijland, Francisca ^c   Kamp, Otto ^c   Sonka, Milan ^b   Reiber, Johan H C ^a  

^a LEIDEN UNIVERSITY MEDICAL CENTER   (Netherlands)

^b UNIVERSITY OF IOWA   (United States)

^c VU UNIVERSITY MEDICAL CENTER   (Netherlands)

Author keywords

Active Appearance Models; Automatic border detection; Cardiac; Deformable models; Motion; Time sequences; Time continuity; Ultrasound

Indexed keywords

ECHOCARDIOGRAPHY; EDGE DETECTION; EIGENVALUES AND EIGENFUNCTIONS; FEATURE EXTRACTION; MATHEMATICAL MODELS; MOTION COMPENSATION; PRINCIPAL COMPONENT ANALYSIS; ULTRASONICS; VECTOR QUANTIZATION;

ACTIVE APPEARENCE MOTION MODELS (AAMM); ECHOCARDIAGRAMS;

IMAGE SEGMENTATION;

EID: 0034847221     PISSN: 0277786X     EISSN: None     Source Type: Journal    
DOI: 10.1117/12.431095     Document Type: Article

References (23)

1. Overview of automated quantitation techniques in 2D echocardiography
2. Computer methods in quantitation of cardiac wall parameters from two dimensional echocardiograms: A survey
3. On-line assessment of ventricular function by automatic boundary detection and ultrasonic backscatter imaging
4. Autonomous epicardial and endocardial boundary detection in echocardiographic short-axis images
5. Echocardiogram structure and tissue classification using hierarchical fuzzy neural networks
6. Evaluation of a semiautomatic contour detection approach in sequences of short-axis two-dimensional echocardiographic images
7. Wall position and thickness estimation from sequences of echocardiographic images
8. Model-based boundary detection in echocardiography using dynamic programming technique
9. A model-based procedure for fully automated boundary detection and 3D reconstruction from 2D echocardiograms
10. Echocardiographic myocardial edge detection using an optimization protocol
11. Image analysis using modified self-organizing maps: Automated delineation of the left ventricular cavity in serial echocardiograms
12. A multiple active contour model for cardiac boundary detection on echocardiographic sequences
13. Echocardiographic estimation of left ventricular cavity area with a newly developed automated contour tracking method
14. Application of point distribution models to the automated analysis of echocardiograms
15. Use of active shape models for locating structures in medical images
16. Active shape models - Their training and application
17. Active appearance models
18. Segmentation of cardiac MR images: An active appearance model approach
19. Multistage hybrid active appearance model matching: Segmentation of left and fight ventricles in cardiac MR images
20. Feasibility of fully automated border detection on stress echocardiograms by Active Appearance Models
21. Fully automated border detection for stress echo by Active Appearance Models
22. Time continuous segmentation of cardiac MR image sequences using active appearance motion models