Bültmann & Gerriets
Computer Vision for Assistive Healthcare
von Leo Marco, Giovanni Maria Farinella
Verlag: Elsevier Science & Techn.
E-Book / EPUB
Kopierschutz: ePub mit Wasserzeichen

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ISBN: 978-0-12-813446-7
Erschienen am 15.05.2018
Sprache: Englisch
Umfang: 396 Seiten

Preis: 100,00 €

100,00 €
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Klappentext
Inhaltsverzeichnis

Computer Vision for Assistive Healthcare describes how advanced computer vision techniques provide tools to support common human needs, such as mental functioning, personal mobility, sensory functions, daily living activities, image processing, pattern recognition, machine learning and how language processing and computer graphics cooperate with robotics to provide such tools. Users will learn about the emerging computer vision techniques for supporting mental functioning, algorithms for analyzing human behavior, and how smart interfaces and virtual reality tools lead to the development of advanced rehabilitation systems able to perform human action and activity recognition.

In addition, the book covers the technology behind intelligent wheelchairs, how computer vision technologies have the potential to assist blind people, and about the computer vision-based solutions recently employed for safety and health monitoring.

  • Gives the state-of-the-art computer vision techniques and tools for assistive healthcare
  • Includes a broad range of topic areas, ranging from image processing, pattern recognition, machine learning to robotics, natural language processing and computer graphics
  • Presents a wide range of application areas, ranging from mobility, sensory substitution, and safety and security, to mental and physical rehabilitation and training
  • Written by leading researchers in this growing field of research
  • Describes the outstanding research challenges that still need to be tackled, giving researchers good indicators of research opportunities



1. Computer Vision to see 2. Computer Vision for Cognition 3. Computer Vision for physical rehabilitation and training 4. Computer Vision for CADsystems in surgery 5. Computer Vision for human-machine interaction 6. Computer Vision for Ambient Assisted Living 7. Egocentric (first person) vision 8. Augmented and alternative communication 9. Life logging 10. Vision for Social and Affective Robotics 11. Computer Vision for Safety and Security Visual Question Answering