A novel approach to generate datasets with XAI ground truth to evaluate image models.
Miquel Miró-NicolauAntoni Jaume-i-CapóGabriel Moyà-AlcoverPublished in: CoRR (2023)
Keyphrases
- ground truth
- test images
- image data
- image features
- multiscale
- single image
- image segmentation
- random fields
- image content
- statistical model
- image dataset
- image retrieval
- input image
- image collections
- image representation
- bayesian framework
- object models
- edge detection
- image analysis
- naive bayes nearest neighbor
- template matching
- visual effects
- keypoints
- feature points
- probabilistic model
- high resolution
- similarity measure
- hough transform
- region of interest
- image regions
- segmentation method
- disparity map
- gold standard
- low level
- segmented images
- surface model
- video sequences