Recurrent neural networks for aortic image sequence segmentation with sparse annotations.
Wenjia BaiHideaki SuzukiChen QinGiacomo TarroniOzan OktayPaul M. MatthewsDaniel RueckertPublished in: CoRR (2018)
Keyphrases
- recurrent neural networks
- image sequences
- motion segmentation
- feed forward
- level set
- segmentation algorithm
- outdoor scenes
- quantitative evaluation
- background subtraction
- image segmentation
- neural network
- echo state networks
- recurrent networks
- reservoir computing
- segmentation method
- video sequences
- medical images
- neural model
- feedforward neural networks
- spatio temporal
- artificial neural networks
- motion model
- multiscale
- nonlinear dynamic systems
- prior information
- optical flow
- sparse representation
- cascade correlation
- x ray
- flow field
- patient specific
- optical flow estimation
- back propagation
- structure from motion
- three dimensional