Defect image classification and retrieval with MPEG-7 descriptors

被引：0
|
作者：
Pakkanen, J [1 ]
Ilvesmäki, A [1 ]
Iivarinen, J [1 ]
机构：
[1] Aalto Univ, Lab Comp & Informat Sci, FIN-02015 Helsinki, Finland
来源：
IMAGE ANALYSIS, PROCEEDINGS | 2003年 / 2749卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper the visual content descriptors defined by the MPEG-7 standard are applied to defect image classification and retrieval. A pre-classified defect image database is used in evaluation. The experiments are done with a KNN classifier and with a PicSOM content-based image retrieval system. Results indicate that the MPEG-7 features work with a high level of success, especially the Color Structure and Homogeneous Texture descriptors seem to perform well.
引用
收藏
页码：349 / 355
页数：7
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