Editors: Ravinder M., Arti Ranjan, Youddha Beer Singh

Advanced Image Processing and Video Intelligence Applications

eBook: US $129 Special Offer (PDF + Printed Copy): US $207
Printed Copy: US $142
Library License: US $516
ISBN: 979-8-89881-592-9 (Print)
ISBN: 979-8-89881-591-2 (Online)
Year of Publication: 2026

Introduction

Advanced Image Processing and Video Intelligence Applications focuses on how artificial intelligence and machine learning are transforming visual data processing. The book highlights methods for extracting meaningful information from images and videos to support intelligent decision-making across diverse domains.

It covers core concepts such as image enhancement, segmentation, feature extraction, and object detection, along with advanced topics including deep learning, computer vision, and real-time video analytics. Application areas include healthcare imaging, surveillance systems, autonomous systems, traffic monitoring, and multimedia processing. Practical examples and case studies demonstrate how these techniques are applied in real-world scenarios.


Key Features:

  • - Comprehensive coverage of image processing and video analytics techniques with a focus on both foundational concepts and advanced developments.
  • - Integration of AI, deep learning, and computer vision methods
  • - Real-world case studies and applications across healthcare, security, transportation, and media


Target Readership:

Researchers, postgraduate students, and academicians in computer science, artificial intelligence, and image processing

Foreword

- Pp. i
Rashmi Rathi Upadhyay
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Preface

- Pp. ii-iii (2)
Ravinder M., Arti Ranjan, Youddha Beer Singh
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List of Contributors

- Pp. iv-vi (3)

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Integrating Image Processing and Deep Learning for Effective Image Dehazing

- Pp. 1-25 (25)
Sandeep Vishwakarma*, Anuradha Pillai, Deepika Punj, Preeti Yadav

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Deep Learning-based Approaches for Addressing Imbalance in Breast Cancer Image Datasets: Challenges, Opportunities, and Open Issues

- Pp. 26-46 (21)
Rekha Baghel*, Ela Kumar

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Ancient Indian Scripts Identification: A Machine Learning and NLP Approach

- Pp. 47-65 (19)
Subhajit Ghosh*

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A Deep Learning Approach for Geopolitical Entities Extraction from Indian Election Data

- Pp. 66-89 (24)
Seema Shukla*, V N Shukla

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An Efficient Remote Patient Monitoring: The Convergence of Blockchain and Artificial Intelligence

- Pp. 90-109 (20)
Inderpreet Kaur*, Mohammad Mudassir, Sanjay Kumar, Kirti Seth

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Handwritten English Character and Digit Recognition using Deep Learning Techniques (CNN and SVM)

- Pp. 110-127 (18)
Shradhanwita Mukherjee*, Sumanta Kuila

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Artificial Neural Network Applications for Intelligent Transportation Systems

- Pp. 128-151 (24)
Ajeet Kumar Bhartee*, Surendra Singh

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Advanced Image Analysis Techniques Using Machine Learning and Transformers

- Pp. 152-166 (15)
Sulaxan Jadhav*, Harsimran Singh, M. Masilamani, Abhijeet Gajanan Chimankar, T Sivamani, Atowar Ul Islam

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Intelligent Agricultural Monitoring Framework Based on Machine Learning Techniques

- Pp. 167-181 (15)
Isha Sood*, L. Karthick*, Ashutosh C Kakde, Punam Dattatray Gawali, Ankush Patil, Ayushi Godiya

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Artificial Intelligence for Image-based Weed Identification in Agriculture

- Pp. 182-198 (17)
Sapna Nigam*, V. K. Choudhary, Akshay Dheeraj, Madhu, Rajni Jain, Sudeep Marwaha

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A Machine Learning-based Approach for Smart Agriculture Monitoring and Decision Support

- Pp. 199-224 (26)
Ankit Jain*, Anita Shukla, Imran Ullah Khan

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The Indispensable Contribution of Satellite Imagery to Disaster Management: Insights and Perspectives

- Pp. 225-248 (24)
Shivam Shukla, Mayank Dixit*, Prateek Kumar Yadav, Anshul Khanna, Vipul Kumar Mishra

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PyroVisor D3ML-based Intelligent De-Hazing Algorithm

- Pp. 249-268 (20)
Aryan Vashisth, Akshansh Mishra, Meena Kumari*

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Integration of Computer Vision Systems in Robotics and Assembly Lines

- Pp. 269-284 (16)
M. Babu*, Dler Salih Hasan, Aneesh Kumar Mishra, L. Karthick*, T. Prabhu, Surrya Prakash DilliBabu

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Smart Farming with Deep Learning: Enhancing Crop Management through Advanced Image Analysis

- Pp. 285-316 (32)
Ravi Prakash Chaturvedi, Annu Mishra*, Poorva Nayyar, Sameer Asthana, Mohd Shaliyar, Rajneesh Kumar Singh

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Subject Index

- Pp. 317-320 (4)
Ravinder M., Arti Ranjan, Youddha Beer Singh
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