科学技术与工程
科學技術與工程
과학기술여공정
Science Technology and Engineering
2015年
32期
181-185
,共5页
陈庆虎%熊海亚%周前进%陈艾伦
陳慶虎%熊海亞%週前進%陳艾倫
진경호%웅해아%주전진%진애륜
打印文件鉴别%纹理合成%消除字符内容%灰度共生矩阵
打印文件鑒彆%紋理閤成%消除字符內容%灰度共生矩陣
타인문건감별%문리합성%소제자부내용%회도공생구진
printed document identification%texture synthesis%not affected by the content of character%co-occurrence matrix
为解决现有打印文件鉴别方法需要相同字符匹配的条件限制,提出了一种基于纹理合成的打印文件鉴别方法。通过对已知纹理样本块的操作,将字符图像中的空白部分修复,得到完整的纹理图像,从而消除字符内容的干扰。在打印文件鉴别实验中,通过提取完整纹理图像的灰度共生矩阵特征,并对两份打印文件的特征距离进行分类判别,最后取得了98%的正确率。
為解決現有打印文件鑒彆方法需要相同字符匹配的條件限製,提齣瞭一種基于紋理閤成的打印文件鑒彆方法。通過對已知紋理樣本塊的操作,將字符圖像中的空白部分脩複,得到完整的紋理圖像,從而消除字符內容的榦擾。在打印文件鑒彆實驗中,通過提取完整紋理圖像的灰度共生矩陣特徵,併對兩份打印文件的特徵距離進行分類判彆,最後取得瞭98%的正確率。
위해결현유타인문건감별방법수요상동자부필배적조건한제,제출료일충기우문리합성적타인문건감별방법。통과대이지문리양본괴적조작,장자부도상중적공백부분수복,득도완정적문리도상,종이소제자부내용적간우。재타인문건감별실험중,통과제취완정문리도상적회도공생구진특정,병대량빈타인문건적특정거리진행분류판별,최후취득료98%적정학솔。
The current printed document identification methods are limited by the condition of requiring the same character to compare.In order to address this problem, a printed document identification method based on texture synthesis is proposed.The blank parts of the character image are filled through copying the sample block of the know texture.Thus a complete texture image which is not affected by the content of character is obtained.Through extracting the gray level co-occurrence matrix ( GLCM) feature of the complete texture images and calcu-lating the feature distance of two documents, the recognition rate is 98%in the printed document identification ex-periment.