Skip to main content
SpringerLink
Log in
Apress

Raspberry Pi Image Processing Programming

With NumPy, SciPy, Matplotlib, and OpenCV

  • Book
  • © 2022
  • Latest edition

Overview

Authors:
  1. Ashwin Pajankar

    1. Nashik, India

    View author publications

    You can also search for this author in PubMed   Google Scholar

  • Covers all the libraries like Pillow, NumPy, Matplotlib, SciPy for image processing
  • Covers webcam capture with OpenCV for live webcam image video processing
  • Provides plenty of engaging and interactive Python 3 code examples that demonstrate the concepts learned

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 16.99 USD 39.99
Discount applied Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 16.99 USD 54.99
Discount applied Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (10 chapters)

  1. Front Matter

    Pages i-xviii
    Download chapter PDF

  2. Introduction to Single-Board Computers and Raspberry Pi

    • Ashwin Pajankar
    Pages 1-30

  3. Introduction to Python and Digital Image Processing

    • Ashwin Pajankar
    Pages 31-50

  4. Getting Started

    • Ashwin Pajankar
    Pages 51-67

  5. Basic Operations on Images

    • Ashwin Pajankar
    Pages 69-90

  6. Advanced Operations on Images

    • Ashwin Pajankar
    Pages 91-112

  7. Introduction to the Scientific Python Ecosystem

    • Ashwin Pajankar
    Pages 113-127

  8. Transformations and Measurements

    • Ashwin Pajankar
    Pages 129-143

  9. Filters

    • Ashwin Pajankar
    Pages 145-167

  10. Morphology, Thresholding, and Segmentation

    • Ashwin Pajankar
    Pages 169-188

  11. Video Processing

    • Ashwin Pajankar
    Pages 189-221

  12. Back Matter

    Pages 223-245
    Download chapter PDF
Back to top

Keywords

About this book

Understand the concepts of image processing with Python 3 and create applications using Raspberry Pi 4. This book covers image processing with the latest release of Python 3, using Raspberry Pi OS and Raspberry Pi 4B with the 8 GB RAM model as the preferred computing platform.


This second edition begins with the installation of Raspberry Pi OS on the latest model of Raspberry Pi and then introduces Python programming language, IDEs for Python, and digital image processing. It also illustrates the theoretical foundations of Image processing followed by advanced operations in image processing. You'll then review image processing with NumPy, and Matplotlib followed by transformations, interpolation, and measurements of images. 


Different types of filters such as Kernels convolution filters, low pass filters, high pass filters, and Fourier filters are discussed in a clear, methodical manner. Additionally, the book examines variousimage processing techniques such as Morphology, Thresholding, and Segmentation, followed by a chapter on live webcam input with OpenCV, an image processing library with Python. The book concludes with an appendix covering a new library for image processing with Python, pgmagik, followed by a few important tips and tricks relevant to RPi.


What You'll Learn

  • Get started with Raspberry Pi and Python
  • Understand Image Processing with Pillow
  • See how image processing is processed using Numpy and Matplotlib
  • Use Pi camera and webcam

Who This Book Is For


Raspberry Pi and IoT enthusiasts, and Python and Open Source professionals 




Authors and Affiliations

  • Nashik, India

    Ashwin Pajankar

About the author

Ashwin Pajankar earned a Master of Technology in Computer Science Engineering from IIIT Hyderabad and has over 25 years of programming experience. He started his journey in programming and electronics at the tender age of 7 with a MS-DOS computer and BASIC programming language. He is now proficient in Assembly programming, C, C++, Java, Shell Scripting, JavaScript, Go Programming, HTML, and Python. His other technical expertise includes single board computers such as Raspberry Pi and Banana Pro, and microcontroller boards (Arduino), and embedded boards (BBC Micro Bit). He has worked extensively on domains such as Software/Product Testing, Software Automation, Databases, Data Analytics, Computer Vision, and Web Development.

Ashwin is currently a freelance online instructor teaching programming and electronics to more than 8200 professionals. He also regularly conducts live programming boot camps for software professionals. His growing Youtubechannel has an audience of more than 11000 subscribers. He has published more than 20 books on programming and electronics with many international publications, including Apress and regularly reviews books on programming written by other authors.

 




Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation