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Applications of Optimization and Machine Learning in Image Processing and IoT

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3D image construction
advanced IoT image analysis
AlexNet
Artificial Intelligence
bio-medical imaging
Category=UKL
Category=UYQM
Category=UYT
CNN
computational optimisation
computer vision applications
damage detection algorithms
data science
Deep Learning
DNN
ensemble learning techniques
eq_bestseller
eq_computing
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
eq_non-fiction
Image Processing
image registration
IoT
LSTM
Machine Learning
Metaheuristic
Pattern Recognition
security
smart healthcare systems
wireless sensor networks

Product details

  • ISBN 9781032429090
  • Weight: 453g
  • Dimensions: 156 x 234mm
  • Publication Date: 01 Dec 2023
  • Publisher: Taylor & Francis Ltd
  • Publication City/Country: GB
  • Product Form: Hardback
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Description

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.
About

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.