| Description |
1 online resource (315 pages) |
| Series |
Smart innovation, systems and technologies ; volume 204 |
|
Smart innovation, systems, and technologies ; 204.
|
| Contents |
Activity and Behavior Computing: Algorithms and Methods -- Mapping Vicon Motion Tracking to 6-axis IMU Data for Wearable Activity Recognition -- Improvement of Human Action Recognition Using 3D Pose Estimation -- 3D Pose Estimation Using Multiple Asynchronous Cameras -- Accuracy Evaluation of Human Gait Estimation by a Sparse Set of Inertial Measurement Units -- Improving Smartphone based Transport Mode Recognition using Generative Adversarial Networks -- New Class Candidate Generation applied to On-Body Smartphone Localization |
| Summary |
Focusing on the vision-based and sensor-based recognition and analysis of human activity and behavior, this book gathers extended versions of selected papers presented at the International Conference on Activity and Behavior Computing (ABC 2020), held in Kitakyushu, Japan on August 26 - 29, 2020. The respective chapters cover action recognition, action understanding, gait analysis, gesture recognition, behavior analysis, emotion and affective computing, and related areas. The book addresses various challenges and aspects of human activity recognition in both the sensor-based and vision-based domains, making it a unique guide to the field |
| Notes |
International conference proceedings |
|
"This book represents the proceedings of the second edition of the Activity and Behavior Computing conference (ABC'2020), which will be held in a virtual format (and partially on-site for those who will be able to attend), given the unprecedented circumstances in this year 2020"--Preface |
|
Print version record |
| Subject |
Human activity recognition -- Congresses
|
|
Human activity recognition
|
| Genre/Form |
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
|
Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Ahad, Md. Atiqur Rahman, editor.
|
|
Inoue, Sōzō, editor
|
|
Roggen, Daniel, editor.
|
|
Fujinami, Kaori, editor
|
| ISBN |
9789811589447 |
|
9811589445 |
|
