VisCUIT: Visual Auditor for Bias in CNN Image Classifier.
Seongmin LeeZijie J. WangJudy HoffmanDuen Horng ChauPublished in: CoRR (2022)
Keyphrases
- image data
- image features
- single image
- low level
- input image
- image classification
- image retrieval
- visual appearance
- image content
- test images
- image analysis
- visual perception
- pixel classification
- image segmentation
- visually similar
- image representation
- visual cues
- web images
- image regions
- classifier training
- high resolution
- multiscale
- visual attributes
- segmentation method
- decision trees
- human visual
- pixel values
- visual data
- support vector
- feature selection
- labeled images
- feature extraction
- visual similarity
- color image segmentation
- training data
- visual concepts
- visual features
- feature space
- visual information
- support vector machine
- feature set
- super resolution
- learning algorithm