Explainable Shape Analysis through Deep Hierarchical Generative Models: Application to Cardiac Remodeling.
Carlo BiffiJuan J. CerrolazaGiacomo TarroniWenjia BaiOzan OktayLoïc Le FolgocKonstantinos KamnitsasAntonio de MarvaoGeorgia DoumouJinming DuanSanjay K. PrasadStuart A. CookDeclan P. O'ReganDaniel RueckertPublished in: CoRR (2019)
Keyphrases
- shape analysis
- generative model
- probabilistic model
- discriminative learning
- mixture model
- medical imaging
- three dimensional
- conditional random fields
- image analysis
- em algorithm
- computer vision
- facial expressions
- prior knowledge
- shape descriptors
- active appearance models
- shape space
- hierarchical models
- deep belief networks
- hierarchical hidden markov models