Python 3 Image Processing: Learn Image Processing with Python 3, NumPy, Matplotlib, and Scikit-image - Softcover

Pajankar, Ashwin

 
9789388511728: Python 3 Image Processing: Learn Image Processing with Python 3, NumPy, Matplotlib, and Scikit-image
Softcover
ISBN 10: 9388511727 ISBN 13: 9789388511728
Verlag: BPB PUBLICATIONS, 2019

Inhaltsangabe

Gain a working knowledge of practical image processing and with scikit-image.

Key Features

  • Comprehensive coverage of various aspects of scientific Python and concepts in image processing.
  • Covers various additional topics such as Raspberry Pi, conda package manager, and Anaconda distribution of Python.
  • Simple language, crystal clear approach, and straight forward comprehensible presentation of concepts followed by code examples and output screenshots.
  • Adopting user-friendly style for explanation of code examples.

    • Description
    The book has been written in such a way that the concepts are explained in detail, giving adequate emphasis on code examples. To make the topics more comprehensive, screenshots and code samples are furnished extensively throughout the book. The book is conceptualized and written in such a way that the beginner readers will find it very easy to understand the concepts and implement the programs.
    The book also features the most current version of Raspberry Pi and associated software with it. This book teaches novice beginners how to write interesting image processing programs with scientific Python ecosystem. The book will also be helpful to experienced professionals to make transition to rewarding careers in scientific Python and computer vision.

    What Will You Learn
  • Raspberry Pi, Python 3 Basics
  • Scientific Python Ecosystem
  • NumPy and Matplotlib
  • Visualization with Matplotlib
  • Basic NumPy, Advanced Image Processing with NumPy and Matplotlib
  • Getting started with scikit-image
  • Thresholding, Histogram Equalization, and Transformations
  • Kernels, Convolution, and Filters
  • Morphological Operations and Image Restoration
  • Noise Removal and Edge Detection
  • Advanced Image Processing Operations

    • Who This Book Is For
  • Students pursuing BE/BSc/ME/MSc/BTech/MTech in Computer Science, Electronics, Electrical, and Mathematics
  • Python enthusiasts
  • Computer Vision and Image Processing professionals
  • Anyone fond of tinkering with Raspberry Pi
  • Researchers in Computer Vision

    • Table of Contents
  • Concepts in Image Processing
  • Installing Python 3 on Windows
  • Introduction to Raspberry Pi
  • Python 3 Basics
  • Introduction to the Scientific Python Ecosystem
  • Introduction to NumPy and Matplotlib
  • Visualization with Matplotlib
  • Basic Image Processing with NumPy and Matplotlib
  • Advanced Image Processing with NumPy and Matplotlib
  • Getting Started with Scikit-Image
  • Thresholding Histogram Equalization and Transformations
  • Kernels, Convolution and Filters
  • Morphological Operations and Image Restoration
  • Noise Removal and Edge Detection
  • Advanced Image Processing Operations
  • Wrapping Up

    • About the Author
    ASHWIN PAJANKAR is a polymath. He has more than two decades of programming experience. He is a Science Popularizer, a Programmer, a Maker, an Author, and a Youtuber. He is passionate about STEM .
    (Science-Technology-Education-Mathematics) education. He is also a freelance software developer and technology trainer. He graduated from IIIT Hyderabad with M.Tech. in Computer Science and Engineering. He has worked in a few multinational corporations including Cisco Systems and Cognizant for more than a decade.

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    Über die Autorin bzw. den Autor

    Ashwin Pajankar is an author, a YouTuber, and an instructor. He graduated from the International Institute of Information Technology, Hyderabad, with an MTech in Computer Science and Engineering. He has been writing programs for over two and a half decades. He is proficient in Linux, Unix shell scripting, C, C++, Java, JavaScript, Python, PowerShell, Golang, HTML, and assembly language. He has worked on single-board computers such as Raspberry Pi and Banana Pro. He is also proficient with microcontroller boards such as Arduino and the BBC Micro:bit. He is currently self-employed and teaches on Udemy and YouTube. He also organizes programming boot camps for working professionals and software companies.

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    Verlag
    BPB PUBLICATIONS
    Erscheinungsdatum
    2019
    Sprache
    Englisch
    ISBN 10 
    9388511727
    ISBN 13 
    9789388511728
    Einband
    Taschenbuch
    Anzahl der Seiten
    187
    Kontakt zum Hersteller
    Nicht verfügbar
    Verantwortliche Person
    gpsr@libri.de
    gpsr@libri.de

    Europaallee 1
    Bad Hersfeld
    36244
    Deutschland