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Modeling and Analysis of Shape with Applications in Computer-aided Diagnosis of Breast Cancer

Part of the Synthesis Lectures on Biomedical Engineering Book Series

DOI: 10.1007/978-3-031-79429-2

ISBN: 978-3-031-79428-5

Publisher: Springer International Publishing - Springer Journals

Jan 1, 2011

1 - 4 of 4 Chapters

LitStream

Chapter 1Analysis of Shape

Guliato, Denise; Rangayyan, Rangaraj M.

Pages: 1 –7
LitStream

Chapter 2Polygonal Modeling of Contours

Guliato, Denise; Rangayyan, Rangaraj M.

Pages: 9 –39

[`The problem of polygonal approximation or polygonal modeling of a contour may be stated as finding the vertices of a polygon along the contour in such a way that the result is a good approximation of the original contour [5, 6]. The available methods for vertex detection and polygonal...
LitStream

Chapter 3Shape Factors for Pattern Classification

Guliato, Denise; Rangayyan, Rangaraj M.

Pages: 41 –52

[In this chapter, we describe the derivation of several measures of shape complexity from contours and their TAFs. The first two sections describe methods for the derivation of shape features from TAFs. The third section presents a brief review of a few shape factors of contours proposed in...
LitStream

Chapter 4Classification of Breast Masses

Guliato, Denise; Rangayyan, Rangaraj M.

Pages: 53 –64

[In this chapter, the results of application of the shape factors SITA, XRTA, CXTA, CVTA, FDTA, and FDdTA, described in Chapter 3, to contours of breast lesions as seen in mammograms are presented, with the aim of evaluating their performance in the classification of breast masses for CAD of...

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