A Computational Study on Bacterial Cell Images
Parashuram Bannigidad
ISBN 10: 3659890324 ISBN 13: 9783659890321
Published by LAP LAMBERT Academic Publishing, 2016
New
Soft cover
From
moluna, Greven, Germany
Seller rating 5 out of 5 stars
AbeBooks Seller since 9 July 2020
This specific item is no longer available.
About this Item
Description:
Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Bannigidad ParashuramDr. Parashuram Bannigidad, Assistant Professor, Dept. of Computer Science, Rani Channamma University, Belagavi, Karnataka, India. Specialized in Image Processing,Pattern Recognition & Bio-Medical. Published 30 re. Seller Inventory # 158248672
Synopsis:
The book deals with the studies relating to the analysis of images of various bacterial cells, for Gram-staining characterization, identification, classification and cell growth phase analysis and cell division time determination. Several segmentation techniques, namely, color segmentation, edge-based segmentation, thresholding and active contour segmentations, have been used. The geometric features for cell regions are extracted. Different classification techniques, namely, 3, K-NN, Neural Network, fuzzy and neuro-fuzzy classifiers, are used for automatic Gram-characterization, identification and classification of bacterial cells images, which assists the microbiologists for faster, proper diagnosis and treatment of the various diseases. These research contributions are expected to be useful for the design and development of software tools to support biologists and clinicians in their analysis procedures and for implementing the same in automated diagnostic systems. The aspects of bacterial cell growth phase and cell division time determination is useful for automatic drug susceptibility tests conducted during drug design for effective control of disease caused by the bacteria.
About the Author: Dr. Parashuram Bannigidad, Assistant Professor, Dept. of Computer Science, Rani Channamma University, Belagavi, Karnataka, India. Specialized in Image Processing,Pattern Recognition & Bio-Medical. Published 30 research papers and awarded ‘Young Scientist’ from VGST, Govt. of Karnataka. He has Completed 03 research projects funded by VGST and UGC.
"About this title" may belong to another edition of this title.
Bibliographic Details
Title: A Computational Study on Bacterial Cell ...
Publisher: LAP LAMBERT Academic Publishing
Publication Date: 2016
Binding: Soft cover
Condition: New