Earth-Observation Image Retrieval Based on Content, Semantics, and Metadata
作者： Daniela Espinoza-Molina , Mihai Datcu
DOI: 10.1109/TGRS.2013.2262232
关键词:
摘要: Advances in the image retrieval (IR) field have contributed to elaboration of tools for interactive exploration and extraction images from huge archives associating content with semantic meaning. This paper presents an Earth-observation (EO) IR system based on enriched metadata, annotations, called EO retrieval. generates EO-data model by using automatic feature extraction, processing product defining semantics, which later is fully exploited supporting complex queries. In order demonstrate functionality system, we created a catalog TerraSAR-X as application scenario. The database composed 39 high-resolution scenes comprising about 50 000 patches (160 × 160 pixels) their descriptors, 100 metadata entries each scene, 330 annotations. Many query examples combining full exploitation are presented.
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sci-hub.se 参考文章(29)
Rosalind W. Picard, Digital libraries: Meeting place for high-level and low-level vision asian conference on computer vision. pp. 1- 12 ,(1995) , 10.1007/3-540-60793-5_57
Ray R. Larson, Geographic information retrieval and spatial browsing Graduate School of Library and Information Science, University of Illinois at Urbana-Champaign. ,(1996)
Wynne Hsu, Mong Li Lee, Ji Zhang, Image Mining: Trends and Developments intelligent information systems. ,vol. 19, pp. 7- 23 ,(2002) , 10.1023/A:1015508302797
Welch, A Technique for High-Performance Data Compression IEEE Computer. ,vol. 17, pp. 8- 19 ,(1984) , 10.1109/MC.1984.1659158
Fabio Pacifici, Nathan Longbotham, William J. Emery, Multi-temporal and multi-angular analysis of very high spatial resolution images 2012 IEEE International Geoscience and Remote Sensing Symposium. pp. 1996- 1999 ,(2012) , 10.1109/IGARSS.2012.6351109
A. Pentland, R. W. Picard, S. Sclaroff, Photobook: content-based manipulation of image databases International Journal of Computer Vision. ,vol. 18, pp. 233- 254 ,(1996) , 10.1007/BF00123143
J. K. Wu, A. Desai Narasimhalu, B. M. Mehtre, C. P. Lam, Y. J. Gao, CORE: a content-based retrieval engine for multimedia information systems Multimedia Systems. ,vol. 3, pp. 25- 41 ,(1995) , 10.1007/BF01236577
Anca A. Popescu, Inge Gavat, Mihai Datcu, Contextual Descriptors for Scene Classes in Very High Resolution SAR Images IEEE Geoscience and Remote Sensing Letters. ,vol. 9, pp. 80- 84 ,(2012) , 10.1109/LGRS.2011.2160838
F. Covello, F. Battazza, A. Coletta, G. Manoni, G. Valentini, COSMO-SkyMed mission status: Three out of four satellites in orbit 2009 IEEE International Geoscience and Remote Sensing Symposium. ,vol. 2, pp. 773- 776 ,(2009) , 10.1109/IGARSS.2009.5418205
Daniele Cerra, Mihai Datcu, A fast compression-based similarity measure with applications to content-based image retrieval Journal of Visual Communication and Image Representation. ,vol. 23, pp. 293- 302 ,(2012) , 10.1016/J.JVCIR.2011.10.009