Exploring Root Causes of CNN-Based Image Classifier Failures Using 3-Nearest Neighbors.
Zeki BilginMurat GunestasPublished in: SN Comput. Sci. (2022)
Keyphrases
- root cause
- nearest neighbor
- image data
- single image
- input image
- image features
- image retrieval
- image segmentation
- multiscale
- image content
- image analysis
- image classification
- decision trees
- image representation
- knn classifier
- segmentation method
- learning algorithm
- training set
- training data
- knn
- edge detection
- k nearest neighbor
- labeled images
- image regions
- decision boundary
- color image segmentation
- root cause analysis
- case based reasoning
- feature extractor
- svm classifier
- feature space
- high resolution
- semi supervised