IMAGE PREPROCESSING FOR CBIR SYSTEM
参考中译:CBIR系统中的图像预处理


     

作者：Tatiana Jaworska（Systems Research Institute Polish Academy of Sciences, Newelska 6 St, 01-447 Warsaw, Poland, Tatiana.Jaworska@ibspan.waw.pl）
会议名：Fourth International Conference on Informatics in Control, Automation and Robotics (ICINCO 2007), vol.SPSMC: Signal Processing, Systems Modeling and Control
会议日期：May 9-12,2007
会议地点：Angers, France
出版年：2007
ISBN： 978-972-8865-84-9
页码：1948-1951
总页数：4
馆藏号：hyw01664(6)
分类号：TP2-53/I61/(4th-v.spsmc)
关键词：Content-based image retrieval (CBIR)；Image preprocessing；Image segmentation；Clustering；Object extraction；Texture extraction；Discrete wavelet transformation
参考中译：基于内容的图像检索(CBIR)；图像预处理；图像分割；聚类；对象提取；纹理提取；离散小波变换
语种：eng
文摘：This article describes the way in which image is prepared for content-based image retrieval system. Our CBIR system is dedicated to support estate agents. In our database there are images of houses and bungalows. All efforts have been put into extracting elements from an image and finding their characteristic features in the unsupervised way. Hence, the paper presents segmentation algorithm based on a pixel colour in RGB colour space. Next, it presents the method of object extraction in order to obtain separate objects prepared for the process of introducing them into database and further recognition. Moreover, a novel method of texture identification which is based on wavelet transformation, is applied.

注：参考中译为机器自动翻译，仅供参考。



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