Computer Vision for Assistive Healthcare

ISBN: 9780128134450 出版年：2018 页码：398 Academic Press_RM

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 healthcareIncludes a broad range of topic areas, ranging from image processing, pattern recognition, machine learning to robotics, natural language processing and computer graphicsPresents a wide range of application areas, ranging from mobility, sensory substitution, and safety and security, to mental and physical rehabilitation and trainingWritten by leading researchers in this growing field of researchDescribes the outstanding research challenges that still need to be tackled, giving researchers good indicators of research opportunities