4 papers
FDWST: Fingerphoto Deblurring using Wavelet Style Transfer
David Keaton, Amol S. Joshi, Jeremy Dawson +1
The challenge of deblurring fingerphoto images, or generating a sharp fingerphoto from a given blurry one, is a significant problem in the realm of computer vision. To address this…
UFQA: Utility guided Fingerphoto Quality Assessment
Amol S. Joshi, Ali Dabouei, Jeremy Dawson +1
Quality assessment of fingerprints captured using digital cameras and smartphones, also called fingerphotos, is a challenging problem in biometric recognition systems. As contactle…
Synthetic Latent Fingerprint Generation Using Style Transfer
Amol S. Joshi, Ali Dabouei, Nasser Nasrabadi +1
Limited data availability is a challenging problem in the latent fingerprint domain. Synthetically generated fingerprints are vital for training data-hungry neural network-based al…
FDeblur-GAN: Fingerprint Deblurring using Generative Adversarial Network
Amol S. Joshi, Ali Dabouei, Jeremy Dawson +1
While working with fingerprint images acquired from crime scenes, mobile cameras, or low-quality sensors, it becomes difficult for automated identification systems to verify the id…