A Comparative Analysis of Vision Transformers and Convolutional Neural Networks in Cardiac Image Segmentation.
Sebástion GranizoMaria G. Baldeon CalistoMilena IñiguezDanny NavarreteDaniel RiofríoNoel Pérez-PérezDiego S. BenítezRicardo Flores MoyanoPublished in: ISDFS (2024)
Keyphrases
- convolutional neural networks
- image segmentation
- computer vision
- computational vision
- convolutional network
- image processing
- image analysis
- real time
- vision system
- multiscale
- patient specific
- boundary detection
- graph cuts
- region growing
- shape prior
- markov random field
- tagged mri
- segmentation algorithm
- level set method
- active contours
- unsupervised image segmentation
- model based segmentation
- contour detection
- segmentation method
- coronary artery
- image segmentation algorithm
- texture segmentation
- three dimensional
- left ventricle
- probabilistic relaxation
- wall motion
- fuzzy c means
- human faces
- level set