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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.
Marco Leo received an Honours Degree in Computer Science Engineering from the University of Salento (Italy) in 2001. Currently he is a Researcher at the National Research Council of Italy. His main research interests are in the fields of image and signal processing and analysis, computer vision, pattern recognition, neural networks, graphical models, linear and non-linear transformation (Fourier, Wavelet, ICA, kernels functions). He participated in a number of national and international research projects focusing on assistive technologies, automatic video surveillance of indoor and outdoor environments, human attention monitoring, real-time event detection in sport contexts and non-destructive inspection of aircraft components. He is author of more than 100 papers in national and international journals, and conference proceedings. He is also a co-author of three international patents on visual systems for event detection in sport contexts.
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
