红外与激光工程
紅外與激光工程
홍외여격광공정
INFRARED AND LASER ENGINEERING
2014年
5期
1685-1689
,共5页
闫勇刚%欧阳健飞%马祥%翟羽佳
閆勇剛%歐暘健飛%馬祥%翟羽佳
염용강%구양건비%마상%적우가
光学定位方法%Gabor滤波器%定穴体表特征%特征提取
光學定位方法%Gabor濾波器%定穴體錶特徵%特徵提取
광학정위방법%Gabor려파기%정혈체표특정%특정제취
optic locating method%Gabor filter%anatomical landmark%feature extraction
取穴准确性是决定针灸效果的最基本要求,这就需要对取穴体表特征进行精确地定位。文中提出一种新的人体体表特征定位的光学方法,在光学检测平台上通过相机采集不同方向的图像,选取合适的Gabor滤波器参数,得到图像的强度响应并提取局部极大值,从而获得定穴体表轮廓特征。为验证该方法的有效性和精度,采用Sobel算子、Canny算子、LoG算子以及Gabor滤波器分别对灰度图像和二值图像进行特征提取。通过对比和分析,发现经过Gabor函数滤波后得到的图像轮廓是连续且最清晰的;Gabor函数对二值图像的滤波效果优于对灰度图像。实验结果表明,所提出的方法能精确快速地定位体表轮廓特征,为进一步利用轮廓特征提取定穴体表特征点以及研究穴位光学定位方法奠定基础。
取穴準確性是決定針灸效果的最基本要求,這就需要對取穴體錶特徵進行精確地定位。文中提齣一種新的人體體錶特徵定位的光學方法,在光學檢測平檯上通過相機採集不同方嚮的圖像,選取閤適的Gabor濾波器參數,得到圖像的彊度響應併提取跼部極大值,從而穫得定穴體錶輪廓特徵。為驗證該方法的有效性和精度,採用Sobel算子、Canny算子、LoG算子以及Gabor濾波器分彆對灰度圖像和二值圖像進行特徵提取。通過對比和分析,髮現經過Gabor函數濾波後得到的圖像輪廓是連續且最清晰的;Gabor函數對二值圖像的濾波效果優于對灰度圖像。實驗結果錶明,所提齣的方法能精確快速地定位體錶輪廓特徵,為進一步利用輪廓特徵提取定穴體錶特徵點以及研究穴位光學定位方法奠定基礎。
취혈준학성시결정침구효과적최기본요구,저취수요대취혈체표특정진행정학지정위。문중제출일충신적인체체표특정정위적광학방법,재광학검측평태상통과상궤채집불동방향적도상,선취합괄적Gabor려파기삼수,득도도상적강도향응병제취국부겁대치,종이획득정혈체표륜곽특정。위험증해방법적유효성화정도,채용Sobel산자、Canny산자、LoG산자이급Gabor려파기분별대회도도상화이치도상진행특정제취。통과대비화분석,발현경과Gabor함수려파후득도적도상륜곽시련속차최청석적;Gabor함수대이치도상적려파효과우우대회도도상。실험결과표명,소제출적방법능정학쾌속지정위체표륜곽특정,위진일보이용륜곽특정제취정혈체표특정점이급연구혈위광학정위방법전정기출。
Localization of body surface features is needed for the correctness of localizing acupuncture points that determines the acupuncture effect. In this paper, a novel optical method was presented for locating surface features. Firstly, the images around the human model were collected using a camera on a designed optical platform; Then, the images were processed using Gabor filter into magnitude response, and the local maximum were obtained; Finally, the contour features localizing anatomical landmarks were extracted. To test the feasibility and accuracy of the proposed method, the features in gray and binary images were respectively extracted using the edge detection operators (Sobel, Canny, LoG and Gabor operator). It is found that, the contour features by Gabor filter are continuous and clearest; and the filtering effects of the binary images are better than that of the gray. The results show that the proposed method is valid for locating accurately and quickly the surface contour features, and it lays a foundation for further extracting anatomical landmark based on contour features and studying the optical method localizing the acupoints.