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@article{ART001254449},
author={Kim, Kwang-baek and SONG,DOO HEON},
title={Nucleus Recognition of Uterine Cervical Pap-Smears using Fuzzy Reasoning Rule},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2008},
volume={13},
number={3},
pages={179-188}

TY - JOUR
AU - Kim, Kwang-baek
AU - SONG,DOO HEON
TI - Nucleus Recognition of Uterine Cervical Pap-Smears using Fuzzy Reasoning Rule
JO - Journal of The Korea Society of Computer and Information
PY - 2008
VL - 13
IS - 3
PB - The Korean Society Of Computer And Information
SP - 179
EP - 188
SN - 1598-849X
AB - In this paper, we apply a set of algorithms to classify normal and cancer nucleus from uterine cervical pap-smear images. First, we use lightening compensation algorithm to restore color images that have defamation through the process of obtaining 1400 microscope magnification. Then, we remove the background from images with the histogram distributions of RGB regions. We extract nucleus areas from candidates by applying histogram brightness, Kapur method, and our own 8-direction contour tracing algorithm. Various binarization, cumulative entropy, masking algorithms are used in that process. Then, we are able to recognize normal and cancer nucleus from those areas by using three morphological features - directional information, the size of nucleus, and area ratio - with fuzzy membership functions and deciding rules we devised. The experimental result shows our method has low false recognition rate.
KW - uterine cervical cytodiagnosis;morphologic features;cancer nucleus;Kapur method;8-direction contour tracing algorithm
DO -
UR -
ER -

Kim, Kwang-baek and SONG,DOO HEON. (2008). Nucleus Recognition of Uterine Cervical Pap-Smears using Fuzzy Reasoning Rule. Journal of The Korea Society of Computer and Information, 13(3), 179-188.

Kim, Kwang-baek and SONG,DOO HEON. 2008, "Nucleus Recognition of Uterine Cervical Pap-Smears using Fuzzy Reasoning Rule", Journal of The Korea Society of Computer and Information, vol.13, no.3 pp.179-188.

Kim, Kwang-baek, SONG,DOO HEON "Nucleus Recognition of Uterine Cervical Pap-Smears using Fuzzy Reasoning Rule" Journal of The Korea Society of Computer and Information 13.3 pp.179-188 (2008) : 179.

Kim, Kwang-baek, SONG,DOO HEON. Nucleus Recognition of Uterine Cervical Pap-Smears using Fuzzy Reasoning Rule. 2008; 13(3), 179-188.

Kim, Kwang-baek and SONG,DOO HEON. "Nucleus Recognition of Uterine Cervical Pap-Smears using Fuzzy Reasoning Rule" Journal of The Korea Society of Computer and Information 13, no.3 (2008) : 179-188.

Kim, Kwang-baek; SONG,DOO HEON. Nucleus Recognition of Uterine Cervical Pap-Smears using Fuzzy Reasoning Rule. Journal of The Korea Society of Computer and Information, 13(3), 179-188.

Kim, Kwang-baek; SONG,DOO HEON. Nucleus Recognition of Uterine Cervical Pap-Smears using Fuzzy Reasoning Rule. Journal of The Korea Society of Computer and Information. 2008; 13(3) 179-188.

Kim, Kwang-baek, SONG,DOO HEON. Nucleus Recognition of Uterine Cervical Pap-Smears using Fuzzy Reasoning Rule. 2008; 13(3), 179-188.

Kim, Kwang-baek and SONG,DOO HEON. "Nucleus Recognition of Uterine Cervical Pap-Smears using Fuzzy Reasoning Rule" Journal of The Korea Society of Computer and Information 13, no.3 (2008) : 179-188.