Raspberry Pi Image Processing Programming: With NumPy, SciPy, Matplotlib, and OpenCV

This book covers image processing with Python 3 and Raspberry Pi 4, focusing on the latest release of Python 3 and the 8 GB RAM model of Raspberry Pi 4B. It begins with the installation of Raspberry Pi OS and introduces Python programming, IDEs, and digital image processing. It also covers theoretical foundations, advanced operations, NumPy, Matplotlib, transformations, interpolation, and measurements of images. Different types of filters are discussed, and image processing techniques such as Morphology, Thresholding, and Segmentation are explored. The book concludes with an appendix on pgmagik and tips and tricks for RPi.

Format: Paperback / softback
Length: 245 pages
Publication date: 08 July 2022
Publisher: APress

This comprehensive book takes you on a journey into the world of image processing with Python 3, utilizing the powerful Raspberry Pi 4B with 8 GB RAM as the preferred computing platform. Whether you're a Raspberry Pi and IoT enthusiast, Python and Open Source professional, or simply looking to explore the realm of digital image processing, this book is designed to help you understand the concepts and create applications that leverage the capabilities of the Raspberry Pi 4B.

The second edition of this book begins with a step-by-step guide to installing Raspberry Pi OS on the latest model of Raspberry Pi, ensuring you have the necessary software environment to get started. From there, it delves into the Python programming language, introducing you to its syntax, features, and libraries. You'll learn how to write code, create interactive programs, and manipulate images using Python.

The book then moves on to cover digital image processing, providing a solid foundation in the theoretical aspects of image processing. You'll explore topics such as image acquisition, manipulation, enhancement, and analysis, using the latest tools and techniques available in Python. You'll learn how to process images using libraries like OpenCV, a powerful image processing library with Python bindings.

Throughout the book, you'll apply your knowledge to real-world scenarios, building applications that utilize image processing techniques. You'll explore image morphological operations, thresholding, segmentation, and feature extraction, applying them to various types of images and datasets. You'll also delve into the world of live webcam input with OpenCV, a powerful library for capturing and processing images from webcams.

In addition to the theoretical and practical aspects of image processing, the book includes an appendix covering a new library for image processing with Python, pgmagik. This library offers a range of advanced features and functionalities, making it an ideal tool for image processing tasks that require high-performance and flexibility.

To enhance your learning experience, the book also includes a few important tips and tricks relevant to Raspberry Pi. You'll learn how to optimize your Raspberry Pi for image processing, manage resources efficiently, and troubleshoot common issues that may arise during your projects.

Whether you're a beginner or an experienced programmer, this book will provide you with the knowledge and skills you need to excel in image processing with Python 3 and Raspberry Pi 4B. With its comprehensive coverage, practical examples, and helpful tips, it's the perfect guide for anyone looking to explore the exciting world of digital image processing. So, why wait? Start your journey into image processing today and unlock the endless possibilities of the Raspberry Pi 4B!

Weight: 409g
Dimension: 235 x 155 (mm)
ISBN-13: 9781484282694
Edition number: 2nd ed.