陕西科技大学学报(自然科学版)
陝西科技大學學報(自然科學版)
협서과기대학학보(자연과학판)
JOURNAL OF SHAANXI UNIVERSITY OF SCIENCE & TECHNOLOGY
2014年
5期
156-160
,共5页
宁铎%吴林林%索龙博
寧鐸%吳林林%索龍博
저탁%오림림%색룡박
有效面积%瑕疵检测%图像测量技术%共生矩阵%实时测量
有效麵積%瑕疵檢測%圖像測量技術%共生矩陣%實時測量
유효면적%하자검측%도상측량기술%공생구진%실시측량
effective area%defect detection%image measurement technology%gray level co-oc-currence matrix%real time measurement
为解决生产线上皮革有效面积的测量问题,提出了一种基于图像处理技术的测量方法。该方法基于皮革表面的纹理特征,运用灰度共生矩阵法进行特征提取,采用最大类间距离法将瑕疵区域与优质区域进行有效区分;利用阈值法消除皮革图像中的纹理,得到二值化图像;并根据基于边界跟踪的区域面积计算方法得出皮革的有效面积。仿真结果表明:该方法能够快速准确地实现皮革有效面积的测量。
為解決生產線上皮革有效麵積的測量問題,提齣瞭一種基于圖像處理技術的測量方法。該方法基于皮革錶麵的紋理特徵,運用灰度共生矩陣法進行特徵提取,採用最大類間距離法將瑕疵區域與優質區域進行有效區分;利用閾值法消除皮革圖像中的紋理,得到二值化圖像;併根據基于邊界跟蹤的區域麵積計算方法得齣皮革的有效麵積。倣真結果錶明:該方法能夠快速準確地實現皮革有效麵積的測量。
위해결생산선상피혁유효면적적측량문제,제출료일충기우도상처리기술적측량방법。해방법기우피혁표면적문리특정,운용회도공생구진법진행특정제취,채용최대류간거리법장하자구역여우질구역진행유효구분;이용역치법소제피혁도상중적문리,득도이치화도상;병근거기우변계근종적구역면적계산방법득출피혁적유효면적。방진결과표명:해방법능구쾌속준학지실현피혁유효면적적측량。
In order to solve the problem of the effective area of the leather in the production line ,a measurement method based on image processing technology is proposed in this paper . This method is based on the texture feature of the leather surface ,the gray level co-occur-rence matrix (GLCM ) method is used for features extraction ,the maximum distance between classes used to distinguish the defect area and the high quality region .Threshold method is used to remove texture in leather image and obtain binary image .The effective area of the leather is calculated by boundary tracking calculation .The simulation results show that this method could achieve the effective measuring leather area .