RASPBERRY PI IMAGE PROCESSING PROGRAMMING: DEVELOP REAL-LIFE EXAMPLES WITH PYTHON, PILLOW, AND SCIPY

by Ashwin Pajankar

Raspberry Pi Digital Image Processing ProgrammingPart Raspberry Pi and pillowChapter 1: Getting Started Single Board Computers History of Single board computers Raspberry Pi 3 Setup Connecting Raspberry Pi to internet Introduction to RaspbianChapter 2: Python and Digital Image Processing
Introduction to Python Python 2 vs Python 3 Why Python 3 Various Python Editors Concept of Digital Signal and Image ProcessingChapter 3: PIL, pillow, matplotlib, images, and cameras
Introduction to PIL Why one should not use PIL Introduction to pillow Installation of pillow Installation of matplotlib Working with images and various camerasChapter 4: Basic Image processing operations
Concepts related to Images Cutting, copying, and pasting images Image Channels Calculating Histograms Arithmetic and logical operations on image
Chapter 5: Advanced Pillow Image enhancements Image filtering Colorspace conversion


Part Scientific Image Processing with Python 3Chapter 6: Introduction to numpy and scipy Installation of Numpy and Scipy Introduction to scipy.misc Images in NumpyChapter 7: Basic Image processing with scipy.ndimage Image transformations

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Published January 1, 2020