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This book constitutes the thoroughly refereed post-conference proceedings of the 12th International Conference on Smart Homes and Health Telematics, ICOST 2014, held in Denver, CO, USA in June 2014. The 21 revised full papers presented together with three keynote papers and 9 short papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on Design and Usability, assistive and sentient environments, cognitive technology, activity recognition, context and situation awareness, Health IT, and short contributions.

Computer Science. --- Special Purpose and Application-Based Systems. --- User Interfaces and Human Computer Interaction. --- Information Systems Applications (incl. Internet). --- Artificial Intelligence (incl. Robotics). --- Image Processing and Computer Vision. --- Computer science. --- Software engineering. --- Artificial intelligence. --- Computer vision. --- Informatique --- Génie logiciel --- Intelligence artificielle --- Vision par ordinateur --- Electrical & Computer Engineering --- Engineering & Applied Sciences --- Electrical Engineering --- Special purpose computers. --- User interfaces (Computer systems). --- Image processing. --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Interfaces, User (Computer systems) --- Human-machine systems --- Human-computer interaction --- Special purpose computers --- Computers --- Informatics --- Science --- Artificial Intelligence. --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Computer software engineering --- Engineering --- Older people --- Services for --- Application software. --- Optical data processing. --- Optical computing --- Visual data processing --- Integrated optics --- Photonics --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Optical equipment