Activity and Behavior Computing (Smart Innovation, Systems and Technologies)

Ahad, Md Atiqur Rahman (EDT)/ Inoue, Sozo (EDT)/ Roggen, Daniel (EDT)

Springer Verlag, Singapore（2021/12発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 306 p.
• 言語 ENG
• 商品コード 9789811589461

Full Description

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. 

 

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.