Название: Python 3 Image Processing: Learn Image Processing with Python 3, NumPy, Matplotlib, and Scikit-image
Автор: Ashwin Pajankar
Издательство: BPB Publication
Год: 2019
Страниц: 139
Язык: английский
Формат: pdf
Размер: 10.1 MB

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