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

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

  • Author:Ashwin Pajankar
  • Length: 187 pages
  • Edition: 1
  • Publisher: BPB Publications
  • Publication Date: 2019-06-07
  • ISBN-10: 9388511727
  • ISBN-13: 9789388511728
  • Sales Rank: #1572993 (See Top 100 Books)
  • Download:Register/Login to Download
  • Buy Print:Buy from amazon


    Book Description

    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

    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.

    中文:

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

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

    Key Features

    • 全面涵盖了科学巨蟒的各个方面和图像处理中的概念。
    • 涵盖了各种其他主题,如Raspberry PI、Conda包管理器和Python的Anaconda发行版。
    • 简单的语言,清晰的方法,直截了当的概念表达,然后是代码示例和输出截图。
    • 采用人性化风格的代码示例讲解。

    Description
    这本书的写作方式是对概念进行了详细的解释,充分强调了代码示例。为了使主题更加全面,本书提供了大量的屏幕截图和代码示例。这本书是概念化的,以这样一种方式写成,初学者读者会发现理解概念和实现程序非常容易。
    这本书还以最新版本的Raspberry Pi和相关软件为特色。本书教新手如何用科学的Python生态系统编写有趣的图像处理程序。这本书也将帮助有经验的专业人士过渡到科学巨蟒和计算机视觉领域的有价值的职业。

    你会学到什么?

    • Raspberry Pi, Python 3 Basics
    • 科学巨蟒生态系统
    • NumPy和Matplotlib
    • 用Matplotlib实现可视化
    • 基本NumPy,使用NumPy和Matplotlib进行高级图像处理
    • SCRICKIT-IMAGE入门
    • 阈值、直方图均衡化和变换
    • 核、卷积和滤镜
    • 形态运算与图像恢复
    • 噪声去除与边缘检测
    • 高级图像处理操作

    这本书是为谁写的

    • 攻读计算机科学、电子、电气和数学的BE/BSC/ME/MSc/BTech/Mtech的学生
    • Python enthusiasts
    • 计算机视觉与图像处理专业
    • Anyone fond of tinkering with Raspberry Pi
    • 计算机视觉研究人员

    About the Author
    阿什温·帕扬卡是一名博学者。他有二十多年的编程经验。他是科学普及者、程序员、制造者、作家和YouTube用户。他对STEM充满热情。
    (科学-技术-教育-数学)教育。他还是一名自由软件开发人员和技术培训师。他毕业于海得拉巴理工学院理工学院。计算机科学与工程专业。他在包括思科系统和Cognizant在内的几家跨国公司工作了十多年。

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