Explaining the Predictions of Any Image Classifier via Decision Trees.
Sheng ShiXinfeng ZhangHaisheng LiWei FanPublished in: CoRR (2019)
Keyphrases
- decision trees
- image data
- image features
- image content
- single image
- image analysis
- multiscale
- training data
- input image
- image collections
- image segmentation
- edge detection
- image classification
- region of interest
- image matching
- test images
- spatial information
- segmentation method
- labeled images
- image representation
- low level
- image retrieval
- training set
- image regions
- feature points
- decision tree induction
- decision tree learning
- feature space
- support vector machine
- high resolution
- image pixels
- extracted features
- feature values
- bayesian classifier
- probability estimates