Cellular Image Classification

• Κύριοι συγγραφείς: Xu, Xiang (Συγγραφέας), Wu, Xingkun (Συγγραφέας), Lin, Feng (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Θέματα: Engineering.; Pattern recognition.; Biomathematics.; Signal, Image and Speech Processing.; Pattern Recognition.; Physiological, Cellular and Medical Topics.

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...

Πίνακας περιεχομένων:

• 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.