Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project

Luigi Pomante, Francesca Palumbo, Claudia Rinaldi, Giacomo Valente, Carlo Sau, Tiziana Fanni, Frank van der Linden, Twan Basten, Marc Geilen, Zaid Al-Ars, More Authors

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Abstract

Cyber-Physical Systems (CPS) are dynamic and reactive systems interacting with processes, environment and, sometimes, humans. They are often distributed with sensors and actuators, smart, adaptive, predictive and react in real-time. Indeed, as sight for human beings, image- and video-processing pipelines are a prime source for environmental information for systems allowing them to take better decisions according to what they see. Therefore, in FitOptiVis we are developing novel methods and tools to integrate complex image and video processing pipelines. FitOptiVis aims to deliver a reference architecture for describing and optimizing quality and resource management for imaging and video pipelines in CPS both at design- and run-time. The architecture is concretized in low-power, high-performance, smart components, and in methods and tools for combined design-time and run-time multi-objective optimization and adaptation within system and environment constraints.
Original languageEnglish
Title of host publication2020 23rd Euromicro Conference on Digital System Design (DSD)
EditorsL. O'Conner
Place of PublicationPiscataway
PublisherIEEE
Pages378-385
Number of pages8
ISBN (Electronic)978-1-7281-9535-3
ISBN (Print)978-1-7281-9536-0
DOIs
Publication statusPublished - 2020
EventDSD 2020: The 23rd Euromicro Conference on Digital System Design - Kranj, Slovenia
Duration: 26 Aug 202028 Aug 2020

Conference

ConferenceDSD 2020
CountrySlovenia
CityKranj
Period26/08/2028/08/20

Keywords

  • Image-video processing
  • distributed systems
  • heterogeneous system
  • energy and performance optimization
  • Cyber-Physical Systems

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