Combining Counterfactuals With Shapley Values To Explain Image Models.
Aditya LahiriKamran AlipourEhsan AdeliBabak SalimiPublished in: CoRR (2022)
Keyphrases
- image data
- input image
- pixel values
- image pixels
- random fields
- image features
- image segmentation
- multiscale
- standard deviation
- template matching
- image representation
- single image
- segmentation method
- statistical model
- image regions
- image analysis
- image classification
- image matching
- image content
- test images
- edge detection
- bayesian framework
- segmentation algorithm
- lighting conditions
- image retrieval
- visual effects
- gray level
- color components
- surface model
- feature values
- causal models
- similarity measure
- high resolution
- image processing
- parameter estimation