微电子学与计算机
微電子學與計算機
미전자학여계산궤
MICROELECTRONICS & COMPUTER
2015年
4期
82-85
,共4页
文字识别%旋转文字%特征空间
文字識彆%鏇轉文字%特徵空間
문자식별%선전문자%특정공간
character recognition%rotated character%eigen space
针对计算机识别旋转多字体文字困难问题,提出基于特征空间法的文字识别方法。首先,提取文字特征,建立文字的特征空间,确定文字的运动轨迹;其次,通过空间距离比较待测文字特征与轨迹的相似度,识别出文字及其对应的旋转角度。最后,分别以单一字体旋转字符以及四种字体字符为例分别进行了实验,发现62个字符中54个字符识别率达100%,旋转角度精度在10o以内的字符达94%。实验表明该方法具有较高识别率。
針對計算機識彆鏇轉多字體文字睏難問題,提齣基于特徵空間法的文字識彆方法。首先,提取文字特徵,建立文字的特徵空間,確定文字的運動軌跡;其次,通過空間距離比較待測文字特徵與軌跡的相似度,識彆齣文字及其對應的鏇轉角度。最後,分彆以單一字體鏇轉字符以及四種字體字符為例分彆進行瞭實驗,髮現62箇字符中54箇字符識彆率達100%,鏇轉角度精度在10o以內的字符達94%。實驗錶明該方法具有較高識彆率。
침대계산궤식별선전다자체문자곤난문제,제출기우특정공간법적문자식별방법。수선,제취문자특정,건립문자적특정공간,학정문자적운동궤적;기차,통과공간거리비교대측문자특정여궤적적상사도,식별출문자급기대응적선전각도。최후,분별이단일자체선전자부이급사충자체자부위례분별진행료실험,발현62개자부중54개자부식별솔체100%,선전각도정도재10o이내적자부체94%。실험표명해방법구유교고식별솔。
For the problem that it is difficult for computer to recognize rotated multi‐font character ,a method of character recognition based on the Eigen space approach is proposed .The character features are extracted ,the character feature space is established ,and then the trajectories of character is determined .The characters and the corresponding rotation angle is identified by comparing similarity of characteristics of the character under test and the trajectory though space distances . Finally ,experiments have been performed taking a single font characters and multi‐font characters as examples .It is found that 54 characters among 62 characters can get 100% recognition rate and the accuracy of rotation angle can get 94% .Experiments indicate that the proposed method has a high recognition rate .