Using MPEG-7 Descriptors in image retrieval with self-organizing maps

被引：0
|
作者：
Koskela, M [1 ]
Laaksonen, J [1 ]
Oja, E [1 ]
机构：
[1] Helsinki Univ Technol, Lab Comp & Informat Sci, Helsinki 02015, Finland
来源：
16TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL II, PROCEEDINGS | 2002年
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：
The MPEG-7 standard is emerging as both a general framework for content description and a collection of specific, agreed-upon content descriptors. We have developed a neural, self-organizing technique for content-based image retrieval. In this paper we apply the visual content descriptors provided by MPEG-7 in our PicSOM system and compare our own image indexing technique with a reference method based on vector quantization. The results of our experiments show that the MPEG-7 descriptors can be used as such in the PicSOM system.
引用
收藏
页码：1049 / 1052
页数：4
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