1st Edition

Human Activity and Behavior Analysis Advances in Computer Vision and Sensors: Volume 2

284 Pages 103 B/W Illustrations
by CRC Press

284 Pages 103 B/W Illustrations
by CRC Press

284 Pages 103 B/W Illustrations
by CRC Press

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,... Read more

Preface

 Movement and Sensors

1.     Testing the Applicability of Virtual Stochastic Sensors in Human Activity Recognition

Claudia Krull, Pascal Krenckel, and Lauro Fialho Müller

2.     Static Sign Language Recognition Using Segmented Images and HOG on Cluttered Backgrounds

Arezoo Sadeghzadeh, Md. Baharul Islam, and Md. Atiqur Rahman Ahad

3.     (k,n)-Threshold Encoding Scheme for RFID-Based Real-Time Event Extraction and Its Application to ADL Recognition

Masayuki Numao and Ryota Fukumoto

4.     A CSI-Based Human Activity Recognition Using Canny Edge Detector

Hossein Shahverdi, Parisa Fard Moshiri, Mohammad Nabati, Reza Asvadi, and Seyed Ali Ghorashi

5.     Function Estimation of Multiple IoT Devices by Communication Traffic Analysis

Yuichi Hattori, Yutaka Arakawa, and Sozo Inoue

6.     A Method for Estimating the Number of Steps Taken Using a BLE Beacon Attached to the Soles of Footwear

Yuki Ogane, Yu Enokibori, and Katsuhiko Kaji

7.     A Method for Estimating Upper-Arm Muscle Activities and sEMG with PPG Sensor

Masahiro Okamoto and Kazuya Murao

8.     Development of Automatic Posture and Stumbling Judgement System Using Deep Learning, Jetson Nano and Drone with Information-Sharing Function

Shinji Kawakura, Masayuki Hirafuji, and Ryosuke Shibasaki

9.     Gait Condition Assessment Methods for Visualizing Interventional Expertise by Means of Posture Detection

Akinori Kunishima, Koki Suzuki, Atsushi Omata, Shogo Ishikawa, and Shinya Kiriyama

10.  Psychological Analysis in Human-Robot Collaboration from Workplace Stress Factors: A Review

Nazmun Nahid, Min Xinyi, Md. Atiqur Rahman Ahad, and Sozo Inoue

 

Sports Activity Analysis

11.   Real-Time Feedback System for Efficient Core Training

Keisuke Sato, Ami Jinno, Nishiki Motokawa, Tahera Hossain, Anna Yokokubo, and Guillaume Lopez

12.   Keeping Athletes Motivated by Realtime Co-running Application

Shun Ishii, Kazuki Imura, Tahera Hossain, Anna Yokokubo, and Guillaume Lopez

13.   Boxing Movements Recognition Using IMUs During Shadow Boxing Exercise

Yoshinori Hanada, Tahera Hossain, Anna Yokokubo, and Guillaume Lopez

14.   FootbSense: Soccer Moves in Practice Environment Identification Using a Single IMU

Hikari Aoyagi, Tahera Hossain, Anna Yokokubo, and Guillaume Lopez

 


 

Biography

Md Atiqur Rahman Ahad, PhD, is Associate Professor at the University of East London, UK.

Sozo Inoue, PhD, is Professor at the Kyushu Institute of Technology, Japan.

Guillaume Lopez, PhD, is Professor at Aoyama Gakuin University, Japan.

Tahera Hossain, PhD, is Assistant Professor (Project) at Aoyama Gakuin University, Japan.