Image classification of microscopic colonic images using textural properties and KSOM

L.A. Gan Lim; Raouf Naguib; E.P. Dadios; J.M.C. Avila

doi:10.1504/IJBET.2010.032698

Image classification of microscopic colonic images using textural properties and KSOM

L.A. Gan Lim, Raouf Naguib, E.P. Dadios, J.M.C. Avila

Research output: Contribution to journal › Article

Original language	English
Pages (from-to)	308-318
Journal	International Journal of Biomedical Engineering and Technology
Volume	3
Issue number	3-4
DOIs	https://doi.org/10.1504/IJBET.2010.032698
Publication status	Published - 2010

Bibliographical note

The full text of this item is not available from the repository.

Keywords

KSOM
Kohonen self-organising maps
GLCMs
grey-level co-occurrence matrices
texture properties
colonic images
image classification
microscopic images
colorectal cancer
histopathological images
biopsy samples

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1504/IJBET.2010.032698

Cite this

@article{9c80b52aa1ac4b3589b6501b2b95a9c5,

title = "Image classification of microscopic colonic images using textural properties and KSOM",

keywords = "KSOM, Kohonen self-organising maps, GLCMs, grey-level co-occurrence matrices, texture properties, colonic images, image classification, microscopic images, colorectal cancer, histopathological images, biopsy samples",

author = "{Gan Lim}, L.A. and Raouf Naguib and E.P. Dadios and J.M.C. Avila",

note = "The full text of this item is not available from the repository.",

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language = "English",

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journal = "International Journal of Biomedical Engineering and Technology",

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AU - Gan Lim, L.A.

AU - Naguib, Raouf

AU - Dadios, E.P.

AU - Avila, J.M.C.

N1 - The full text of this item is not available from the repository.

PY - 2010

Y1 - 2010

KW - KSOM

KW - Kohonen self-organising maps

KW - GLCMs

KW - grey-level co-occurrence matrices

KW - texture properties

KW - colonic images

KW - image classification

KW - microscopic images

KW - colorectal cancer

KW - histopathological images

KW - biopsy samples

U2 - 10.1504/IJBET.2010.032698

DO - 10.1504/IJBET.2010.032698

M3 - Article

SN - 1752-6418

SN - 1752-6426

VL - 3

SP - 308

EP - 318

JO - International Journal of Biomedical Engineering and Technology

JF - International Journal of Biomedical Engineering and Technology

IS - 3-4

ER -