Discover and Mitigate Multiple Biased Subgroups in Image Classifiers.
Zeliang ZhangMingqian FengZhiheng LiChenliang XuPublished in: CoRR (2024)
Keyphrases
- input image
- image data
- image retrieval
- image features
- single image
- image content
- image analysis
- multiscale
- high resolution
- image classification
- image segmentation
- image collections
- image regions
- image representation
- image database
- image matching
- test images
- multiple objects
- hough transform
- template matching
- decision trees
- edge detection
- high quality
- similarity measure
- segmentation algorithm
- naive bayes
- segmentation method
- keypoints
- digital images
- multi class
- spatial information
- training set
- object recognition
- support vector
- computer vision
- image pixels
- classifier training