计算机与数字工程
計算機與數字工程
계산궤여수자공정
COMPUTER & DIGITAL ENGINEERING
2014年
7期
1251-1253,1287
,共4页
吴江梅%张瑜慧%孙莹%刘海朦
吳江梅%張瑜慧%孫瑩%劉海朦
오강매%장유혜%손형%류해몽
肤色区域检测%人手定位%手势识别
膚色區域檢測%人手定位%手勢識彆
부색구역검측%인수정위%수세식별
skin region detection%hand localization%gesture recognition
提出了一种单目视觉下的人手检测与识别方法。该方法结合肤色检测与运动前景检测技术,实现了人手的定位,再由阈值分割获取人手的二值图像。提取傅里叶形状描述子作为二值图像的特征,在与样本的特征进行相似性比对之后获得最终识别结果。实验证明,该方法可以有效地实现复杂背景下人手的定位与识别。
提齣瞭一種單目視覺下的人手檢測與識彆方法。該方法結閤膚色檢測與運動前景檢測技術,實現瞭人手的定位,再由閾值分割穫取人手的二值圖像。提取傅裏葉形狀描述子作為二值圖像的特徵,在與樣本的特徵進行相似性比對之後穫得最終識彆結果。實驗證明,該方法可以有效地實現複雜揹景下人手的定位與識彆。
제출료일충단목시각하적인수검측여식별방법。해방법결합부색검측여운동전경검측기술,실현료인수적정위,재유역치분할획취인수적이치도상。제취부리협형상묘술자작위이치도상적특정,재여양본적특정진행상사성비대지후획득최종식별결과。실험증명,해방법가이유효지실현복잡배경하인수적정위여식별。
A human hand location and gesture recognition methods was proposed in this paper .Skin color detection and motion detection technology are combined to achieve hand detection ,followed by threshold segmentation to obtain binary im-ages .Fourier shape descriptors are extracted as binary images'features .After similarity comparison with the samples'fea-tures ,the final recognition result is obtained .Experiments show that this method can effectively implement hand gesture lo-cation and recognition under complex background .