Design and management of image processing pipelines within CPS: acquired experience towards the end of the FitOptiVis ECSEL Project

Authors:

C. Sau, C. Rinaldi, L. Pomante, F. Palumbo, G. Valente, T. Fanni, M. Martinez, F. van den Linden, T. Basten, M. Geilen, G. Peeren, J. Kadlec, P. Jääskeläinen, L. Bulej, F. Barranco, J. Saarinen, T. Säntti, M. Zedda, V. Sanchez, S. Nikkhah, D. Goswami, G. Amat, L. Maršík, M. van Helvoort, L. Medina, Z. Al-Ars, A. de Beer

Publication:

Microprocessors and Microsystems 87

DOI:

10.1016/j.micpro.2021.104350

Link:

https://www.sciencedirect.com/science/article/pii/S014193312100507X

Abstract:

Cyber-Physical Systems (CPSs) are dynamic and reactive systems interacting with processes, environment and, sometimes, humans. They are often distributed with sensors and actuators, characterized for being smart, adaptive, predictive and react in real-time. Indeed, 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 CPSs 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.

BibTeX:

@article{sau_design_2021,
    title = {{Design and management of image processing pipelines within CPS: acquired experience towards the end of the FitOptiVis ECSEL Project}},
    author = {Sau, Carlo and Rinaldi, Claudia and Pomante, Luigi and Palumbo, Francesca and Valente, Giacomo and Fanni, Tiziana and Martinez, Marcos and van den Linden, Frank and Basten, Twan and Geilen, Marc and Peeren, Geran and Kadlec, Jiří and Jääskeläinen, Pekka and Bulej, Lubomír and Barranco, Francisco and Saarinen, Jukka and Säntti, Tero and Zedda, Maria Katiuscia and Sanchez, Victor and Nikkhah, Shayan Tabatabaei and Goswami, Dip and Amat, Guillermo and Maršík, Lukáš and van Helvoort, Mark and Medina, Luis and Al-Ars, Zaid and de Beer, Ad},
    year = {2021},
    journal = {{Microprocessors and Microsystems}},
    doi = {10.1016/j.micpro.2021.104350},
    issn = {0141-9331},
    pages = {1--35},
    url = {https://www.sciencedirect.com/science/article/pii/S014193312100507X},
    volume = {87},
}

Journal article