Neural Networks, Machine Learning, and Image Processing: Mathematical Modeling and Applications

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Manoj Sahni (Pandit Deendayal Petrol. Uni, India) Ritu Sahni (Pandit Deendayal Petrol. Uni, India)

Neural Networks, Machine Learning, and Image Processing

Mathematical Modeling and Applications

Manoj Sahni (Pandit Deendayal Petrol. Uni, India), Ritu Sahni (Pandit Deendayal Petrol. Uni, India), Jose M Merigo (Uni of Tech,Australia)

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English

CRC Press
19 December 2024

Engineering: general; Power generation & distribution; Electronics engineering; Automotive technology & trades; Image processing

Summary
Details

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.

Edited by: Manoj Sahni (Pandit Deendayal Petrol. Uni India), Ritu Sahni (Pandit Deendayal Petrol. Uni, India), Jose M Merigo (Uni of Tech, Australia)
Imprint: CRC Press
Country of Publication: United Kingdom
Dimensions: Height: 234mm, Width: 156mm,
Weight: 453g
ISBN: 9781032300160
ISBN 10: 1032300167
Pages: 202
Publication Date: 19 December 2024
Audience: College/higher education , Professional and scholarly , Primary , Undergraduate
Format: Paperback
Publisher's Status: Active