Raspberry Pi Image Processing Programming: Develop Real-Life Examples with Python, Pillow, and SciPy

Raspberry Pi Image Processing Programming: Develop Real-Life Examples with Python, Pillow, and SciPy

Author
Ashwin Pajankar (auth.)
Publisher
Apress
Language
English
Year
2017
ISBN
978-1-4842-2730-5, 978-1-4842-2731-2
File Type
pdf
File Size
3.8 MiB

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 imageChapter 5: Advanced Pillow Image enhancements Image filtering Colorspace conversionPart 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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