Acta Geodaetica et Cartographica Sinica ›› 2014, Vol. 43 ›› Issue (12): 1211-1216.doi: 10.13485/j.cnki.11-2089.2014.0187

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Automatic Analysis and Mining of Remote Sensing Big Data

LI Deren1,2, ZHANG Liangpei1,2, XIA Guisong1,2   

  1. 1. State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China;
    2. Collaborative Innovation Center of Geo-informatics, Wuhan 430079, China
  • Received:2014-09-28 Revised:2014-10-20 Online:2014-12-20 Published:2014-12-23

Abstract: With the diversification of the imaging methods and the growing categories, quantity, and observation frequency of remote sensing data, the ability of land-cover observation has reached an unprecedented level, which means a new era of big data in remote sensing is coming. However, the existing methods and processing techniques cannot fulfill the need of the big data application in remote sensing. Thus, to develop the automatic analysis and mining theory and techniques for remote sensing big data is among the most advanced international research areas. This paper investigates and analyses the domestic and overseas research status and progress around this field and points out its key problems and developing trends.

Key words: remote sensing big data, representation, retrieval, understanding, data mining

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