Image2SSM: Localization-aware Deep Learning Framework for Statistical Shape Modeling Directly from Images.
Janmesh UkeyShireen Y. ElhabianPublished in: MIDL (2023)
Keyphrases
- input image
- image data
- image features
- test images
- deep learning
- image retrieval
- image analysis
- contour extraction
- shape modeling
- segmentation method
- edge detection
- segmentation algorithm
- lighting conditions
- image database
- color histogram
- similarity measure
- image segmentation
- single image
- multiple objects
- target object
- multiscale
- partial occlusion
- three dimensional
- image registration
- high resolution
- bounding box
- feature space
- displacement field
- shape model
- energy function
- unsupervised learning
- natural images