An example based image retrieval system for the TRACE repository

作者: Robbie Lamb , Rafal Angryk , Piet Martiens

DOI: 10.1109/ICPR.2008.4761078

关键词:

摘要: The ability to identify particular features and structures, such as faces or types of scenery in images, is a topic with many available applications potential solutions. In this paper we discuss solar images the results our investigation techniques that can be used phenomena from TRACE satellite for creation search engine. Being able automatically various great interest scientists studying sun. We set characteristics quickly extracted images. These are create classifiers contained then an example based information retrieval system There obstacles need overcome when extracting creating these classifiers. include inherent unbalanced data sets due varying rates different appear multiple phenomenon could each image.

参考文章(10)
S. Zharkov, V. V. Zharkova, S. S. Ipson, Statistical Properties Of Sunspots In 1996–2004: I. Detection, North–South Asymmetry And Area Distribution Solar Physics. ,vol. 228, pp. 377- 397 ,(2005) , 10.1007/S11207-005-5005-7
VALENTINA ZHARKOVA, STANLEY IPSON, ALI BENKHALIL, SERGEI ZHARKOV, Feature Recognition in Solar Images Artificial Intelligence Review. ,vol. 23, pp. 209- 266 ,(2005) , 10.1007/S10462-004-4104-4
Yong Rui, Thomas S. Huang, Shih-Fu Chang, Image Retrieval Journal of Visual Communication and Image Representation. ,vol. 10, pp. 39- 62 ,(1999) , 10.1006/JVCI.1999.0413
M. Turmon, J. M. Pap, S. Mukhtar, Statistical Pattern Recognition for Labeling Solar Active Regions: Application to SOHO/MDI Imagery The Astrophysical Journal. ,vol. 568, pp. 396- 407 ,(2002) , 10.1086/338681
P. Bhattacharya, M. Rahman, B.C. Desai, Image Representation and Retrieval Using Support Vector Machine and Fuzzy C-means Clustering Based Semantical Spaces international conference on pattern recognition. ,vol. 2, pp. 1162- 1168 ,(2006) , 10.1109/ICPR.2006.687
Thorsten Joachims, Filip Radlinski, Search Engines that Learn from Implicit Feedback IEEE Computer. ,vol. 40, pp. 34- 40 ,(2007) , 10.1109/MC.2007.289
Peng Zhang, Jing Peng, B. Buckles, Learning Optimal Filter Representation for Texture Classification international conference on pattern recognition. ,vol. 2, pp. 1138- 1141 ,(2006) , 10.1109/ICPR.2006.753
D. Hoiem, R. Sukthankar, H. Schneiderman, L. Huston, Object-based image retrieval using the statistical structure of images computer vision and pattern recognition. ,vol. 2, pp. 490- 497 ,(2004) , 10.1109/CVPR.2004.1315204
L. Huston, R. Sukthankar, D. Hoiem, Jiaying Zhang, SnapFind: Brute Force Interactive Image Retrieval Third International Conference on Image and Graphics (ICIG'04). pp. 154- 159 ,(2004) , 10.1109/ICIG.2004.133
T. Dudok De Wit, Fast Segmentation of Solar Extreme Ultraviolet Images Solar Physics. ,vol. 239, pp. 519- 530 ,(2006) , 10.1007/S11207-006-0140-3