Are Image-Agnostic Universal Adversarial Perturbations for Face Recognition Difficult to Detect?
Akshay AgarwalRicha SinghMayank VatsaNalini K. RathaPublished in: BTAS (2018)
Keyphrases
- face recognition
- image data
- single image
- template matching
- image content
- input image
- image retrieval
- image classification
- image features
- detection method
- segmentation method
- image analysis
- multiscale
- image segmentation
- image regions
- image collections
- image representation
- infrared
- lighting conditions
- image pixels
- segmentation algorithm
- keypoints
- similarity measure
- facial images
- illumination conditions
- pixel values
- complex background