Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias.
William ThongCees G. M. SnoekPublished in: CoRR (2021)
Keyphrases
- image features
- feature extractor
- image data
- image content
- image segmentation
- image retrieval
- input image
- labeled images
- image classification
- single image
- feature values
- semantic labels
- multiscale
- test images
- feature histograms
- labeling process
- image representation
- complementary features
- image set
- feature descriptors
- feature representation
- edge detection
- feature set
- image regions
- training data
- high resolution
- segmentation method
- invariant features
- pixel values
- unlabeled images
- feature space
- feature points
- sample selection bias
- decision trees