Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models.
Adrien Le-CozHoussem OuertataniStéphane HerbinFaouzi AdjedPublished in: CoRR (2024)
Keyphrases
- image data
- input image
- image features
- multiscale
- image content
- single image
- image classification
- test images
- image analysis
- template matching
- keypoints
- segmentation method
- random fields
- edge detection
- low level
- image regions
- image representation
- image segmentation
- bayesian framework
- image collections
- image retrieval
- support vector machine
- high resolution
- information retrieval
- bayesian estimation
- region of interest
- image matching
- image database
- similarity measure
- decision trees
- image processing