Login / Signup
Francesco Carella
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 3
Top Topics
Image Quality Metrics
Lightweight
Deep Learning
Autonomous Systems
Top Venues
ICSRS
MCSoC
ISSRE Workshops
</>
Publications
</>
João-Vitor Zacchi
,
Francesco Carella
,
Priyank Upadhya
,
Shanza Ali Zafar
,
John Molloy
,
Lisa Jöckel
,
Janek Groß
,
Núria Mata
,
Nguyen Anh Vu Doan
Reliability Estimation of ML for Image Perception: A Lightweight Nonlinear Transformation Approach Based on Full Reference Image Quality Metrics.
MCSoC
(2023)
Philipp Schleiss
,
Yuki Hagiwara
,
Iwo Kurzidem
,
Francesco Carella
Towards the Quantitative Verification of Deep Learning for Safe Perception.
ISSRE Workshops
(2022)
Philipp Schleiss
,
Francesco Carella
,
Iwo Kurzidem
Towards Continuous Safety Assurance for Autonomous Systems.
ICSRS
(2022)