Adversarial explanations for understanding image classification decisions and improved neural network robustness.
Walt WoodsJack ChenChristof TeuscherPublished in: Nat. Mach. Intell. (2019)
Keyphrases
- neural network
- classification decisions
- input image
- image content
- image retrieval
- image data
- single image
- image analysis
- template matching
- image features
- image representation
- image classification
- multiscale
- image collections
- test images
- image segmentation
- edge detection
- grey level
- image regions
- image structure
- spatial information
- image matching
- low level
- artificial neural networks
- high resolution
- face recognition
- contrast enhancement
- image pixels
- pattern recognition
- image set
- neural network model
- energy function
- object detection
- denoising
- feature points
- level set