Editor: Minh Long Hoang

Artificial Intelligence Development in Sensors and Computer Vision for Health Care and Automation Application

eBook: US $49 Special Offer (PDF + Printed Copy): US $79
Printed Copy: US $54
Library License: US $196
ISBN: 978-981-5313-06-2 (Print)
ISBN: 978-981-5313-05-5 (Online)
Year of Publication: 2024
DOI: 10.2174/97898153130551240101

Introduction

Artificial Intelligence Development in Sensors and Computer Vision for Health Care and Automation Application explores the power of artificial intelligence (AI) in advancing sensor technologies and computer vision for healthcare and automation. Covering both machine learning (ML) and deep learning (DL) techniques, the book demonstrates how AI optimizes prediction, classification, and data visualization through sensors like IMU, Lidar, and Radar. Early chapters examine AI applications in object detection, self-driving vehicles, human activity recognition, and robot automation, featuring reinforcement learning and simultaneous localization and mapping (SLAM) for autonomous systems. The book also addresses computer vision techniques in healthcare and automotive fields, including human pose estimation for rehabilitation and ML in augmented reality (AR) for automotive design. This comprehensive guide provides essential insights for researchers, engineers, and professionals in AI, robotics, and sensor technology

Key Features:

  • - In-depth coverage of AI-driven sensor innovations for healthcare and automation
  • - Applications of SLAM and reinforcement learning in autonomous systems
  • - Use of computer vision in rehabilitation and vehicle automation
  • - Techniques for managing prediction uncertainty in AI models

Readership

Graduate, undergraduate students, researchers, working professionals, and general readers

Foreword

- Pp. i
Antonio Pietrosanto*
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Preface

- Pp. ii-iii (2)
Minh Long Hoang*
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Current State, Challenges, and Data Processing of AI in Sensors and Computer Vision

- Pp. 1-18 (18)
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Human Activity Recognition and Health Monitoring by Machine Learning Based on IMU Sensors

- Pp. 19-41 (23)
Minh Long Hoang*

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Reinforcement Learning in Robot Automation by Q-learning

- Pp. 42-57 (16)
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Deep Learning Techniques for Visual Simultaneous Localization and Mapping Optimization in Autonomous Robots

- Pp. 58-84 (27)
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Deep Learning in Object Detection for the Autonomous Car

- Pp. 85-109 (25)
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Human Pose Estimation for Rehabilitation by Computer Vision

- Pp. 110-128 (19)
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Prediction Uncertainty of Deep Neural Network in Orientation Angles from IMU Sensors

- Pp. 129-148 (20)
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Machine Learning in Augmented Reality for Automotive Industry

- Pp. 149-161 (13)
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Subject Index

- Pp. 162-167 (6)
Minh Long Hoang*
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