4 citations · 5 across the 3 of their papers we have counts for
4 papers
Accelerated Fingerprint Enhancement: A GPU-Optimized Mixed Architecture Approach
André Brasil Vieira Wyzykowski, Anil K. Jain
This document presents a preliminary approach to latent fingerprint enhancement, fundamentally designed around a mixed Unet architecture. It combines the capabilities of the Resnet…
A Universal Latent Fingerprint Enhancer Using Transformers
Andre Brasil Vieira Wyzykowski, Anil K. Jain
Forensic science heavily relies on analyzing latent fingerprints, which are crucial for criminal investigations. However, various challenges, such as background noise, overlapping…
The use of Data Augmentation as a technique for improving neural network accuracy in detecting fake news about COVID-19
Wilton O. Júnior, Mauricio S. da Cruz, Andre Brasil Vieira Wyzykowski +1
This paper aims to present how the application of Natural Language Processing (NLP) and data augmentation techniques can improve the performance of a neural network for better dete…
Level Three Synthetic Fingerprint Generation
André Brasil Vieira Wyzykowski, Mauricio Pamplona Segundo, Rubisley de Paula Lemes
Today's legal restrictions that protect the privacy of biometric data are hampering fingerprint recognition researches. For instance, all high-resolution fingerprint databases ceas…