DiffFinger: Advancing Synthetic Fingerprint Generation through Denoising Diffusion Probabilistic Models.
Fred M. GrabovskiLior YasurYaniv HacmonLior NisimovStav NimrodPublished in: CoRR (2024)
Keyphrases
- denoising
- probabilistic model
- nonlinear diffusion
- diffusion processes
- image denoising
- graphical models
- noisy images
- image processing
- bayesian inference
- anisotropic diffusion
- total variation
- conditional random fields
- generative model
- hidden variables
- diffusion process
- noise removal
- wavelet domain
- partial differential equations
- real world
- language model
- latent variables
- expectation maximization
- feature extraction
- probabilistic modeling
- bayesian networks
- fingerprint authentication
- fingerprint identification
- fingerprint verification
- fingerprint recognition
- translation invariant
- denoising methods
- denoising algorithm
- generation process
- maximum likelihood
- gaussian noise