From Visual Surveillance To Internet Of Things: Technology And Applications

277 Pages·2020·16.59 MB·English

by  Lavanya Sharma, Pradeep K. Garg

From Visual Surveillance
to Internet of Things

From Visual Surveillance
to Internet of Things
Technology and Applications
Edited by
L S P K. G
avanya harma and radeeP arG
CRC Press
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Dedicated to my Dada Ji
(Late. ShriRam Krishan ChoudharyJi)
Ek prerna mayeh Vyaktitavh
Dr. Lavanya Sharma
Dedicated to my Parents
Prof. Pradeep K. Garg

Contents
Preface ..............................................................................................................................................ix
Acknowledgments .........................................................................................................................xi
About the Editors ........................................................................................................................xiii
Contributors ...................................................................................................................................xv
Part 1 Introduction to Visual Surveillance and
Internet of Things
1. The Rise of the Visual Surveillance to Internet of Things ............................................3
Lavanya Sharma
2. A Novel Internet of Things Access Architecture of Energy-Efficient
Solar Battery Charging System for Mobile Phones.......................................................17
Aamna Shahab and Neetu Mittal
3. Internet of Things and Its Applications ..........................................................................29
Pradeep K. Garg and Lavanya Sharma
Part 2 Tools and Technologies of IoT with
Visual Surveillance
4. Visual Surveillance of Human Activities: Background Subtraction
Challenges and Methods ....................................................................................................43
Thierry Bouwmans and Belmar García-García
5. Visual Surveillance of Natural Environments: Background
Subtraction Challenges and Methods ..............................................................................67
Thierry Bouwmans and Belmar García-García
6. Internet of Things and Remote Sensing ..........................................................................87
Pradeep K. Garg
7. Internet of Things and Cloud Computing ......................................................................97
Umang Kant, Mayank Singh, and Viranjay M. Srivastava
8. Internet of Things and Artificial Intelligence ..............................................................111
Umang Kant, Mayank Singh, Shailendra Mishra,
and Viranjay M. Srivastava
vii
viii Contents
Part 3 IoT with Visual Surveillance for Real-Time
Applications
9. Internet of Things-Based Speed and Direction Control of
Four-Quadrant DC Motor .................................................................................................123
Bhupesh Kumar Singh and Vijay Kumar Tayal
10. Design of Arduino-Based Smart Digital Liquefied Petroleum
Gas Detector and Level Indicator Using Internet of
Things Technology .............................................................................................................131
S. Ranjan, Vijay Kumar Tayal, and Saket Kumar
11. Ubiquitous Computing: A New Era of Computing .....................................................141
Shailja Gupta, Riya Sapra, and Sugandhi Midha
12. Detection of Moving Human in Vision-Based Smart Surveillance
under Cluttered Background: An Application of Internet of Things .....................161
Dileep Kumar Yadav
13. Hadoop Framework: Big Data Management Platform for
Internet of Things ..............................................................................................................175
Pallavi H. Bhimte, Pallavi Goel, Dileep Kumar Yadav,
and Dharmendra Kumar
Part 4 Challenging Issues
14. Block-Based Adaptive Learning Rate for Detection of Motion-Based
Object in Visual Surveillance ..........................................................................................201
Lavanya Sharma and Pradeep K. Garg
15. Smart E-Healthcare with Internet of Things: Current Trends,
Challenges, Solutions, and Technologies ......................................................................215
Lavanya Sharma, Pradeep K. Garg, and Sunil K. Khatri
16. A Foresight on E-Healthcare Trailblazers .....................................................................235
Lavanya Sharma, Pradeep K. Garg, Naman Kumar Agrawal,
and Himanshu Kumar Agrawal
17. Future of Internet of Things ............................................................................................245
Pradeep K. Garg and Lavanya Sharma
Index .............................................................................................................................................259
Preface
This book explores the utilization of the Internet of Things (IoT) with visual surveillance
and its underlying technologies in different application areas. Using a series of present
and future applications—business insights, indoor-outdoor security, smart grids, human
detection and tracking, intelligent traffic monitoring, e-health, and many more—this pub-
lication encourages readers to gain deeper knowledge about implementing the IoT with
visual surveillance.
This book comprises four parts that provide an overview of basic concepts, from the ris-
ing prevalence of machines and communication to the IoT with visual surveillance, criti-
cal application domains, tools, technologies, and solutions to handle relevant challenges.
Detailed topics for readers include practical ideas for using IoT with visual surveillance
(motion-based object data) to deal with human dynamics, challenges involved in surpass-
ing diversified architecture, communications, integrity, and security aspects. IoT in com-
bination with visual surveillance has proven to be most advantageous for companies to
efficiently monitor and control their day-to-day processes, such as production, transporta-
tion, maintenance, implementation, and product distribution.
Overall, this publication, From Visual Surveillance to Internet of Things: Technology and
Applications, helps readers to understand IoT with visual surveillance and to appreciate its
value to individuals as well as organizations.
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