Classification Metrics for Image Explanations: Towards Building Reliable XAI-Evaluations.
Benjamin FrészLena LörcherMarco HuberPublished in: CoRR (2024)
Keyphrases
- image classification
- input image
- image content
- image features
- image retrieval
- image feature extraction
- single image
- image segmentation
- image analysis
- template matching
- image data
- image representation
- edge detection
- extracting features
- hough transform
- low level
- classification accuracy
- preprocessing stage
- classification method
- confidence scores
- text classification
- hyperspectral images
- spatial information
- classification algorithm
- test images
- pixel values
- class specific
- segmentation algorithm
- feature selection
- image processing
- feature extraction
- multiscale
- feature space
- multiresolution
- supervised learning
- region of interest
- knn
- feature vectors
- image pixels
- pattern recognition
- scene classification
- image database
- textural features
- feature set
- machine learning
- segmentation method