计算机工程与设计
計算機工程與設計
계산궤공정여설계
COMPUTER ENGINEERING AND DESIGN
2014年
12期
4259-4263
,共5页
崔更申%杨飞%黄廷辉
崔更申%楊飛%黃廷輝
최경신%양비%황정휘
肤色检测%相似度%动态阈值%色度均值%色度标准差
膚色檢測%相似度%動態閾值%色度均值%色度標準差
부색검측%상사도%동태역치%색도균치%색도표준차
skin-color detection%similarity%dynamic threshold%chroma mean%chroma deviation
为增强基于相似度的肤色检测算法对较亮或较暗肤色点的鲁棒性,提出在算法检测后采用随亮度动态变化的色度阈值对较亮或较暗的非肤色点进行再次判定,并将符合阈值判定的非肤色点重设为肤色点的方法。实验拟合出肤色在较亮或较暗情况下的色度均值函数及标准差函数,给出色度阈值的表示形式。测试结果表明,对于较亮或较暗肤色点,改进算法具有更高的正检率,表现出更强的稳定性。
為增彊基于相似度的膚色檢測算法對較亮或較暗膚色點的魯棒性,提齣在算法檢測後採用隨亮度動態變化的色度閾值對較亮或較暗的非膚色點進行再次判定,併將符閤閾值判定的非膚色點重設為膚色點的方法。實驗擬閤齣膚色在較亮或較暗情況下的色度均值函數及標準差函數,給齣色度閾值的錶示形式。測試結果錶明,對于較亮或較暗膚色點,改進算法具有更高的正檢率,錶現齣更彊的穩定性。
위증강기우상사도적부색검측산법대교량혹교암부색점적로봉성,제출재산법검측후채용수량도동태변화적색도역치대교량혹교암적비부색점진행재차판정,병장부합역치판정적비부색점중설위부색점적방법。실험의합출부색재교량혹교암정황하적색도균치함수급표준차함수,급출색도역치적표시형식。측시결과표명,대우교량혹교암부색점,개진산법구유경고적정검솔,표현출경강적은정성。
To enhance the robustness of skin color detection algorithm based on the similarity to lighter or darker skin pixels ,the method that using the chroma threshold varying dynamically with the luminance to judge lighter or darker non skin pixels again after the algorithm was performed was proposed .The non skin pixels which met the threshold criteria were reset to skin pixels . The mean function and the standard function of skin chroma in brighter or darker conditions were fitted in experiments and the representation of chroma threshold was given .The test results show that the improved algorithm has higher correct detection rate to lighter or darker skin pixels and the algorithm exhibits greater stability .