ABSTRACT
Human Activity and Behavior Analysis relates to the field of vision and sensor-based human action or activity and behavior analysis and recognition. The book includes a series of methodologies, surveys, relevant datasets, challenging applications, ideas, and future prospects.
The book discusses topics such as action recognition, action understanding, gait analysis, gesture recognition, behavior analysis, emotion and affective computing, and related areas. This volume focuses on two main subject areas: Movement and Sensors, and Sports Activity Analysis.
The editors are experts in these arenas, and the contributing authors are drawn from high-impact research groups around the world. This book will be of great interest to academics, students, and professionals working and researching in the field of human activity and behavior analysis.
TABLE OF CONTENTS
part I|195 pages
Movement and Sensors
chapter Chapter 1|20 pages
Testing the Applicability of Virtual Stochastic Sensors in Human Activity Recognition
chapter Chapter 2|23 pages
Static Sign Language Recognition Using Segmented Images and HOG on Cluttered Backgrounds
chapter Chapter 5|15 pages
Function Estimation of Multiple IoT Devices by Communication Traffic Analysis
chapter Chapter 6|21 pages
A Method for Estimating the Number of Steps Taken Using a BLE Beacon Attached to the Soles of Footwear
chapter Chapter 7|11 pages
A Method for Estimating Upper-Arm Muscle Activities and sEMG with PPG Sensor
chapter Chapter 9|23 pages
Gait Condition Assessment Methods for Visualizing Interventional Expertise by Means of Posture Detection
chapter Chapter 10|31 pages
Psychological Analysis in Human-Robot Collaboration from Workplace Stress Factors: A Review
part II|70 pages
Sports Activity Analysis