Ambient Diagnostics Contributor(s): Cai, Yang (Author) |
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ISBN: 1466510412 ISBN-13: 9781466510418 Publisher: CRC Press
Binding Type: Hardcover - See All Available Formats & Editions Published: December 2014 |
Additional Information |
BISAC Categories: - Computers | Databases - Data Mining - Medical | Biotechnology - Technology & Engineering | Sensors |
Dewey: 610.28 |
LCCN: 2013031006 |
Physical Information: 1" H x 6.1" W x 9.3" L (1.58 lbs) 408 pages |
Features: Bibliography, Illustrated, Index |
Descriptions, Reviews, Etc. |
Publisher Description: Ambient Diagnostics addresses innovative methods for discovering patterns from affordable devices, such as mobile phones, watches, cameras, and game interfaces, to interpret multimedia data for personal health monitoring and diagnosis. This is the first comprehensive textbook on multidisciplinary innovations in affordable healthcare--from sensory fusion, pattern detection, to classification. Connecting the Dots The material in this book combines sensing, pattern recognition, and visual design, and is divided into four parts, which cover fundamentals, multimedia intelligence, pervasive sensors, and crowdsourcing. The author describes basic pattern discovery models, sound, color, motion and video analytics, and pattern discovery from games and social networks. Each chapter contains the material's main concepts, as well as case studies, and extensive study questions.
Covers Multimedia Intelligence Extensively Ambient Diagnostics includes concepts for ambient technologies such as point-and-search, the pill camera, active sensing with Kinect, digital human labs, negative and relative feature spaces, and semantic representations. The book also introduces methods for collective intelligence from online video games and social media. |
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