Introducing shape priors in Siamese networks for image classification.
Hiba AlqasirDamien MuseletChristophe DucottetPublished in: Neurocomputing (2024)
Keyphrases
- shape prior
- image classification
- graph cuts
- level set based segmentation
- level set
- active contours
- shape model
- level set segmentation
- deformable models
- energy function
- statistical shape
- object segmentation
- image segmentation
- pose invariant
- shape variations
- bag of words
- segmentation algorithm
- variational segmentation
- feature extraction
- global optimization
- robust segmentation
- segmentation method
- prior knowledge
- image features
- appearance cues
- intensity information
- visual words
- image representation
- bayesian framework
- prior information
- image analysis
- pairwise
- user interaction
- prior shape
- statistical models
- genetic algorithm