Numerical Exploration of Training Loss Level-Sets in Deep Neural Networks.
Naveed TahirGarrett E. KatzPublished in: IJCNN (2021)
Keyphrases
- level set
- neural network
- training process
- active contours
- curve evolution
- level set method
- image segmentation
- partial differential equations
- shape prior
- back propagation
- connected components
- variational framework
- distance maps
- narrow band
- level set evolution
- artificial neural networks
- geodesic active contours
- numerical methods
- energy functional
- energy function
- training set
- fuzzy logic
- level set framework
- region competition
- level lines
- binary images
- variational segmentation
- level set based segmentation
- image segmentation methods
- variational methods
- object boundaries
- energy minimization
- medical images
- higher order
- denoising