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 DESCRIPTION The book has beenÊwritten in such a way that the concepts are explained in detail, givingÊadequate emphasis on code examples. To make the topics more comprehensive, screenshotsÊand code samples are furnished extensively throughout the book. The book isÊconceptualized and written in such a wayÊthat the beginner readers will findÊit very easy to understand the concepts and implement the programs. The book also featuresÊthe most current version of Raspberry Pi and associated software with it. ThisÊbook teaches novice beginners how to write interesting image processingÊprograms with scientific Python ecosystem. The book will also be helpful toÊexperienced professionals to make transition toÊrewarding careers inÊscientific Python and computer vision.Ê KEY FEATURES Comprehensive coverage of various aspects ofÊscientific Python and concepts in image processing. Covers various additional topics such as RaspberryÊPi, conda package manager, and Anaconda distribution of Python. Simple language, crystal clear approach, and straightÊforward comprehensible presentation of concepts followed by code examples andÊoutput screenshots. Adopting user-friendly style for explanation ofÊcode examples. WHAT WILL YOU LEARN Raspberry Pi, Python 3 Basics Scientific Python Ecosystem NumPy and Matplotlib Visualization withÊMatplotlib ÊBasic NumPy, Advanced Image Processing with NumPy andÊMatplotlib Getting started with scikit-image Thresholding, Histogram Equalization, andÊTransformations Kernels, Convolution, and Filters Morphological Operations and Image Restoration Noise Removal and Edge Detection Advanced Image Processing Operations WHO THIS BOOK IS FOR StudentsÊpursuing BE/BSc/ME/MSc/BTech/MTech in Computer Science, Electronics,ÊElectrical, and Mathematics PythonÊenthusiasts ComputerÊVision and Image Processing professionals AnyoneÊfond of tinkering with Raspberry Pi ResearchersÊin Computer VisionÊ Table of Contents 1. Concepts in Image Processing 2. Installing Python 3 on Windows 3.Introduction to Raspberry Pi 4. Python 3 Basics 5. Introduction to the Scientific Python Ecosystem 6. Introduction to NumPy and Matplotlib 7. Visualization with Matplotlib 8.Basic Image Processing with NumPy and Matplotlib 9. Advanced Image Processing with NumPy and Matplotlib 10. Getting Started with Scikit-Image 11. Thresholding Histogram Equalization and Transformations 12. Kernels, Convolution and Filters 13. Morphological Operations and Image Restoration 14. Noise Removal and Edge Detection 15. Advanced Image Processing Operations 16. Wrapping Up

Author: Ashwin Pajankar

Publisher: BPB Publications

Publication Date: Sep 04, 2019

Number of Pages: 268 pages

Language: English

Binding: Paperback

ISBN-10: 9388511727

ISBN-13: 9789388511728