Neural Networks, Machine Learning, and Image Processing - Mathematical Modeling and Applications (Hardcover)

The text comprehensively discusses the latest mathematical modelling techniques and their applications in various areas such as fuzzy modelling, signal processing, neural network, machine learning, image processing, and their numerical analysis. It further covers image processing techniques like Viola-Jones Method for face detection and fuzzy approach for person video emotion. It will serve as an ideal reference text for graduate students and academic researchers in the fields of mechanical engineering, electronics, communication engineering, computer engineering, and mathematics. This book: Discusses applications of neural networks, machine learning, image processing, and mathematical modeling. Provides simulations techniques in machine learning and image processing-based problems. Highlights artificial intelligence and machine learning techniques in the detection of diseases. Introduces mathematical modeling techniques such as wavelet transform, modeling using differential equations, and numerical techniques for multi-dimensional data. Includes real-life problems for better understanding. The book presents mathematical modeling techniques such as wavelet transform, differential equations, and numerical techniques for multi-dimensional data. It will serve as an ideal reference text for graduate students and academic researchers in diverse engineering fields such as mechanical, electronics and communication and computer.

General

Imprint:	Taylor & Francis
Country of origin:	United Kingdom
Release date:	November 2022
First published:	2023
Editors:	Manoj Sahni • Ritu Sahni • Jose M. Merigo
Dimensions:	234 x 156mm (L x W)
Format:	Hardcover
Pages:	202
ISBN-13:	978-1-03-230014-6
Categories:	Books > Professional & Technical > Technology: general issues > Engineering: general Books > Professional & Technical > Environmental engineering & technology > General Books > Computing & IT > General theory of computing > Data structures Books > Computing & IT > Computer programming > Algorithms & procedures Books > Professional & Technical > Technology: general issues > Technical design > Ergonomics Books > Professional & Technical > Mechanical engineering & materials > Mechanical engineering > General Books > Professional & Technical > Energy technology & engineering > Electrical engineering > Power generation & distribution Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > General Books > Professional & Technical > Transport technology > Automotive technology > General Books > Computing & IT > Applications of computing > Image processing > General
LSN:	1-03-230014-0
Barcode:	9781032300146

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