世界科学技术-中医药现代化
世界科學技術-中醫藥現代化
세계과학기술-중의약현대화
WORLD SCIENCE AND TECHNOLOGY-MODERNIZATION OF TRADITIONAL CHINESE MEDICINE
2014年
12期
2538-2543
,共6页
陶欧%张百霞%王耘%乔延江
陶歐%張百霞%王耘%喬延江
도구%장백하%왕운%교연강
中药饮片%纹理特征参数%采样方向%灰度共生矩阵%灰度梯度共生矩阵
中藥飲片%紋理特徵參數%採樣方嚮%灰度共生矩陣%灰度梯度共生矩陣
중약음편%문리특정삼수%채양방향%회도공생구진%회도제도공생구진
Chinese herbal medicine%parameters of texture feature%rotation angle%gray-level co-occurrence matrix%grayscale gradient matrix
目的:考察采样方向对中药饮片横切面图像纹理特征参数的影响。方法:选取4种形状及纹理特征各异的中药饮片,分别采集其完整和不完整饮片在旋转不同角度后得到的图像,并基于灰度共生矩阵和灰度梯度共生矩阵提取图像的26个纹理特征参数。通过分析26个纹理特征参数变化曲线图的变化趋势和变化幅度等差异,探讨不同采集方向对图像纹理特征参数的影响。结果:当中药饮片为完整饮片时,其切面图像的26个纹理特征参数不受采样方向的影响;当饮片样本不完整时,其切面图像的26个纹理特征参数受采样方向的影响,而且饮片形状越不规则产生的影响越大。结论:对于不同形状及纹理特征的中药饮片进行图像采集时考虑采样方向对纹理特征参数的影响,为获得高质量的中药饮片采集图像提供了保障,也为基于纹理特征参数的判别模型建立奠定了基础。
目的:攷察採樣方嚮對中藥飲片橫切麵圖像紋理特徵參數的影響。方法:選取4種形狀及紋理特徵各異的中藥飲片,分彆採集其完整和不完整飲片在鏇轉不同角度後得到的圖像,併基于灰度共生矩陣和灰度梯度共生矩陣提取圖像的26箇紋理特徵參數。通過分析26箇紋理特徵參數變化麯線圖的變化趨勢和變化幅度等差異,探討不同採集方嚮對圖像紋理特徵參數的影響。結果:噹中藥飲片為完整飲片時,其切麵圖像的26箇紋理特徵參數不受採樣方嚮的影響;噹飲片樣本不完整時,其切麵圖像的26箇紋理特徵參數受採樣方嚮的影響,而且飲片形狀越不規則產生的影響越大。結論:對于不同形狀及紋理特徵的中藥飲片進行圖像採集時攷慮採樣方嚮對紋理特徵參數的影響,為穫得高質量的中藥飲片採集圖像提供瞭保障,也為基于紋理特徵參數的判彆模型建立奠定瞭基礎。
목적:고찰채양방향대중약음편횡절면도상문리특정삼수적영향。방법:선취4충형상급문리특정각이적중약음편,분별채집기완정화불완정음편재선전불동각도후득도적도상,병기우회도공생구진화회도제도공생구진제취도상적26개문리특정삼수。통과분석26개문리특정삼수변화곡선도적변화추세화변화폭도등차이,탐토불동채집방향대도상문리특정삼수적영향。결과:당중약음편위완정음편시,기절면도상적26개문리특정삼수불수채양방향적영향;당음편양본불완정시,기절면도상적26개문리특정삼수수채양방향적영향,이차음편형상월불규칙산생적영향월대。결론:대우불동형상급문리특정적중약음편진행도상채집시고필채양방향대문리특정삼수적영향,위획득고질량적중약음편채집도상제공료보장,야위기우문리특정삼수적판별모형건립전정료기출。
This study was aimed to investigate the impact of rotation sampling on feature parameters of texture im-ages of Chinese herbal medicine. Four Chinese herb medicine with various shape and texture feature were taken as research materials. Images of complete and incomplete herbal medicine were collected respectively after different ro-tation angles. The 26 parameters were extracted by gray-level co-occurrence matrix and grayscale gradient matrix. The impact of rotation sampling on feature parameters was investigated through analysis of variation tendency and range of 26 parameters. The results showed that if the Chinese herbal medicine was complete, the 26 parameters were not impacted by the rotation angle, whereas the 26 parameters were impacted by the rotation angle and the im-pact will be more obvious when the shape of Chinese herb medicine was irregular. It was concluded that in order to get a high quality of images and construct a well identification model based on the parameter of texture features, we must consider the impact of rotation angle on the parameters to Chinese herbal medicine with various shapes and tex-ture features.