SINVAD: Search-based Image Space Navigation for DNN Image Classifier Test Input Generation.
Sungmin KangRobert FeldtShin YooPublished in: CoRR (2020)
Keyphrases
- image space
- geometrical structure
- image classification
- image content
- input image
- parameter space
- multiscale
- input data
- image features
- image segmentation
- image data
- search algorithm
- high resolution
- image retrieval
- single image
- training data
- hough transform
- training process
- similarity measure
- image collections
- search space
- feature selection
- extracted features
- image intensity
- euclidean distance
- d scene
- image set
- objective function
- object recognition
- feature set
- training set
- smooth regions
- nearest neighbor