Applications of Optimization and Machine Learning in Image Processing and Iot

1. Auflage 2023
ISBN: 978-1-032-42909-0
Verlag: CRC Press

Buch, Englisch, 238 Seiten, Format (B × H): 156 mm x 234 mm, Gewicht: 513 g

This book presents state-of-the-art optimization algorithms followed by Internet of Things (IoT) fundamentals. The applications of machine learning and IoT are explored, with topics including optimization, algorithms and machine learning in image processing and IoT.

Applications of Optimization and Machine Learning in Image Processing and IoT is a complete reference source, providing the latest research findings and solutions for optimization and machine learning algorithms. The chapters examine and discuss the fields of machine learning, IoT and image processing.

KEY FEATURES:

• Includes fundamental concepts towards advanced applications in machine learning and IoT.

• Discusses potential and challenges of machine learning for IoT and optimization

• Reviews recent advancements in diverse researches on computer vision, networking and optimization field.

• Presents latest technologies such as machine learning in image processing and IoT

This book has been written for readers in academia, engineering, IT specialists, researchers, industrial professionals and students, and is a great reference for those just starting out in the field as well as those at an advanced level.

Zielgruppe

Postgraduate and Undergraduate Advanced

Autoren/Hrsg.

Gupta, Nidhi

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Spiele-Programmierung, Rendering, Animation
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Maschinelles Lernen

Inhaltsverzeichnis

CHAPTER1 State-of-the-Art on Evolved Optimization Approaches for Damage Detection in Steel Bridges

ANSHUL SHARMA

CHAPTER2 IoT and Its Advancement

ANUBHAV KUMAR PRASAD, DHARM RAJ SINGH AND ABHISHEK KESHARWANI

CHAPTER3 Optimal Configuration of IOT Cluster with Full Connectivity with Minimum Transmission Power Using SA and BO Algorithms

SOWJANYA KOTTE AND SATISH KUMAR INJETI

CHAPTER4 IoT Optimization for Smart Cities and Mobility in Smart Cities

NISHA DEVI AND NEHA KISHORE

CHAPTER5 Application of the Internet of Things in E-Waste Management

SMRITI SNEHIL, OJASWI VINDHYACHALAM AND KAMALESH KUMAR SINGH

CHAPTER6 Power of IoT in Smart Healthcare Systems

CHINU AND URVASHI BANSAL

CHAPTER7 Verification Scheme for Malicious Routing in the Internet of Things

BHARTI SHARMA, SAKSHI PATNI AND SUMIT KUMAR MAHANA

CHAPTER8 Agricultural Applications Using Artificial Intelligence and Computer Vision Technologies

CHITRANJAN KUMAR RAI AND ROOP PAHUJA

CHAPTER9 Artificial Intelligence-Based Smart Identi cation System Using Herbal Images: Decision Making Using Various Machine Learning Models

SANYAM SHARMA, SUBH NAMAN, JAYESH DWIVEDI AND ASHISH BALDI

CHAPTER10 CNN-Based Fire Prediction Using Fractional Order Optical Flow and Smoke Features

MUZAMMIL KHAN, PUSHPENDRA KUMAR AND NITISH KUMAR MAHALA

CHAPTER11 Early Prediction of Cardiac Diseases Using Ensemble Learning Techniques: A-Machine Learning Technique to Deal with Heart Disease Problems

RIMA SEN AND A. MANIMARAN

Über Autor(innen)

Nidhi Gupta is an Assistant Professor in the Department of Computer Applications at the National Institute of Technology, Kurukshetra, India. Before this appointment she was a Post-Doctoral Researcher at the National Laboratory of Pattern Recognition, Institute of Automation,Chinese Academy of Sciences, Beijing, China.