Testing DNN image classifiers for confusion & bias errors.
Yuchi TianZiyuan ZhongVicente OrdonezGail E. KaiserBaishakhi RayPublished in: ICSE (2020)
Keyphrases
- image data
- input image
- single image
- image analysis
- multiscale
- image features
- image representation
- image content
- edge detection
- image retrieval
- image distortion
- image pixels
- decision trees
- image classification
- test set
- image matching
- image regions
- template matching
- image collections
- feature points
- naive bayes
- feature selection
- high resolution
- support vector
- image segmentation
- segmentation algorithm
- feature set
- segmentation method
- keypoints
- low level
- hough transform
- color images
- test images
- feature vectors
- training data
- segmentation errors
- classifier training