Deep neural networks are easily fooled: High confidence predictions for unrecognizable images.
Anh Mai NguyenJason YosinskiJeff ClunePublished in: CVPR (2015)
Keyphrases
- high confidence
- neural network
- image data
- image analysis
- input image
- image database
- image classification
- three dimensional
- ground truth
- object recognition
- pattern recognition
- image retrieval
- computer vision
- image collections
- image matching
- segmentation method
- small number
- image registration
- image features
- image quality
- real world
- data sets
- face images
- edge detection
- association rules
- image sequences
- test images
- region of interest
- multiple images