Activity Recognition: Fundamentals and Applications
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What Is Activity Recognition
Activity recognition is an approach that makes use of a number of observations on the activities of one or more agents, as well as the conditions of their surrounding environment, with the end goal of identifying the actions and objectives of those individuals. Because of its ability to offer personalized support for a wide variety of applications and its connections to a wide variety of other fields of study, such as medicine, human-computer interaction, or sociology, this area of research has attracted the attention of several communities within the field of computer science since the 1980s.
How You Will Benefit
(I) Insights, and validations about the following topics:
Chapter 1: Activity recognition
Chapter 2: Computer vision
Chapter 3: Artificial neural network
Chapter 4: Machine learning
Chapter 5: Gesture recognition
Chapter 6: Recurrent neural network
Chapter 7: Context awareness
Chapter 8: Transfer learning
Chapter 9: Convolutional neural network
Chapter 10: List of datasets for machine-learning research
(II) Answering the public top questions about activity recognition.
(III) Real world examples for the usage of activity recognition in many fields.
(IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of activity recognition' technologies.
Who This Book Is For
Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of activity recognition.
Tietoja kirjoittajasta
Fouad Sabry is the former Regional Head of Business Development for Applications at HP in Southern Europe, Middle East, and Africa (SEMEA). Fouad has received his B.Sc. of Computer Systems and Automatic Control in 1996, dual masterâs degrees from University of Melbourne (UoM) in Australia, Master of Business Administration (MBA) in 2008, and Master of Management in Information Technology (MMIT) in 2010.
Fouad has more than 20 years of experience in Information Technology and Telecommunications fields, working in local, regional, and international companies, such as Vodafone and IBM in Middle East and Africa (MEA) region. Fouad joined HP Middle East (ME), based in Dubai, United Arab Emirates (UAE) in 2013 and helped develop the software business in tens of markets across Southern Europe, Middle East, and Africa (SEMEA) regions. Currently, Fouad is an entrepreneur, author, futurist, focused on Emerging Technologies, and Industry Solutions, and founder of One Billion Knowledgeable (1BK) Initiative.
