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

Pajankar, Ashwin

Softcover

ISBN 10: 1484227301 ISBN 13: 9781484227305

Verlag: Apress, 2017

Inhaltsangabe

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

Über diesen Titel

Über die Autorin bzw. den Autor

Ashwin Pajankar is a Programmer, a Maker, an Author, a Youtuber, and an Educator with more than 10 years' experience in software design, development, testing, and automation. He graduated from the coveted IIIT Hyderabad, earning an M.Tech in computer science and engineering. He holds multiple professional certifications from Oracle, IBM, Teradata, and ISTQB in development, databases, and testing. He has won several awards in college through outreach initiatives, at work for technical achievements, and community service through corporate social responsibility programs.

Von der hinteren Coverseite

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 Will 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

Details zur Ausgabe

• Verlag: Apress
• Erscheinungsdatum: 2017
• ISBN 10: 1484227301
• ISBN 13: 9781484227305
• Einband: Tapa blanda
• Sprache: Englisch
• Anzahl der Seiten: 148
• Kontakt zum Hersteller: Nicht verfügbar