中国生物医学工程学报
中國生物醫學工程學報
중국생물의학공정학보
CHINESE JOURNAL OF BIOMEDICAL ENGINEERING
2001年
2期
132-137
,共6页
朱洁华%阮邦志%励俊雄%邝枣园%吴伟
硃潔華%阮邦誌%勵俊雄%鄺棘園%吳偉
주길화%원방지%려준웅%광조완%오위
舌诊%标准化%彩色与纹理分析%纹理分析%Gabor滤波%K-means算法
舌診%標準化%綵色與紋理分析%紋理分析%Gabor濾波%K-means算法
설진%표준화%채색여문리분석%문리분석%Gabor려파%K-means산법
本文应用计算机图像识别研究中医舌诊的客观化,把舌像划分成3636的舌像特征块(TTB)以分析局部纹理特征,提出了对每个小块分析彩色与纹理特征的两种算法,用CIE L*u*v*彩色空间模式的分层K-means聚类方法确定色彩类,用Gabor滤波器彩色对比特征与线性判断函数分析舌像纹理特征。文中的试验表明:这些方法在判断舌像时有较强的分辨力。
本文應用計算機圖像識彆研究中醫舌診的客觀化,把舌像劃分成3636的舌像特徵塊(TTB)以分析跼部紋理特徵,提齣瞭對每箇小塊分析綵色與紋理特徵的兩種算法,用CIE L*u*v*綵色空間模式的分層K-means聚類方法確定色綵類,用Gabor濾波器綵色對比特徵與線性判斷函數分析舌像紋理特徵。文中的試驗錶明:這些方法在判斷舌像時有較彊的分辨力。
본문응용계산궤도상식별연구중의설진적객관화,파설상화분성3636적설상특정괴(TTB)이분석국부문리특정,제출료대매개소괴분석채색여문리특정적량충산법,용CIE L*u*v*채색공간모식적분층K-means취류방법학정색채류,용Gabor려파기채색대비특정여선성판단함수분석설상문리특정。문중적시험표명:저사방법재판단설상시유교강적분변력。
This paper addressed the standardization of tongue diagnosis using image processing approach. To analyze the tongue features locally, a tongue image is divided into a number of blocks with size 36*36. Two algorithms are developed to analyze the color and texture features of each block. A hierarchical K-means clustering algorithm in CIE L*u*v* color space is developed to determine the color cluster. Tongue textures are analyzed using Gabor wavelet opponent color features and the linear discriminant analysis. 121 tongue images are used to test the proposed algorithms and the results are encouraging.