Sep 26, 2022 · In this paper, we propose a novel partial fingerprint verification network (PFVNet) based on spatial transformer network (STN) and the local ...
People also ask
What does partial fingerprint detected mean?
What are the fingerprint recognition algorithms for partial and full fingerprints?
What is the fingerprint matching method?
How much of a fingerprint is needed to match?
High accurate partial fingerprint matching algorithm is gaining more and more attentions. (2) Low quality of fingerprint image. This article has been accepted ...
Jan 1, 2022 · Deep learning as a powerful modeling method has advanced the research progress of fingerprint recognition, but it still suffers from the lack of ...
A new framework of partial fingerprint verification based on spatial transformer networks (STN) model is proposed, where a transform model, i.e., ...
PFVNet: A Partial Fingerprint Verification Network Learned From Large Fingerprint Matching. ... Partial Fingerprint Verification via Spatial Transformer Networks.
PFVNet: A Partial Fingerprint Verification Network Learned From Large Fingerprint Matching ... verification network (PFVNet) based on spatial transformer network ...
Dec 3, 2022 · This realignment strategy requires no additional training and can be applied as a wrapper to any existing deep learning network (including ...
Some existing highly accurate minutiae matchers do use local ridge similarity for fingerprint alignment. However, ridges cover relatively larger regions, and ...
[23] propose a partial fingerprint verification network based on spatial transformer network and the local self-attention mechanism. The model was trained end- ...
Liu, “PFVNet: A partial fingerprint verification network learned from large fingerprint matching,” IEEE Transactions on Information Forensics and Security, vol.