Advanced Sensing in Image Processing and IoT  book cover
1st Edition

Advanced Sensing in Image Processing and IoT




ISBN 9781032117379
Published March 28, 2022 by CRC Press
380 Pages 215 B/W Illustrations

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Book Description

The book provides future research directions in IoT and image processing based Energy, Industry, and Healthcare domain and explores the different applications of its associated technologies. However, the Internet of Things and image processing is a very big field with a lot of subfields, which are very important such as Smart Homes to improve our daily life, Smart Cities to improve the citizens' life, Smart Towns to recover the livability and traditions, Smart Earth to protect our world, and Industrial Internet of Things to create safer and easier jobs. This book considers very important research areas in Energy, Industry, and Healthcare domain with IoT and image processing applications.The aim of the book to highlights future directions of optimization methods in various engineering and science applications in various IoT and image processing applications. Emphasis is given to deep learning and similar models of neural network-based learning techniques employed in solving optimization problems of different engineering and science applications. The role of AI in mechatronics is also highlighted using suitable optimization methods. This book considers very important research areas in Energy, Industry, and Healthcare. It addresses major issues and challenges in Energy, Industry, and Healthcare and solutions proposed for IoT-enabled cellular/computer networks, routing/communication protocols, surveillances applications, secured data management, and positioning approaches. It focuses mainly on smart and context-aware implementations.

Key sailing Features:

  • The impact of the proposed book is to provide a major area of concern to develop a foundation for the implementation process of new image processing and IoT devices based on Energy, Industry, and Healthcare related technology.
  • The researchers working on image processing and IoT devices can correlate their work with other requirements of advanced technology in Energy, Industry, and Healthcare domain.
  • To make aware of the latest technology like AI and Machine learning in Energy, Industry, and Healthcare related technology.
  • Useful for the researcher to explore new things like Security, cryptography, and privacy in Energy, Industry, and Healthcare related technology.
  • People who want to start in Energy, Industry, and Healthcare related technology with image processing and IoT world.

Table of Contents

Chapter 1 Machine Learning–Based Early Fire Detection System Using a Low-Cost Drone

Ayşegül Yanõk, Mertkan Yanõk, Mehmet Serdar, and Gazi Erkan Bostancõ

Chapter 2 Computer Vision: Practical Approach to Facial Detection Techniques for Security Applications

Shivam Gupta

Chapter 3 Image Segmentation: Classification and Implementation Techniques

Hina J. Chokshi and Abhishek Agrawal

Chapter 4 Image Processing with IoT for Patient Monitoring

Hina J. Chokshi and Maya Mehta

Chapter 5 Theory, Practical Concepts, Strategies and Methods for Emotion Recognition

Varsha K. Patil, Vijaya Pawar, Vaishnavi Vajirkar, Vedita Kharabe, Nimisha Gutte, and Mustafa Sameer

Chapter 6 A Comparative Study of Convolutional Neural Networks for Plant Phenology Recognition

Shivani Gaba, Shally Nagpal, and Alankrita Aggarwal

Chapter 7 IoT and Wearable Sensors for Health Monitoring

Radhika G. Deshmukh, Akanksha Pinjarkar, and Arun Kumar Rana

Chapter 8 Analysis of Interpolation-Based Image In-Painting Approaches

Mustafa Zor, Erkan Bostanci, Mehmet Serdar GŸzel and Erin Karataş

Chapter 9 Real Time Density–Based Traffic Congestion Detection System Using Image Processing and Fuzzy Logic Controller

Anita Mohanty, Bhagyalaxmi Jena, and Subrat Kumar Mohant

Chapter 10 Fundamentals of Face Recognition with IoT

Payal Parekh and Hina J. Chokshi

Chapter 11 IoT for Health Monitoring

Anshu Saxena, Asmita A. Moghe, and Ratish Agarwal

Chapter 12 Human Behavior Detection using Image Processing and IoT

Kamini Solanki, Abhishek Mehta, Dharmendrasinh Rathod, and Priya Swaminarayan

Chapter 13 A Novel Cross-Slotted Dual-Band Fractal Microstrip Antenna Design for Internet of Things (IoT) Applications

Ram Krishan

Chapter 14 Examination of Vegetation Health and Its Relation with Normalized Difference Built-Up Index: A Study on Rajarhat Block of North 24 Parganas District of West Bengal, India

Asutosh Goswami, Suhel Sen, and Prodip Kumar Chakraborty

Chapter 15 Image Processing Implementation for Medical Images to Detect and Classify Various Diseases on the Basis of MRI and Ultrasound Images

Rati Goel

Chapter 16 Benchmarking of Medical Imaging Technologies

Punit Kumar Singh, Sudhakar Singh, Ashish and Hassan Usaman

Chapter 17 Application of Image Processing in Plant Leaf Disease Detection

Bhavana Nerkar

Chapter 18 Monitoring Air Pollution with the Help of Tree Bark and Advanced Technology IoT and AI Techniques at Indore City

Priya Trivedi and Arun Kumar Rana

Chapter 19 IoT-Based Smart Stick for the Blind: A Review

Varsha Vimal Sood, Kartik Bansal, and Nitish Agarwal

Index

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Editor(s)

Biography

Prof. Rashmi Gupta is a Professor in Electronics & Communication Engineering Department in Ambedkar Institute of Advanced Communication Technologies & Research under Govt. of NCT of Delhi.

Prof. Arun Kumar Rana is an Assistant Professor at PIET College Samalkha.

Prof. Sachin Dhawan is currently pursuing his Ph.D. degree in electronics and communication engineering from AIACT&R under Guru Gobind Singh Indraprastha University, Dwarka, New Delhi.

Prof. Korhan Cengiz, PhD, is an Assistant Professor with the Electrical-ElectronicsEngineering Department, Trakya University, Turkey.