Digital image processing and analysis : applications with MATLAB and CVIPtools

書誌事項

Digital image processing and analysis : applications with MATLAB and CVIPtools

Scott E Umbaugh

CRC Press, c2018

3rd ed

  • : hardback

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

Digital image processing and analysis is a field that continues to experience rapid growth, with applications in many facets of our lives. Areas such as medicine, agriculture, manufacturing, transportation, communication systems, and space exploration are just a few of the application areas. This book takes an engineering approach to image processing and analysis, including more examples and images throughout the text than the previous edition. It provides more material for illustrating the concepts, along with new PowerPoint slides. The application development has been expanded and updated, and the related chapter provides step-by-step tutorial examples for this type of development. The new edition also includes supplementary exercises, as well as MATLAB-based exercises, to aid both the reader and student in development of their skills.

目次

Preface Acknowledgments Author Section I Introduction to Digital Image Processing and Analysis 1 Digital Image Processing and Analysis 2 Digital Image Processing Systems Section II Digital Image Analysis and Computer Vision 3 Introduction to Digital Image Analysis 4 Segmentation and Edge/Line Detection 5 Discrete Transforms 6 Feature Analysis and Pattern Classification Section III Digital Image Processing and Human Vision 7 Digital Image Processing and Visual Perception 8 Image Enhancement 9 Image Restoration and Reconstruction 10 Image Compression Section IV Application Development with the Matlab CVIP Toolbox and CVIPtools 11 Matlab CVIP Toolbox and CVIPlab 12 Application Development Appendices Index

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