Computer Vision and Internet of Things: Technologies and Applications

319 Pages·2022·5.015 MB·English

by  L. Sharma, M. Carpenter

Computer Vision and
Internet of Things

Computer Vision and
Internet of Things
Technologies and Applications
Edited by
Lavanya Sharma and Mukesh Carpenter
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© 2022 selection and editorial matter, [Lavanya Sharma and Mukesh Carpenter]; individual chapters, the contributors
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Library of Congress Cataloging-in-Publication Data
Names: Sharma, Lavanya, editor. | Carpenter, Mukesh, editor.
Title: Computer vision and internet of things : technologies and applications / Lavanya Sharma, Mukesh Carpenter.
Description: First edition. | Boca Raton : Chapman & Hall/CRC Press, 2022. | Includes bibliographical references
and index. | Summary: “The book Computer Vision and Internet of Things: Technologies and Applications explores
the utilization of Internet of Things with Computer Vision and its underlying technologies in different applications
areas. The text explores a series of present and future applications — business insights, indoor-outdoor securities,
smart grids, human detection and tracking, intelligent traffic monitoring, e-health department, medical imaging and
many more. The book also 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. 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 will also be an ideal
resource for IT professionals and technology developers”— Provided by publisher.
Identifiers: LCCN 2021052518 (print) | LCCN 2021052519 (ebook) |
ISBN 9781032154367 (hbk) | ISBN 9781032154404 (pbk) |
ISBN 9781003244165 (ebk)
Subjects: LCSH: Computer vision. | Internet of things.
Classification: LCC TA1634 .C648933 2022 (print) | LCC TA1634 (ebook) |
DDC 006.3/7—dc23/eng/20211227
LC record available at https://lccn.loc.gov/2021052518
LC ebook record available at https://lccn.loc.gov/2021052519
ISBN: 9781032154367 ( hbk)
ISBN: 9781032154404 ( pbk)
ISBN: 9781003244165 ( ebk)
DOI: 10.1201/9 781003244165
Typeset in Palatino
by codeMantra
Dedicated to my Dada Ji (Late Shri Ram Krishan Choudhary Ji)
Ek prerna mayeh Vyaktitavh
Dr. Lavanya Sharma

Contents
Preface ..............................................................................................................................................ix
Editors ..............................................................................................................................................xi
List of Contributors .....................................................................................................................xiii
Acknowledgement ........................................................................................................................xv
Part 1 Introduction to Computer Vision and Internet of Things
1. Rise of Computer Vision and Internet of Things ............................................................3
Lavanya Sharma
2. IoE: An Innovative Technology for Future Enhancement ............................................19
Sudhriti Sengupta
3. An Overview of Security Issues of Internet of Things ................................................29
Lavanya Sharma, Sudhriti Sengupta, and Nirvikar Lohan
4. Use of Robotics in Real-Time Applications ....................................................................41
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 .............................................................................................................................53
Lavanya Sharma
6. Role of Image Processing in Artificial Intelligence and Internet of Things............63
Sudhriti Sengupta
7. Computer Vision in Surgical Operating Theatre and Medical Imaging ..................75
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 ....................................................................99
Kavish Gupta, Deepa Gupta, and Lavanya Sharma
9. IoT and Remote Sensing ...................................................................................................111
Yaman Hooda
10. Synthetic Biology and Artificial Intelligence ...............................................................141
Vukoman Jokanović
vii
viii Contents
11. Innovation and Emerging Computer Vision and Artificial Intelligence
Technologies in Coronavirus Control ............................................................................177
Mukesh Carpenter, Vinod Kumar Jangid, Dharmendra Carpenter, and Lavanya Sharma
12. State of the Art of Artificial Intelligence in Dentistry and Its Expected Future ...193
Vukoman Jokanović, M. Živković, and S. Živković
13. Analysis of Machine Learning Techniques for Airfare Prediction .........................211
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 ............................................................................................................................235
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 ...........................................................................247
Sunil L. Bangare, Lavanya Sharma, Aditya N. Varade, Yash M. Lokhande,
Isha S. Kuchangi, and Nikhil J. Chaudhari
16. R eal-Time Implementations of Background Subtraction for IoT Applications ....263
Belmar G arcia-Garcia, Thierry Bouwmans, Kamal Sehairi, and El-Hadi Zahzah
17. The Role of Artificial Intelligence in E -Health: Concept, Possibilities, and
Challenges ............................................................................................................................287
Priyanka Gupta, Hardeo Kumar Thakur, and Alpana
Index .............................................................................................................................................301
Preface
This book 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 – business insights, indoor-outdoor securities, smart grids, human
detection and tracking, intelligent traffic monitoring, e-health department, medical imag-
ing and many more – this publication will support readers to acquire more deeper knowl-
edge in implementing the IoT with visual surveillance.
This book comprises five parts that provide an overview of basic concept from rising of
machines and communication to IoT with computer vision, critical application domains,
tools, technologies, and solutions to handle relevant challenges. This book provides a
detailed description to the readers with practical ideas of using IoT with visual surveil-
lance ( motion-based object data) to deal with human dynamics, challenges involved in
surpassing diversified architecture, communications, integrity, and security aspects. IoT
in combination with visual surveillance proved to be most advantageous for the com-
panies to efficiently monitor and control their day- to-day processes such as production,
transportation, maintenance, implementation, and distribution of their products.
Overall Computer Vision and Internet of Things: Technologies and Applications helps the
readers to understand the value of Internet of Things with Computer Vision to individuals
as well as organizations.
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ix