AI-Based Statistical Modeling for Road Traffic Surveillance and Monitoring
eBook - ePub

AI-Based Statistical Modeling for Road Traffic Surveillance and Monitoring

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

AI-Based Statistical Modeling for Road Traffic Surveillance and Monitoring

About this book

Positioned at the intersection of intelligent transportation systems (ITS), computer vision, and machine learning, this book presents a comprehensive examination of how artificial intelligence and statistical techniques are reshaping traffic monitoring, management, and urban mobility in the era of smart cities. The book begins with the core principles of AI and traffic systems, introducing statistical modeling, data acquisition, and image processing for traffic analysis. Midway, it transitions into deep learning-powered applications such as object detection, vehicle tracking, congestion forecasting, and real-time incident recognition. Later sections address legal, regulatory, and ethical frameworks, while concluding chapters highlight IoT-enabled models and future trajectories in AI-powered traffic management. Key Features: Introduces principles of AI, machine learning, and statistical modeling for traffic systems Demonstrates applications of deep learning in congestion prediction, incident detection, and vehicle tracking Examines AI-driven traffic optimization, urban mobility solutions, and self-driving technologies Evaluates security, data privacy, and legal considerations in AI-based traffic surveillance Integrates AI with IoT frameworks for real-time monitoring in smart city infrastructure Highlights future directions and policy implications for sustainable and ethical traffic management.

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Yes, you can access AI-Based Statistical Modeling for Road Traffic Surveillance and Monitoring by Mritunjay Rai,Faizan Ahmad, Jay Kumar Pandey in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Vision & Pattern Recognition. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Welcome
  2. Table of Contents
  3. Title
  4. BENTHAM SCIENCE PUBLISHERS LTD.
  5. FOREWORD 1
  6. PREFACE
  7. List of Contributors
  8. Introduction to Artificial Intelligence in Traffic Systems
  9. The Role of Artificial Intelligence in Optimizing Traffic Flow
  10. Revolutionizing Urban Mobility: The Role of AI in Traffic Management
  11. The Integration of AI Technologies in Space Traffic Management
  12. Optimizing Traffic Systems with AI-Based Statistical Models
  13. Artificial Intelligence on The Road: Self-Driving Cars and the Evolving Landscape of Criminal Law
  14. Core Technologies in AI-based Traffic Systems
  15. Security Policy and Regulatory Frameworks in Traffic Management and Surveillance - A Review
  16. Legal Insights and Developments in AI-Based Surveillance and Monitoring
  17. Advanced AI and IoT-Enabled Statistical Modelling for Road Traffic Surveillance and Real-Time Monitoring
  18. Harnessing Artificial Intelligence for Road Traffic Surveillance: A Comprehensive Overview of AI-based Statistical Models for Traffic Monitoring and Flow Prediction
  19. Advanced Innovations and Future Trajectories in AI-Powered Traffic Management Systems