Cellular Image Classification

Cellular Image Classification by Xiang Xu, Xingkun Wu, Feng Lin.

This book introduces new techniques for cellular image feature extraction, pattern recognition and classification. The authors use the antinuclear antibodies (ANAs) in patient serum as the subjects and the Indirect Immunofluorescence (IIF) technique as the imaging protocol to illustrate the applicat...

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Bibliographic Details
Main Authors: Xu, Xiang (Author), Wu, Xingkun (Author), Lin, Feng (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edition:1st ed. 2017.
Series:Springer eBook Collection.
Subjects:
Signal processing.
Image processing.
Speech processing systems.
Pattern recognition.
Biomathematics.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • Introduction
  • Fundamentals
  • Optical Systems for Cellular Imaging
  • Image Representation with Bag-of-Words
  • Image Coding
  • Encoding Image Features
  • Defining Feature Space for Image Classification
  • Conclusions and Perspectives.

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