HOLMES: HOLonym-MEronym Based Semantic Inspection for Convolutional Image Classifiers.
Francesco DibitontoFabio GarceaAndré PanissonAlan PerottiLia MorraPublished in: xAI (2) (2023)
Keyphrases
- input image
- image data
- image features
- image content
- image segmentation
- single image
- image classification
- multiscale
- image collections
- low level
- image analysis
- test images
- high resolution
- image retrieval
- image representation
- image regions
- natural images
- image set
- pixel values
- classifier training
- edge detection
- training data
- similarity measure
- high level
- semantic information
- image matching
- feature selection
- sparse coding
- fusion method
- restricted boltzmann machine
- semantic categories
- decision trees