Raspberry Pi Image Processing Programming, 2nd Edition
eBook Details:
- Paperback: 263 pages
- Publisher: WOW! eBook; 2nd edition (August 2, 2022)
- Language: English
- ISBN-10: 1484282698
- ISBN-13: 978-1484282694
eBook Description:
Raspberry Pi Image Processing Programming: With NumPy, SciPy, Matplotlib, and OpenCV, 2nd Edition
Understand the concepts of image processing with Python 3 and create applications using Raspberry Pi 4. This Raspberry Pi Image Processing Programming, 2nd Edition book covers image processing with the latest release of Python 3, using Raspberry Pi OS and Raspberry Pi 4B with the 8 GB RAM model as the preferred computing platform.
This Raspberry Pi Image Processing Programming, 2nd Edition begins with the installation of Raspberry Pi OS on the latest model of Raspberry Pi and then introduces Python programming language, IDEs for Python, and digital image processing. It also illustrates the theoretical foundations of Image processing followed by advanced operations in image processing. You’ll then review image processing with NumPy, and Matplotlib followed by transformations, interpolation, and measurements of images.
- Get started with Raspberry Pi and Python
- Understand Image Processing with Pillow
- See how image processing is processed using Numpy and Matplotlib
- Use Pi camera and webcam
Different types of filters such as Kernels convolution filters, low pass filters, high pass filters, and Fourier filters are discussed in a clear, methodical manner. Additionally, the book examines various image processing techniques such as Morphology, Thresholding, and Segmentation, followed by a chapter on live webcam input with OpenCV, an image processing library with Python. The book concludes with an appendix covering a new library for image processing with Python, pgmagik, followed by a few important tips and tricks relevant to RPi.
