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Towards Ubiquitous Low-power Image Processing Platforms

Philippe Millet (Hrsg.), Diana Göhringer (Hrsg.), Magnus Jahre (Hrsg.)

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Springer International Publishing img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Elektronik, Elektrotechnik, Nachrichtentechnik

Beschreibung

This book summarizes the key scientific outcomes of the Horizon 2020 research project TULIPP: Towards Ubiquitous Low-power Image Processing Platforms. The main focus lies on the development of high-performance, energy-efficient embedded systems for the growing range of increasingly complex image processing applications. The holistic TULIPP approach is described in the book, which addresses hardware platforms, programming tools and embedded operating systems. Several of the results are available as open-source hardware/software for the community. The results are evaluated with several use cases taken from real-world applications in key domains such as Unmanned Aerial Vehicles (UAVs), robotics, space and medicine.

  • Discusses the development of high-performance, energy-efficient embedded systems for the growing range of increasingly complex image processing applications;
  • Covers the hardware architecture of embedded image processing systems, novel methods, toolsand libraries for programming those systems as well as embedded operating systems to manage those systems;
  • Demonstrates results with several challenging applications, such as medical systems, robotics, drones and automotive.

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Schlagwörter

High-performance image processing, Energy-efficient image processing, image processing and computer vision at the Edge, Embedded systems for image processing, hardware architecture of embedded image processing systems