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.

UN SDGs

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

SDG 3 Good Health and Well-being

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

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.",

year = "2010",

doi = "10.1504/IJBET.2010.032698",

language = "English",

volume = "3",

pages = "308--318",

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

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publisher = "Inderscience Publishers",

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T1 - Image classification of microscopic colonic images using textural properties and KSOM

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 -