PDE-CNNs: Axiomatic Derivations and Applications.
Gijs BellaardSei SakataBart M. N. SmetsRemco DuitsPublished in: CoRR (2024)
Keyphrases
- partial differential equations
- cellular neural networks
- level set
- anisotropic diffusion
- scale spaces
- image magnification
- reaction diffusion
- inference rules
- axiomatic characterization
- conservation laws
- image processing
- high order
- methods in computer vision
- numerical solution
- learning algorithm
- decision theory
- numerical scheme
- possibility theory
- curve evolution
- image analysis
- machine learning
- fourth order
- differential operators
- real time
- matrix valued
- eikonal equation
- image segmentation
- computer vision
- data mining