Segmentation of wounds using gradient vector flow

Haneul Lee; Byung Uk Lee; Junhee Park; Wookyung Sun; Byungho Oh; Sejung Yang

doi:10.1109/ICIIBMS.2015.7439552

Segmentation of wounds using gradient vector flow

Haneul Lee, Byung Uk Lee, Junhee Park, Wookyung Sun, Byungho Oh, Sejung Yang

Electronic and Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Scopus citations

Abstract

Quantitative analysis of skin wound is critical in objective evaluation of a therapy. In this paper, a robust wound segmentation method is presented. The proposed method uses gradient vector flow (GVF), therefore, the segmentation is quite stable to variation of color characteristics of a camera used for image capture or illumination.

Original language	English
Title of host publication	ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	390-391
Number of pages	2
ISBN (Electronic)	9781479985623
DOIs	https://doi.org/10.1109/ICIIBMS.2015.7439552
State	Published - 22 Mar 2016
Event	International Conference on Intelligent Informatics and Biomedical Sciences, ICIIBMS 2015 - Okinawa, Japan Duration: 28 Nov 2015 → 30 Nov 2015

Publication series

Name	ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences

Conference

Conference	International Conference on Intelligent Informatics and Biomedical Sciences, ICIIBMS 2015
Country/Territory	Japan
City	Okinawa
Period	28/11/15 → 30/11/15

Bibliographical note

Funding Information:
This work was supported by the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education, Science and Technology (2012-R1A1A3013525 and 2013- R1A2A2A04015894).

Publisher Copyright:
© 2015 IEEE.

Keywords

image segmentation
linear discriminant analysis
skin wound

Access to Document

10.1109/ICIIBMS.2015.7439552

Cite this

Lee, H., Lee, B. U., Park, J., Sun, W., Oh, B., & Yang, S. (2016). Segmentation of wounds using gradient vector flow. In ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences (pp. 390-391). Article 7439552 (ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICIIBMS.2015.7439552

@inproceedings{6c232b16cb25449c90ba95707324f2f3,

title = "Segmentation of wounds using gradient vector flow",

abstract = "Quantitative analysis of skin wound is critical in objective evaluation of a therapy. In this paper, a robust wound segmentation method is presented. The proposed method uses gradient vector flow (GVF), therefore, the segmentation is quite stable to variation of color characteristics of a camera used for image capture or illumination.",

keywords = "image segmentation, linear discriminant analysis, skin wound",

author = "Haneul Lee and Lee, {Byung Uk} and Junhee Park and Wookyung Sun and Byungho Oh and Sejung Yang",

note = "Funding Information: This work was supported by the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education, Science and Technology (2012-R1A1A3013525 and 2013- R1A2A2A04015894). Publisher Copyright: {\textcopyright} 2015 IEEE.; International Conference on Intelligent Informatics and Biomedical Sciences, ICIIBMS 2015 ; Conference date: 28-11-2015 Through 30-11-2015",

year = "2016",

month = mar,

day = "22",

doi = "10.1109/ICIIBMS.2015.7439552",

language = "English",

series = "ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "390--391",

booktitle = "ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences",

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Lee, H, Lee, BU, Park, J, Sun, W, Oh, B & Yang, S 2016, Segmentation of wounds using gradient vector flow. in ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences., 7439552, ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences, Institute of Electrical and Electronics Engineers Inc., pp. 390-391, International Conference on Intelligent Informatics and Biomedical Sciences, ICIIBMS 2015, Okinawa, Japan, 28/11/15. https://doi.org/10.1109/ICIIBMS.2015.7439552

Segmentation of wounds using gradient vector flow. / Lee, Haneul; Lee, Byung Uk; Park, Junhee et al.
ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences. Institute of Electrical and Electronics Engineers Inc., 2016. p. 390-391 7439552 (ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Segmentation of wounds using gradient vector flow

AU - Lee, Haneul

AU - Lee, Byung Uk

AU - Park, Junhee

AU - Sun, Wookyung

AU - Oh, Byungho

AU - Yang, Sejung

N1 - Funding Information: This work was supported by the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education, Science and Technology (2012-R1A1A3013525 and 2013- R1A2A2A04015894). Publisher Copyright: © 2015 IEEE.

PY - 2016/3/22

Y1 - 2016/3/22

N2 - Quantitative analysis of skin wound is critical in objective evaluation of a therapy. In this paper, a robust wound segmentation method is presented. The proposed method uses gradient vector flow (GVF), therefore, the segmentation is quite stable to variation of color characteristics of a camera used for image capture or illumination.

AB - Quantitative analysis of skin wound is critical in objective evaluation of a therapy. In this paper, a robust wound segmentation method is presented. The proposed method uses gradient vector flow (GVF), therefore, the segmentation is quite stable to variation of color characteristics of a camera used for image capture or illumination.

KW - image segmentation

KW - linear discriminant analysis

KW - skin wound

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U2 - 10.1109/ICIIBMS.2015.7439552

DO - 10.1109/ICIIBMS.2015.7439552

M3 - Conference contribution

AN - SCOPUS:84966637123

T3 - ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences

SP - 390

EP - 391

BT - ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - International Conference on Intelligent Informatics and Biomedical Sciences, ICIIBMS 2015

Y2 - 28 November 2015 through 30 November 2015

ER -

Lee H, Lee BU, Park J, Sun W, Oh B, Yang S. Segmentation of wounds using gradient vector flow. In ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences. Institute of Electrical and Electronics Engineers Inc. 2016. p. 390-391. 7439552. (ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences). doi: 10.1109/ICIIBMS.2015.7439552

Segmentation of wounds using gradient vector flow

Abstract

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Conference

Bibliographical note

Keywords

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