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; Geran Peeren; Jiri Kadlec; Pekka Jaaskelainen; Marcos Martinez; Jukka Saarinen; Tero Santti; Maria Katiuscia Zedda; Victor Sanchez; Dip Goswami; Zaid Al-Ars; Ad de Beer

doi:10.1109/DSD51259.2020.00067

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, Geran Peeren, Jiri Kadlec, Pekka Jaaskelainen, Marcos Martinez, Jukka Saarinen, Tero Santti, Maria Katiuscia Zedda, Victor Sanchez, Dip Goswami, Zaid Al-Ars, Ad de Beer

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

6 Citations (Scopus)

116 Downloads (Pure)

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 language	English
Title of host publication	2020 23rd Euromicro Conference on Digital System Design (DSD)
Editors	Andrej Trost, Andrej Zemva, Amund Skavhaug
Publisher	Institute of Electrical and Electronics Engineers
Pages	378-385
Number of pages	8
ISBN (Electronic)	9781728195353
DOIs	https://doi.org/10.1109/DSD51259.2020.00067
Publication status	Published - 8 Oct 2020
Event	23rd Euromicro Conference on Digital System Design, DSD 2020 - Kranj, Slovenia, Kranj, Slovenia Duration: 26 Aug 2020 → 28 Aug 2020

Conference

Conference	23rd Euromicro Conference on Digital System Design, DSD 2020
Country/Territory	Slovenia
City	Kranj
Period	26/08/20 → 28/08/20

Funding

“This work is part of the FitOptiVis project [1] funded by the ECSEL Joint Undertaking under grant number H2020-ECSEL-2017-2-783162”.

Funders	Funder number
European Union's Horizon 2020 - Research and Innovation Framework Programme	783162

Keywords

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

Access to Document

10.1109/DSD51259.2020.00067

DSD_FIT2_preprintFinal author version , 1.46 MB

Cite this

Pomante, L., Palumbo, F., Rinaldi, C., Valente, G., Sau, C., Fanni, T., van der Linden, F., Basten, T., Geilen, M., Peeren, G., Kadlec, J., Jaaskelainen, P., Martinez, M., Saarinen, J., Santti, T., Zedda, M. K., Sanchez, V., Goswami, D., Al-Ars, Z., & de Beer, A. (2020). Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project. In A. Trost, A. Zemva, & A. Skavhaug (Eds.), 2020 23rd Euromicro Conference on Digital System Design (DSD) (pp. 378-385). Article 9217819 Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/DSD51259.2020.00067

Pomante, Luigi ; Palumbo, Francesca ; Rinaldi, Claudia et al. / Design and management of image processing pipelines within CPS : 2 years of experience from the FitOptiVis ECSEL Project. 2020 23rd Euromicro Conference on Digital System Design (DSD). editor / Andrej Trost ; Andrej Zemva ; Amund Skavhaug. Institute of Electrical and Electronics Engineers, 2020. pp. 378-385

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

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.",

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author = "Luigi Pomante and Francesca Palumbo and Claudia Rinaldi and Giacomo Valente and Carlo Sau and Tiziana Fanni and {van der Linden}, Frank and Twan Basten and Marc Geilen and Geran Peeren and Jiri Kadlec and Pekka Jaaskelainen and Marcos Martinez and Jukka Saarinen and Tero Santti and Zedda, {Maria Katiuscia} and Victor Sanchez and Dip Goswami and Zaid Al-Ars and {de Beer}, Ad",

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doi = "10.1109/DSD51259.2020.00067",

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booktitle = "2020 23rd Euromicro Conference on Digital System Design (DSD)",

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note = "23rd Euromicro Conference on Digital System Design, DSD 2020 ; Conference date: 26-08-2020 Through 28-08-2020",

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Pomante, L, Palumbo, F, Rinaldi, C, Valente, G, Sau, C, Fanni, T, van der Linden, F, Basten, T , Geilen, M, Peeren, G, Kadlec, J, Jaaskelainen, P, Martinez, M, Saarinen, J, Santti, T, Zedda, MK, Sanchez, V , Goswami, D, Al-Ars, Z & de Beer, A 2020, Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project. in A Trost, A Zemva & A Skavhaug (eds), 2020 23rd Euromicro Conference on Digital System Design (DSD)., 9217819, Institute of Electrical and Electronics Engineers, pp. 378-385, 23rd Euromicro Conference on Digital System Design, DSD 2020, Kranj, Slovenia, 26/08/20. https://doi.org/10.1109/DSD51259.2020.00067

Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project. / Pomante, Luigi; Palumbo, Francesca; Rinaldi, Claudia et al.
2020 23rd Euromicro Conference on Digital System Design (DSD). ed. / Andrej Trost; Andrej Zemva; Amund Skavhaug. Institute of Electrical and Electronics Engineers, 2020. p. 378-385 9217819.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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AU - Sau, Carlo

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AU - van der Linden, Frank

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AU - Geilen, Marc

AU - Peeren, Geran

AU - Kadlec, Jiri

AU - Jaaskelainen, Pekka

AU - Martinez, Marcos

AU - Saarinen, Jukka

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AU - Zedda, Maria Katiuscia

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AU - de Beer, Ad

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Pomante L, Palumbo F, Rinaldi C, Valente G, Sau C, Fanni T et al. Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project. In Trost A, Zemva A, Skavhaug A, editors, 2020 23rd Euromicro Conference on Digital System Design (DSD). Institute of Electrical and Electronics Engineers. 2020. p. 378-385. 9217819 doi: 10.1109/DSD51259.2020.00067

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

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Keywords

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