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基于纹理分割的纸张计数研究
  • ISSN号:1001-3563
  • 期刊名称:《包装工程》
  • 时间:0
  • 分类:TS865[轻工技术与工程]
  • 作者机构:[1]广东工业大学,广州510006
  • 相关基金:国家自然科学基金(51275093)
中文摘要:

目的研究运用数字图像技术实现纸张自动计数。方法通过对印刷纸张叠层图像的纹理分析,针对大幅面计数场合,借助一阶差分算子和形态梯度对纹理区域进行定位与提取;用定方向形态灰度修复纹理;对细化的纹理进行统计计数,分析对比各方法优缺点及对计数的影响。结果该流程方法强化了弱点缺省信息,对实际工况下纸张因毛边、磨损等造成的纹理破坏具有良好的修复效果。实验验证了该计数方法。结论该计数方法具有高效、稳定的特点,能够对实况下大幅面纸张进行有效、精准的计数。

英文摘要:

The aim of this work was to research and implement automatic paper precision counting using digital image technology. By analyzing the image texture of overlaid wafers, a counting algorithm was put forward targeting at the situation of large-format paper counting. First, first-order differential operator and morphological gradient were used for localization and extraction of texture region, then the oriented morphological grayscale was used for texture repair, finally, statistical counting of refined texture was conducted, and the advantages and disadvantages of each method as well as their influences on counting were compared. This algorithm strengthened the weak points of default information, and was suitable for repairing the damaged texture by trimmings and wear under the actual production condition. This counting method was experimentally validated. In conclusion, this counting method, with the characteristics of highly efficient and stable, can effectively and accurately count large-format paper under actual condition.

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期刊信息
  • 《包装工程》
  • 北大核心期刊(2011版)
  • 主管单位:中国兵器装备集团公司
  • 主办单位:中国兵器工业第五九研究所
  • 主编:吴护林
  • 地址:重庆市九龙坡区石桥铺渝州路33号
  • 邮编:400039
  • 邮箱:designartj@126.com
  • 电话:023-68792836
  • 国际标准刊号:ISSN:1001-3563
  • 国内统一刊号:ISSN:50-1094/TB
  • 邮发代号:78-30
  • 获奖情况:
  • 连续三届中文核心期刊,中国兵器工业总公司优秀期刊,重庆市质量优秀期刊
  • 国内外数据库收录:
  • 美国化学文摘(网络版),中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:26057