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Robust Skin Area Detection Method in Color Distorted Images
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논문 기본 정보

Type
Academic journal
Author
Daedong Hwang (Bosung Tech.,Inc.) Keunsoo Lee (Hankyong National University)
Journal
Korea Academy Industrial Cooperation Society Journal of the Korea Academia-Industrial cooperation Society Vol.18 No.7 KCI Accredited Journals
Published
2017.7
Pages
350 - 356 (7page)

Usage

cover
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Topic
📖
Background
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Method
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Result
Robust Skin Area Detection Method in Color Distorted Images
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Abstract· Keywords

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With increasing attention to real-time body detection, active research is being conducted on human body detection based on skin color. Despite this, most existing skin detection methods utilize static skin color models andhave detection rates in images, in which colors are distorted. This study proposed a method of detecting the skin region using a fuzzy classification of the gradient map, saturation, and Cb and Cr in the YCbCr space. The proposed method, first, creates a gradient map, followed by a saturation map, CbCR map, fuzzy classification, and skin region binarization in thatorder. The focus of this method is to rigorously detect human skin regardless of the lighting, race, age, and individual differences, using features other than color. On the other hand,the borders between these features and non-skin regions are unclear. To solve this problem, the membership functions were defined by analyzing the relationship between the gradient, saturation, and color features and generate 108 fuzzy rules. The detection accuracy of the proposed method was86.35%, which is 2~5% better than the conventional method.
#fuzzy #image processing #skin detection

Contents

Abstract
요약
1. Introduction
2. Extraction of Skin Region Feature
3. Experiment and Result
4. Conclusion and further research
References

References (18)

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[학술지(정기간행물)] - 황대동 / 2014 / 경사도 맵과 채도 특징을 이용한 적응적 피부영역 검출에 관한 연구 / 한국산학기술학회논문지 15 (7) : 4508 ~ 4515 dbpia [학술대회논문] - F. A. Pujol / 2008 / A fuzzy approach to skin color detection / Mexican International Conference on Artificial Intelligence : 532 ~ 542 google schola [학술지(정기간행물)] - 전재현 / 2015 / 피부 특징과 비 피부 특징을 이용한 유해 이미지 탐지 방법 / 한국인터넷방송통신학회 논문지 15 (4) : 55 ~ 61 dbpia [학술지(정기간행물)] - 이민철 / 2008 / 살색 검출 mask를 이용한 사진영상의 컬러 양자화에 대한 연구 / 한국인터넷방송통신학회 논문지 8 (1) : 25 ~ 30 dbpia [기타자료] - G. Osman / 2012 / Enhanced skin colour classifier using RGB ratio model / arXiv preprint arXiv:1212.2692 google schola

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