DDImage: an image reduction based approach for automatically explaining black-box classifiers.
Mingyue JiangChengjian TangXiao-Yi ZhangYangyang ZhaoZuohua DingPublished in: Empir. Softw. Eng. (2024)
Keyphrases
- test cases
- black box
- test set
- software testing
- black boxes
- white box
- integration testing
- image data
- multiscale
- image analysis
- single image
- image features
- input image
- image classification
- high resolution
- image representation
- image content
- classifier training
- image segmentation
- rule extraction
- image regions
- edge detection
- image retrieval
- training set
- support vector
- training data
- feature selection
- data sets
- denoising
- segmentation method
- support vector machine
- color images
- test images
- fusion method
- multiple classifiers
- feature extraction
- case study