Classification Metrics for Image Explanations: Towards Building Reliable XAI-Evaluations.
Benjamin FrészLena LörcherMarco HuberPublished in: FAccT (2024)
Keyphrases
- class labels
- classification algorithm
- input image
- image classification
- image data
- image features
- image retrieval
- image content
- single image
- image analysis
- multiscale
- feature set
- pixel values
- image segmentation
- high resolution
- low level
- pattern recognition
- image pixels
- image matching
- template matching
- image collections
- hough transform
- region of interest
- image representation
- class specific
- machine learning
- feature representation
- textural features
- test images
- image regions
- segmentation method
- segmentation algorithm
- feature space
- support vector
- similarity measure
- image processing
- computer vision