Analysis of Oriented Texture with application to the Detection of Architectural Distortion in Mammograms
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Analysis of Oriented Texture with application to the Detection of Architectural Distortion in Mammograms

Fábio J Ayres, Rangaraj M Rangayyan, J. E. Leo Desautels

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eBook - PDF

Analysis of Oriented Texture with application to the Detection of Architectural Distortion in Mammograms

Fábio J Ayres, Rangaraj M Rangayyan, J. E. Leo Desautels

Book details
Table of contents
Citations

About This Book

The presence of oriented features in images often conveys important information about the scene or the objects contained; the analysis of oriented patterns is an important task in the general framework of image understanding. As in many other applications of computer vision, the general framework for the understanding of oriented features in images can be divided into low- and high-level analysis. In the context of the study of oriented features, low-level analysis includes the detection of oriented features in images; a measure of the local magnitude and orientation of oriented features over the entire region of analysis in the image is called the orientation field. High-level analysis relates to the discovery of patterns in the orientation field, usually by associating the structure perceived in the orientation field with a geometrical model. This book presents an analysis of several important methods for the detection of oriented features in images, and a discussion of the phase portrait method for high-level analysis of orientation fields. In order to illustrate the concepts developed throughout the book, an application is presented of the phase portrait method to computer-aided detection of architectural distortion in mammograms. Table of Contents: Detection of Oriented Features in Images / Analysis of Oriented Patterns Using Phase Portraits / Optimization Techniques / Detection of Sites of Architectural Distortion in Mammograms

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Yes, you can access Analysis of Oriented Texture with application to the Detection of Architectural Distortion in Mammograms by Fábio J Ayres, Rangaraj M Rangayyan, J. E. Leo Desautels in PDF and/or ePUB format, as well as other popular books in Technologie et ingénierie & Ingénierie. We have over one million books available in our catalogue for you to explore.

Information

Publisher
Springer
Year
2022
ISBN
9783031016479
Topic
Technologie et ingénierie
Subtopic
Ingénierie

Table of contents

  1. Cover
  2. Copyright Page
  3. Title Page
  4. Contents
  5. Preface
  6. Detection of Oriented Features in Images
  7. Analysis of Oriented Patterns Using Phase Portraits
  8. Optimization Techniques
  9. Detection of Sites of Architectural Distortion in Mammograms
  10. Computer-aided diagnosis of breast cancer
  11. Event detection in medical images
  12. Bibliography
  13. Authors' Biographies
  14. Index
Citation styles for Analysis of Oriented Texture with application to the Detection of Architectural Distortion in Mammograms

APA 6 Citation

Ayres, F., & Rangayyan, R. (2010). Analysis of Oriented Texture with application to the Detection of Architectural Distortion in Mammograms ([edition unavailable]). Springer International Publishing. Retrieved from https://www.perlego.com/book/3706028/analysis-of-oriented-texture-with-application-to-the-detection-of-architectural-distortion-in-mammograms-pdf (Original work published 2010)

Chicago Citation

Ayres, Fabio, and Rangaraj Rangayyan. (2010) 2010. Analysis of Oriented Texture with Application to the Detection of Architectural Distortion in Mammograms. [Edition unavailable]. Springer International Publishing. https://www.perlego.com/book/3706028/analysis-of-oriented-texture-with-application-to-the-detection-of-architectural-distortion-in-mammograms-pdf.

Harvard Citation

Ayres, F. and Rangayyan, R. (2010) Analysis of Oriented Texture with application to the Detection of Architectural Distortion in Mammograms. [edition unavailable]. Springer International Publishing. Available at: https://www.perlego.com/book/3706028/analysis-of-oriented-texture-with-application-to-the-detection-of-architectural-distortion-in-mammograms-pdf (Accessed: 15 October 2022).

MLA 7 Citation

Ayres, Fabio, and Rangaraj Rangayyan. Analysis of Oriented Texture with Application to the Detection of Architectural Distortion in Mammograms. [edition unavailable]. Springer International Publishing, 2010. Web. 15 Oct. 2022.