Raspberry Pi Image Processing Programming: With NumPy, SciPy, Matplotlib, and OpenCV
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 be...
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Berkeley, CA
Apress L.P.
2022
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| Ausgabe: | 2nd ed. |
| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9781484282700/?ar |
| Zusammenfassung: | 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. 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. |
| Beschreibung: | Print version record |
| Umfang: | 1 Online-Ressource (254 Seiten) |
| ISBN: | 9781484282700 1484282701 |
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| id | ZDB-30-ORH-081847734 |
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| indexdate | 2025-04-10T09:34:59Z |
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| spelling | Pajankar, Ashwin VerfasserIn aut Raspberry Pi Image Processing Programming With NumPy, SciPy, Matplotlib, and OpenCV 2nd ed. Berkeley, CA Apress L.P. 2022 1 Online-Ressource (254 Seiten) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Print version record 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. 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. Image processing Digital techniques Python (Computer program language) Raspberry Pi (Computer) Traitement d'images ; Techniques numériques Python (Langage de programmation) Raspberry Pi (Ordinateur) digital imaging Image processing ; Digital techniques 9781484282694 Erscheint auch als Druck-Ausgabe 9781484282694 |
| spellingShingle | Pajankar, Ashwin Raspberry Pi Image Processing Programming With NumPy, SciPy, Matplotlib, and OpenCV Image processing Digital techniques Python (Computer program language) Raspberry Pi (Computer) Traitement d'images ; Techniques numériques Python (Langage de programmation) Raspberry Pi (Ordinateur) digital imaging Image processing ; Digital techniques |
| title | Raspberry Pi Image Processing Programming With NumPy, SciPy, Matplotlib, and OpenCV |
| title_auth | Raspberry Pi Image Processing Programming With NumPy, SciPy, Matplotlib, and OpenCV |
| title_exact_search | Raspberry Pi Image Processing Programming With NumPy, SciPy, Matplotlib, and OpenCV |
| title_full | Raspberry Pi Image Processing Programming With NumPy, SciPy, Matplotlib, and OpenCV |
| title_fullStr | Raspberry Pi Image Processing Programming With NumPy, SciPy, Matplotlib, and OpenCV |
| title_full_unstemmed | Raspberry Pi Image Processing Programming With NumPy, SciPy, Matplotlib, and OpenCV |
| title_short | Raspberry Pi Image Processing Programming |
| title_sort | raspberry pi image processing programming with numpy scipy matplotlib and opencv |
| title_sub | With NumPy, SciPy, Matplotlib, and OpenCV |
| topic | Image processing Digital techniques Python (Computer program language) Raspberry Pi (Computer) Traitement d'images ; Techniques numériques Python (Langage de programmation) Raspberry Pi (Ordinateur) digital imaging Image processing ; Digital techniques |
| topic_facet | Image processing Digital techniques Python (Computer program language) Raspberry Pi (Computer) Traitement d'images ; Techniques numériques Python (Langage de programmation) Raspberry Pi (Ordinateur) digital imaging Image processing ; Digital techniques |
| work_keys_str_mv | AT pajankarashwin raspberrypiimageprocessingprogrammingwithnumpyscipymatplotlibandopencv |