A Computational Study on Bacterial Cell Images
Parashuram Bannigidad
Broschiertes Buch

A Computational Study on Bacterial Cell Images

Digital Image Processing Techniques

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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, identificatio...