Title :
The Research and Application of Content-Based Satellite Cloud Image Retrieval
Author :
Shangguan, Wei ; Hao, Yanling ; Tang, Yanhong ; Zhu, Yi
Author_Institution :
Harbin Eng. Univ., Harbin
Abstract :
Content-based satellite cloud image retrieval is a very important problem in image processing and analysis field. Traditional image retrieval method has some limitation, for realized image retrieval accurately and quickly, the CBIR method is an adaptive method. For achieved good retrieval result, some of the pretreatment method of the satellite cloud image was used, and the experiment effect was shown. The basic theory and structure model of satellite cloud image database was studied systematically, and the data model of satellite cloud image database was provided. On the basis of studied the key technology of CBIR, we could obtain the better retrieval result, and the image retrieval result was shown in detail. At last, the application of CBIR method in satellite cloud image has been studied. The experiment result proves that the research and application of content-based satellite cloud image retrieval is valuable, which could improve the image search efficiency more.
Keywords :
clouds; content-based retrieval; geophysics computing; image retrieval; cloud image retrieval; content-based retrieval; image pretreatment; satellite cloud image; Automation; Clouds; Content based retrieval; Image analysis; Image databases; Image processing; Image retrieval; Information retrieval; Remote sensing; Satellites; content-based image retrieval; image pretreatment; image retrieval character; satellite cloud image; satellite cloud image database;
Conference_Titel :
Mechatronics and Automation, 2007. ICMA 2007. International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-0828-3
Electronic_ISBN :
978-1-4244-0828-3
DOI :
10.1109/ICMA.2007.4304192