Editors:
Part of the book series: Communications in Computer and Information Science (CCIS, volume 1370)
Conference series link(s): DL-HAR: International Workshop on Deep Learning for Human Activity Recognition
Conference proceedings info: DL-HAR 2021.
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Table of contents (10 papers)
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Front Matter
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Back Matter
About this book
The 10 presented papers were thorougly reviewed and included in the volume. They present recent research on applications of human activity recognition for various areas such as healthcare services, smart home applications, and more.
Keywords
- action recognition
- activity recognition
- artificial intelligence
- computer hardware
- computer systems
- computer vision
- data mining
- gesture recognition
- human activity recognition
- Human-Computer Interaction (HCI)
- image coding
- image processing
- machine learning
- motion estimation
- neural networks
- pattern recognition
- sensors
- ubiquitous computing
- user interfaces
Editors and Affiliations
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Institute for Infocomm Research, A*STAR, Singapore, Singapore
Xiaoli Li, Min Wu, Zhenghua Chen, Le Zhang
Bibliographic Information
Book Title: Deep Learning for Human Activity Recognition
Book Subtitle: Second International Workshop, DL-HAR 2020, Held in Conjunction with IJCAI-PRICAI 2020, Kyoto, Japan, January 8, 2021, Proceedings
Editors: Xiaoli Li, Min Wu, Zhenghua Chen, Le Zhang
Series Title: Communications in Computer and Information Science
DOI: https://doi.org/10.1007/978-981-16-0575-8
Publisher: Springer Singapore
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Singapore Pte Ltd. 2021
Softcover ISBN: 978-981-16-0574-1Published: 18 February 2021
eBook ISBN: 978-981-16-0575-8Published: 17 February 2021
Series ISSN: 1865-0929
Series E-ISSN: 1865-0937
Edition Number: 1
Number of Pages: XII, 139
Number of Illustrations: 2 b/w illustrations, 49 illustrations in colour
Topics: Artificial Intelligence, Pattern Recognition, User Interfaces and Human Computer Interaction, Image Processing and Computer Vision, Information Systems Applications (incl. Internet), Special Purpose and Application-Based Systems