Texture-based Ancient Porcelain Shards Classifications Using Gabor Transform

摘要：

In this paper,based on analysis of Gabor-filtersparameters,it selects filters which have Multi-Scaleand Multi-Orientation parameters,extract texturefeatures from the convolution results that use thesefilters and Ancient porcelain s,hards Images,and reducefeature-datas dimensions based on PrincipalComponent Analysis(PCA).At last,use NearestNeighbor Method classifies shards,automaticallyclassify and recognize these ancient shards are realized.

作者: WANG Ke-gang GENG Guo-hua ZHOU Ming-quan

作者单位: School of Information Science and Technology,Northwest University,Xian 710127,China;Department of M School of Information Science and Technology,Northwest University,Xian 710127,China College of information Science and Technology,Beijing Normal University,Beijing 100875,China

会议类型: 国际会议

会议名称: 2008 3rd International Conference on Intelligent System and Knowledge Engineering(第三届智能系统与知识工程国际会议)(ISKE 2008)

会议地点: 厦门

会议语种:英文

页码: 699-702

在线出版日期: 2008-11-17（万方平台首次上网日期，不代表论文的发表时间）