Combining Multiple Dynamic Models and Deep Learning Architectures for Tracking the Left Ventricle Endocardium in Ultrasound Data.
Gustavo CarneiroJacinto C. NascimentoPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2013)
Keyphrases
- left ventricle
- combining multiple
- dynamic model
- deep learning
- tagged mr images
- heart wall
- fully automatic
- unsupervised learning
- long axis
- heart motion
- short axis
- experimental data
- image analysis
- left ventricular
- particle filter
- echocardiographic images
- machine learning
- cardiac motion
- object tracking
- tagged mri
- weakly supervised
- motion analysis
- motion tracking
- semi automatic
- object segmentation
- multiple objects
- visual tracking
- motion model
- pattern recognition
- image sequences
- image processing
- computer vision