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Full Description
Computer Vision and Internet of Things: Technologies and Applications explores the utilization of Internet of Things (IoT) with computer vision and its underlying technologies in different applications areas. Using a series of present and future applications - including business insights, indoor-outdoor securities, smart grids, human detection and tracking, intelligent traffic monitoring, e-health departments, and medical imaging - this book focuses on providing a detailed description of the utilization of IoT with computer vision and its underlying technologies in critical application areas, such as smart grids, emergency departments, intelligent traffic cams, insurance, and the automotive industry.
Key Features
• Covers the challenging issues related to sensors, detection, and tracking of moving objects with solutions to handle relevant challenges
• Describes the latest technological advances in IoT and computer vision with their implementations
• Combines image processing and analysis into a unified framework to understand both IOT and computer vision applications
• Explores mining and tracking of motion-based object data, such as trajectory prediction and prediction of a particular location of object data, and their critical applications
• Provides novel solutions for medical imaging (skin lesion detection, cancer detection, enhancement techniques for MRI images, and automated disease prediction)
This book is primarily aimed at graduates and researchers working in the areas of IoT, computer vision, big data, cloud computing, and remote sensing. It is also an ideal resource for IT professionals and technology developers.
Contents
Part 1 Introduction to Computer Vision and Internet of Things
1. Rise of Computer Vision and Internet of Things
Lavanya Sharma
2. IoE: An Innovative Technology for Future Enhancement
Sudhriti Sengupta
3. An Overview of Security Issues of Internet of Things
Lavanya Sharma, Sudhriti Sengupta, and Nirvikar Lohan
4. Use of Robotics in Real-Time Applications
Lavanya Sharma and Mukesh Carpenter
Part 2 Tools and Technologies of IoT with Computer Vision
5. Preventing Security Breach in Social Media: Threats and Prevention Techniques
Lavanya Sharma
6. Role of Image Processing in Artificial Intelligence and Internet of Things
Sudhriti Sengupta
7. Computer Vision in Surgical Operating Theatre and Medical Imaging
Mukesh Carpenter, Dharmendra Carpenter, Vinod Kumar Jangid, and Lavanya Sharma
Part 3 IoT with Computer Vision for Real-Time Applications
8. Self-Driving Cars: Tools and Technologies
Kavish Gupta, Deepa Gupta, and Lavanya Sharma
9. IoT and Remote Sensing
Yaman Hooda
10. Synthetic Biology and Artificial Intelligence
Vukoman Jokanović
11. Innovation and Emerging Computer Vision and Artificial Intelligence Technologies in Coronavirus Control
Mukesh Carpenter, Vinod Kumar Jangid, Dharmendra Carpenter, and Lavanya Sharma
12. State of the Art of Artificial Intelligence in Dentistry and Its Expected Future
Vukoman Jokanović, M. Živković, and S. Živković
13. Analysis of Machine Learning Techniques for Airfare Prediction
Jaskirat Singh, Deepa Gupta, and Lavanya Sharma
Part 4 Challenging Issues and Novel Solutions
14. CapsNet and KNN-Based Earthquake Prediction Using Seismic and Wind Data
Sandeep Dwarkanath Pande, Soumitra Das, Pramod Jadhav, Amol D. Sawant, Shantanu S. Pathak, and Sunil L. Bangare
15. Computer-Aided Lung Cancer Detection and Classification of CT Images Using Convolutional Neural Network
Nikhil J. Chaudhari, and Lavanya Sharma
16 Real-Time Implementations of Background Subtraction for IoT Applications
Belmar Garcia-Garcia, Thierry Bouwmans, El-Hadi Zahzah, and Kamal Sehairi
17. The Role of Artificial Intelligence in E-Health: Concept, Possibilities, and Challenges
Priyanka Gupta, Hardeo Kumar Thakur, and Alpana
