AnthroNet: Conditional Generation of Humans via Anthropometrics

2 code implementations • 7 Sep 2023 • Francesco Picetti, Shrinath Deshpande, Jonathan Leban, Soroosh Shahtalebi, Jay Patel, Peifeng Jing, Chunpu Wang, Charles Metze III, Cameron Sun, Cera Laidlaw, James Warren, Kathy Huynh, River Page, Jonathan Hogins, Adam Crespi, Sujoy Ganguly, Salehe Erfanian Ebadi

We present a novel human body model formulated by an extensive set of anthropocentric measurements, which is capable of generating a wide range of human body shapes and poses.

3D human pose and shape estimation 3D Human Reconstruction +3

Anti-Aliasing Add-On for Deep Prior Seismic Data Interpolation

no code implementations • 27 Jan 2021 • Francesco Picetti, Vincenzo Lipari, Paolo Bestagini, Stefano Tubaro

Data interpolation is a fundamental step in any seismic processing workflow.

DIPPAS: A Deep Image Prior PRNU Anonymization Scheme

1 code implementation • 7 Dec 2020 • Francesco Picetti, Sara Mandelli, Paolo Bestagini, Vincenzo Lipari, Stefano Tubaro

A typical trace exploited for source device identification is the Photo Response Non-Uniformity (PRNU), a noise pattern left by the device on the acquired images.

Image Forensics

Landmine Detection Using Autoencoders on Multi-polarization GPR Volumetric Data

1 code implementation • 2 Oct 2018 • Paolo Bestagini, Federico Lombardi, Maurizio Lualdi, Francesco Picetti, Stefano Tubaro

This method works in an anomaly detection framework, indeed we only train the autoencoder on GPR data acquired on landmine-free areas.

Anomaly Detection GPR +3