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

Pajankar, Ashwin

Softcover

ISBN 10: 1484227328 ISBN 13: 9781484227329

Publisher: Apress, 2017

Synopsis

Raspberry Pi Digital Image Processing Programming

Part I: Raspberry Pi and pillow

Chapter 1: Getting Started

• Single Board Computers

• History of Single board computers

• Raspberry Pi 3 Setup

• Connecting Raspberry Pi to internet

• Introduction to Raspbian

Chapter 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 Processing

Chapter 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 cameras

Chapter 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 II: Scientific Image Processing with Python 3

Chapter 6: Introduction to numpy and scipy

• Installation of Numpy and Scipy

• Introduction to scipy.misc

• Images in Numpy

Chapter 7: Basic Image processing with scipy.ndimage

• Image transformations<

• Measurements

Chapter 8: Advance topics

• Morphology

• Filters

Chapter 9: Advanced Matplotlib

• Detailed explanation of interpolation modes

• Basic image processing with matplotlib alone

Edition details

• Publisher: Apress
• Publication date: 2017
• ISBN 10: 1484227328
• ISBN 13: 9781484227329
• Binding: Paperback
• Language: English
• Number of pages: 148