Weakly supervised learning of multi-object 3D scene decompositions using deep shape priors.
Cathrin ElichMartin R. OswaldMarc PollefeysJoerg StuecklerPublished in: Comput. Vis. Image Underst. (2022)
Keyphrases
- d scene
- shape prior
- graph cuts
- shape model
- active contours
- level set
- deformable models
- weakly supervised
- single image
- image segmentation
- object segmentation
- depth map
- statistical shape model
- shape representation
- segmentation method
- multiple objects
- energy function
- user interaction
- optical flow
- bayesian framework
- prior knowledge
- global optimization
- segmentation algorithm
- shape variations
- mean shift
- statistical models
- markov random field
- prior information
- object detection
- feature selection
- ground truth
- image sequences
- image processing