دانلود کتاب Video Data Analytics for Smart City Applications: Methods and Trends

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Cover
Title
Copyright
End User License Agreement
Contents
Foreword
Preface
List of Contributors
Comprehensive Analysis of Video Surveillance System and Applications
Nand Kishore Sharma1,*, Surendra Rahamatkar1 and Abhishek Singh Rathore2
INTRODUCTION
LITERATURE REVIEW
OPEN CHALLENGES & ISSUES
DISCUSSION, TRENDS, AND FUTURE WORK
CONCLUSION
CONSENT FOR PUBLICATION
CONFLICT OF INTEREST
ACKNOWLEDGEMENT
REFERENCES
Compressed Video-Based Classification for Efficient Video Analytics
Sangeeta1,*, Preeti Gulia1 and Nasib Singh Gill1
INTRODUCTION
RELATED WORK
PROPOSED MODEL
COMPRESSION NETWORK
CLASSIFICATION NETWORK
EXPERIMENTS
Experimental Setup
Dataset
Implementation Details
Loss Function
Evaluation
EXPERIMENTAL RESULTS AND DISCUSSION
Experimental Results and Analysis of Compression Network
Experimental Results and Analysis of Classification Network
CONCLUSION
CONSENT FOR PUBLICATION
CONFLICT OF INTEREST
ACKNOWLEDGEMENT
REFERENCES
Object Detection and Tracking: Exploring a Deep Learning Approach and Other Techniques
Samuel Oluyemi Owoeye1,*, Folasade Durodola1 and Jethro Odeyemi1
INTRODUCTION
OBJECT DETECTION AND TRACKING WITH CONVOLUTIONAL NEURAL NETWORK (CNN) AND IMAGE PROCESSING
EXAMPLE OF CNN MODEL ARCHITECTURES FOR OBJECT DETECTION
R-CNN
Limitations of R-CNN
Fast R-CNN
Advantages of Fast R-CNN
Faster R-CNN
Mask R-CNN
R-FCN
Single Shot Detector (SSD)
Advantages of SSD
You Only Look Once (YOLO)
DEVELOPMENT OF THE NEURAL NETWORK ARCHITECTURE
Hyperparameter Values For Each Model Layer
First Convolutional Layer
Second, Third, Fourth, and Fifth Convolutional Layers
OBJECT DETECTION WITH HAAR CASCADE CLASSIFIER
Haar Features Calculation
Integral Images
Adaboost Training
Haar Cascade Classifier Experiments for Face and Eyes Detection
CANNY EDGE DETECTION
Noise Reduction
Gradient Calculation
Non-Maximum Suppression
Double Threshold
Edge Tracking by Hysteresis
BACKGROUND REMOVAL
Background Generation
Background Modeling
Background Model Update
Foreground Detection
MOTION DETECTION USING KNN BACKGROUND SUBTRACTION
CONCLUSION
CONSENT FOR PUBLICATION
CONFLICT OF INTEREST
ACKNOWLEDGEMENT
REFERENCES
Introduction and Overview of Key Enabling Technologies for Smart Cities and Homes
Karthika Dhanasekar1,* and Deepika Muni Krishna Reddy2
INTRODUCTION
TRENDS IN SMART CITIES AND HOMES
Smart cities
Smart Mobility and Smart Traffic Management
Smart Environment
Smart Living
Smart Economy
Smart Governance
Smart People
Smart Homes
Programmable and Zone-based Smart Thermostat
Wireless Power
Automatic Door Locks
Advanced Security System
CHALLENGES IN SMART CITIES AND HOMES
Security
IoT Challenges
Fragmentation of Standards
Processing big data
Scalability
SURVEY OF MAJOR KEY ENABLING TECHNOLOGIES FOR SMART CITIES AND HOMES
Internet of Things
Smart Dust
Smartphones
Cloud Computing
Smart Grid
SMART CITY DATA PLANE CHALLENGES
Compatibility Between Smart City Devices
Simplicity
Mobility and Geographic Control
SOFTWARE-DEFINED NETWORK-BASED SMART CITY NETWORK MANAGEMENT
Communications in Smart Grids
Purpose of the Smart Grid
THE DIFFERENT SEGMENTS OF THE SMART GRID
CONCLUSION
CONSENT FOR PUBLICATION
CONFLICT OF INTEREST
ACKNOWLEDGEMENT
REFERENCES
Intelligent Processing: Scope and Application of Smart Agriculture in Smart City
Geetanjli Khambra1,2,*, Sini Shibu1, Archana Naik1 and Dileep Singh2
INTRODUCTION
INTERNET OF THINGS (IOT)
INTELLIGENT PROCESSING
Intelligent Processing in Agriculture
INTELLIGENT PROCESSING MODEL
App Development
App Modules
Integration with sensors
Soil Moisture Sensor
Humidity and Temperature Sensor
Wind velocity Sensor
ADVANTAGES OF THE MODEL
CONCLUSION
CONSENT OF PUBLICATION
CONFLICT OF INTEREST
ACKNOWLEDGEMENTS
REFERENCES
Challenges and Security in Terahertz Band for Wireless Communication
Kannadhasan Suriyan1,* and Nagarajan Ramalingam2
INTRODUCTION
CHALLENGES IN TERAHERTZ BAND
TERAHERTZ RADIATION SOURCES
TERAHERTZ COMMUNICATION SYSTEMS
CONCLUSION
CONSENT FOR PUBLICATION
CONFLICT OF INTEREST
ACKNOWLEDGEMENT
REFERENCES
Empirical Impact of AI and IoT on Performance Management: A Review
Shahnawaz Ahmad1,*, Shabana Mehfuz2 and Javed Beg2
INTRODUCTION
Contribution of this Study
LITERATURE REVIEW
Industry 4.0 Revolution Through AI and IoT
AI Intersects with IoT
Future Potential Growth of Performance Management Through AI and IoT
Theoretical Underpinning
RESEARCH METHODS
RESULT AND DISCUSSION
Systematic Review
Thematic Review
DISCUSSION
CONCLUSION AND FUTURE SCOPE
CONSENT FOR PUBLICATION
CONFLICT OF INTEREST
ACKNOWLEDGEMENT
REFERENCES
A Review of Progress Status in Achieving the Jal Jeevan Mission Goals in the State of Chhattisgarh
Surendra Rahamatkar1,*, Sweta Patnaik2 and Satyendra Patnaik3
INTRODUCTION
BACKGROUND OF DRINKING WATER POLICIES THROUGHOUT HISTORY
JAL JEEVAN MISSION
POLICY GUIDELINES AT CENTRE
DECENTRALISED MANAGEMENT OF WATER IN CHHATTISGARH
OBJECTIVES OF THE STUDY
RESEARCH METHODOLOGY
RESULTS AND DISCUSSION
Capacity Monitoring of the Project
Functional Household Tap Connections (FHTC)
Surveillance and Monitoring of Water Quality
Institutional Mechanism
NATIONAL LEVEL - NATIONAL JAL JEEVAN MISSION (NJJM)
State Level - State Water and Sanitation Mission (SWSM)
District Level - District Water and Sanitation Mission (DWSM)
Village Level - Gram Panchayat/Village Water & Sanitation Committee/ Pani Samiti
CONCLUSION
AUTHOR\'S CONTRIBUTION
FUNDING
INSTITUTIONAL REVIEW BOARD STATEMENT
DATA AVAILABILITY STATEMENT
CONSENT FOR PUBLICATION
CONFLICT OF INTEREST
ACKNOWLEDGEMENT
REFERENCES
Subject Index
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