3 papers
eess.SP2021
Anti-Aliasing Add-On for Deep Prior Seismic Data Interpolation
Francesco Picetti, Vincenzo Lipari, Paolo Bestagini +1
Data interpolation is a fundamental step in any seismic processing workflow. Among machine learning techniques recently proposed to solve data interpolation as an inverse problem,…
cs.MM2020
DIPPAS: A Deep Image Prior PRNU Anonymization Scheme
Francesco Picetti, Sara Mandelli, Paolo Bestagini +2
Source device identification is an important topic in image forensics since it allows to trace back the origin of an image. Its forensics counter-part is source device anonymizatio…
cs.NE2019
Interpolation and Denoising of Seismic Data using Convolutional Neural Networks
Sara Mandelli, Vincenzo Lipari, Paolo Bestagini +1
Seismic data processing algorithms greatly benefit from regularly sampled and reliable data. Therefore, interpolation and denoising play a fundamental role as one of the starting s…