Human Activity Recognition Challenge / Smart Innovation, Systems and Technologies Bd.199 (PDF)
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The book introduces some challenging methods and solutions to solve the human activity recognition challenge. This book highlights the challenge that will lead the researchers in academia and industry to move further related to human activity recognition and behavior analysis, concentrating on cooking challenge. Current activity recognition systems focus on recognizing either the complex label (macro-activity) or the small steps (micro-activities) but their combined recognition is critical for analysis like the challenge proposed in this book. It has 10 chapters from 13 institutes and 8 countries (Japan, USA, Switzerland, France, Slovenia, China, Bangladesh, and Columbia).
Md Atiqur Rahman Ahad, SMIEEE, is Professor, University of Dhaka (DU), and Specially Appointed Associate Professor, Osaka University. He did B.Sc. (Honors) & Masters (DU), Masters (University of New South Wales), and Ph.D. (Kyushu Institute of Technology) and is JSPS Postdoctoral Fellow and Visiting Researcher. His authored books are "Motion History Images for Action Recognition and Understanding," in Springer; "Computer Vision and Action Recognition," in Springer; "IoT-sensor based Activity Recognition," in Springer (in press). He has been authoring/editing a few more books. He published 130+ peer-reviewed papers, 60+ keynote/invited talks, 25+ Awards/Recognitions. He is Editorial Board Member of Scientific Reports, Nature; Associate Editor of Frontiers in Computer Science; Editor of the International Journal of Affective Engineering; Editor-in-Chief: International Journal of Computer Vision & Signal Processing; General Chair: 9th ICIEV; 4th IVPR; 2nd ABC; Guest-Editor:Pattern Recognition Letters, Elsevier; JMUI, Springer; JHE, Hindawi; IJICIC; Member: OSA, ACM, IAPR.
Paula Lago has a Ph.D. from Universidad de los Andes, Colombia. She received her Bachelor's and Master's degree in Software Engineering from the same university. From 2018 to 2020, she was a Postdoctoral Researcher at Kyushu Institute of Technology, Japan. Her current research is on how to improve the generalization of activity recognition in real-life settings taking advantage of data collected in controlled settings. In 2016, she was an invited researcher in the Informatics Laboratory of Grenoble, where she participated in smart home research in collaboration with INRIA. She has served as Reviewer for MDPI Sensors and ACM IMWUT journal and for several conferences. She is a Co-Organizer of the HASCA Workshop, held at Ubicomp yearly. She currently volunteers for ACM SIGCHI.
Sozo INOUE is a Full Professor in Kyushu Institute of Technology, Japan. His
- 2020, 1st ed. 2021, 126 Seiten, Englisch
- Herausgegeben: Md Atiqur Rahman Ahad, Paula Lago, Sozo Inoue
- Verlag: Springer Nature Singapore
- ISBN-10: 9811582696
- ISBN-13: 9789811582691
- Erscheinungsdatum: 20.11.2020
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