Raspberry Pi image processing programming : with NumPy, SciPy, Matplotlib and OpenCV / Ashwin Pajankar.
Pajankar, Ashwin, author.
2022
TA1637
Available Online

Linked e-resources

Linked Resource
Online Access
Concurrent users
Unlimited
Authorized users
Authorized users
Document Delivery Supplied
Can lend chapters, not whole ebooks

Details

Title
Raspberry Pi image processing programming : with NumPy, SciPy, Matplotlib and OpenCV / Ashwin Pajankar.
Author
Pajankar, Ashwin, author.
Edition
Second edition.
ISBN
9781484282700 (electronic bk.)
1484282701 (electronic bk.)
9781484282694
1484282698
DOI
https://doi.org/10.1007/978-1-4842-8270-0
Published
New York : Apress, 2022.
Language
English
Description
1 online resource (1 volume) : illustrations (black and white, and color).
Item Number
10.1007/978-1-4842-8270-0 doi
Call Number
TA1637
Dewey Decimal Classification
005.133
Summary
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 various image 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.
Access Note
Access limited to authorized users.
Source of Description
Description based on print version record.
Available in Other Form
Raspberry Pi image processing programming.
Linked Resources
Online Access
Record Appears in
Online Resources > Ebooks
All Resources
Chapter 1: Introduction to Single Board Computers and RPi
Chapter 2: Introduction to Python and Digital Image Processing
Chapter 3: Getting Started with Image Processing
Chapter 4: Basic Operations on Images
Chapter 5: Advanced Operations on Images
Chapter 6: Scientific Python
Chapter 7: Transformations, Interpolation, and Measurements
Chapter 8: Filters and their Application
Chapter 9: Morphology, Thresholding, and Segmentation
Chapter 10: pgmagik.

Browse Subjects

Show more subjects...

Statistics

from
to
Export