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Image operators : image processing in Python /

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This book will provide a unified theoretical foundation of image analysis procedures with accompanied Python computer scripts to precisely describe the steps in image processing applications. Linkage between required scripts and theory through operators will be presented. Readers will be able to qui...

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Bibliographic Details
Main Author: Kinser, Jason M., 1962- (Author)
Corporate Author: Taylor & Francis
Format: eBook
Language:English
Published: Boca Raton, FL : CRC Press/Taylor and Francis Group, [2018]
Edition:First edition.
Subjects:
Image processing > Digital techniques.
Python (Computer program language)
COMPUTERS / General.
TECHNOLOGY / Imaging Systems
TECHNOLOGY / Electricity
MATHEMATICS / Arithmetic
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Part I
  • Image Operators
  • Operator Nomenclature
  • Scripting in Python
  • Digital Images
  • Color
  • Part II Image Space Manipulations
  • Geometric Transformations
  • Image Morphing
  • Principle Component Analysis
  • Eigenimages
  • Part III Frequency Space Manipulations
  • Image Frequencies
  • Filtering in Frequency Space
  • Correlations
  • Part IV Texture and Shape
  • Edge Detection
  • Hough Transforms
  • Noise
  • Texture Recognition
  • Gabor Filtering
  • Describing Shape
  • Part V Basis
  • Basis Sets
  • Pulse Images and Autowaves.