Progressive DeepSSM: Training Methodology for Image-To-Shape Deep Models.
Abu Zahid Bin AzizJadie AdamsShireen Y. ElhabianPublished in: ShapeMI@MICCAI (2023)
Keyphrases
- image data
- multiscale
- shape properties
- set of training images
- image statistics
- image analysis
- image features
- input image
- global shape
- single image
- image retrieval
- image classification
- parametric models
- shape representation
- vector field
- image matching
- energy functional
- image representation
- bayesian framework
- three dimensional objects
- random fields
- feature points
- probabilistic model
- object models
- image edges
- perceptual grouping
- shape variations
- surface model
- shape analysis
- invariant properties
- deep architectures
- image structure
- shape model
- edge detection
- training set
- object detectors
- shape matching
- shape prior
- prior information
- trading systems
- test images
- keypoints
- active contours
- color images