Generation of Privacy-friendly Datasets of Latent Fingerprint Images using Generative Adversarial Networks.
Stefan SeidlitzKris JürgensAndrey MakrushinChristian KraetzerJana DittmannPublished in: VISIGRAPP (4: VISAPP) (2021)
Keyphrases
- fingerprint images
- fingerprint identification
- fingerprint recognition
- social network data
- fingerprint matching
- singular points
- social networks
- fingerprint verification
- generative model
- orientation estimation
- privacy preserving
- low quality
- reference points
- gabor filters
- poor quality
- reference point
- multiscale
- security issues
- biometric recognition
- latent variables
- object detection
- input image
- pattern recognition
- feature extraction