Overview
Builds a strong foundation in digital image processing, covering essential topics from basics to advanced techniques. Includes practical exercises to master Python programming and essential libraries like OpenCV and NumPy for image manipulation tasks.
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.
- | Author: Manish Kashyap
- | Publisher: BPB Publications
- | Publication Date: Jan 28, 2025
- | Number of Pages:
- | Language:
- | Binding: Paperback / softback
- | ISBN-13: 9789365898910
- | ISBN-10: 9365898919