Explaining Image Classifiers Generating Exemplars and Counter-Exemplars from Latent Representations.
Riccardo GuidottiAnna MonrealeStan MatwinDino PedreschiPublished in: AAAI (2020)
Keyphrases
- multi class
- classifier training
- image data
- input image
- image content
- image classification
- image analysis
- training examples
- image regions
- image segmentation
- image features
- image pixels
- multiscale
- training data
- test images
- image structure
- training set
- single image
- image retrieval
- segmentation method
- feature representations
- image representation
- low level
- similarity measure
- extracted features
- image collections
- scale space
- image set
- pixel values
- hough transform
- face detection
- training samples
- computer vision
- probabilistic model
- support vector
- feature extraction
- decision trees
- image processing