Digital Image Processing Using Python: A comprehensive guide to the fundamentals of digital image processing (English Edition)

by Manish Kashyap

Overview

This book offers a comprehensive exploration of digital image processing, combining theoretical foundations with practical applications. Starting with fundamental concepts like image representation and pixel neighborhoods, the book teaches Python programming and essential libraries for image manipulation. It covers a wide range of techniques, including spatial and frequency domain filtering, non-linear processing, noise reduction, wavelet transforms, and binary morphology. Advanced topics such as phase-based processing, multi-resolution analysis, and morphological operations are also explored in depth. The book provides practical examples and exercises to reinforce learning and equip readers with the skills needed to effectively process and analyze digital images for various applications.

Product Details

ISBN-13:	9789365898910
Publisher:	Bpb Publications
Publication date:	01/28/2025
Pages:	420
Product dimensions:	7.50(w) x 9.25(h) x 0.86(d)

About the Author

Dr. Manish Kashyap is an Assistant Professor at Maulana Azad National Institute of Technology Bhopal (NIT Bhopal). He received his Ph.D. in image processing in 2017 from the Indian Institute of Information Technology and Management Gwalior (IIIT Gwalior).