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Processing of Hyperspectral Medical Images

Applications in Dermatology Using Matlab®

  • Book
  • © 2017

Overview

Authors:
  1. Robert Koprowski

    1. Department of Biomedical Computer Systems, Institute of Computer Science, University of Silesia, Sosnowiec, Poland

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  • Introduces methods of analysis and processing of hyperspectral medical images which have been tested in practice in the Matlab® environment
  • Presents the applied source code and describes it in detail
  • Can also be used to teach advanced engineering students in fields related to computer science

Part of the book series: Studies in Computational Intelligence (SCI, volume 682)

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Table of contents (7 chapters)

  1. Front Matter

    Pages i-xiii
    Download chapter PDF

  2. Introduction

    • Robert Koprowski
    Pages 1-12

  3. Image Acquisition

    • Robert Koprowski
    Pages 13-19

  4. Image Pre-Processing

    • Robert Koprowski
    Pages 21-38

  5. Image Processing

    • Robert Koprowski
    Pages 39-82

  6. Classification

    • Robert Koprowski
    Pages 83-109

  7. Sensitivity to Parameter Changes

    • Robert Koprowski
    Pages 111-121

  8. Conclusions

    • Robert Koprowski
    Pages 123-123

  9. Back Matter

    Pages 125-127
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Keywords

About this book

This book presents new methods of analyzing and processing hyperspectral medical images, which can be used in diagnostics, for example for dermatological images. The algorithms proposed are fully automatic and the results obtained are fully reproducible. Their operation was tested on a set of several thousands of hyperspectral images and they were implemented in Matlab. The presented source code can be used without licensing restrictions. This is a valuable resource for computer scientists, bioengineers, doctoral students, and dermatologists interested in contemporary analysis methods.

Authors and Affiliations

  • Department of Biomedical Computer Systems, Institute of Computer Science, University of Silesia, Sosnowiec, Poland

    Robert Koprowski

Bibliographic Information

  • Book Title: Processing of Hyperspectral Medical Images

  • Book Subtitle: Applications in Dermatology Using Matlab®

  • Authors: Robert Koprowski

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-319-50490-2

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2017

  • Hardcover ISBN: 978-3-319-50489-6Published: 16 December 2016

  • Softcover ISBN: 978-3-319-84410-7Published: 05 July 2018

  • eBook ISBN: 978-3-319-50490-2Published: 01 December 2016

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XIII, 127

  • Number of Illustrations: 2 b/w illustrations, 54 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence, Dermatology

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