Combining Knowledge and Reasoning through Probabilistic Soft Logic for Image Puzzle Solving.
Somak AdityaYezhou YangChitta BaralYiannis AloimonosPublished in: UAI (2018)
Keyphrases
- probabilistic knowledge
- probabilistic logic
- jigsaw puzzle
- image data
- knowledge base
- image features
- image analysis
- input image
- deductive reasoning
- single image
- reasoning engine
- knowledge representation
- multiscale
- image pixels
- image classification
- image segmentation
- spatial information
- automated reasoning
- solving problems
- image content
- image retrieval
- test images
- domain knowledge
- segmentation method
- image regions
- feature points
- knowledge acquisition
- probabilistic reasoning
- image processing
- proof theory
- human reasoning
- computational properties
- logical framework
- reasoning process
- knowledge management
- production rules
- edge detection
- region of interest
- image representation
- probability theory
- causal knowledge
- logical rules
- bayesian networks
- expert systems
- logical formulas
- generative model
- modal logic
- reasoning about actions
- pixel values
- uncertain information
- high resolution