Raspberry Pi Image Processing Programming : Develop Real-Life Examples with Python, Pillow, and SciPy （1st）

Pajankar, Ashwin

APress（2017/03発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 126 p.
• 言語 ENG
• 商品コード 9781484227305
• DDC分類 004

Full Description

Write your own Digital Image Processing programs with the use of pillow, scipy.ndimage, and matplotlib in Python 3 with Raspberry Pi 3 as the hardware platform. This concise quick-start guide provides working code examples and exercises. Learn how to interface Raspberry Pi with various image sensors.
What You'll Learn

Understand Raspberry Pi concepts and setup

Understand digital image processing concepts

Study pillow, the friendly PIL fork

Explore scipy.ndimage and matplotlib

Master use of the Pi camera and webcam

Who This Book Is For
Raspberry Pi and IoT enthusiasts, digital image processing enthusiasts, Python and Open Source enthusiasts and professionals

Contents

Raspberry Pi Digital Image Processing ProgrammingPart I: 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 II: 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<• MeasurementsChapter 8: Advance topics• Morphology• FiltersChapter 9: Advanced Matplotlib• Detailed explanation of interpolation modes• Basic image processing with matplotlib alone