108
Views
8
CrossRef citations to date
0
Altmetric
Original Articles

Information fusion approach for the data classification: an example for ERS‐1/2 InSAR data

&
Pages 4689-4703 | Received 05 May 2006, Accepted 06 Aug 2007, Published online: 23 Jul 2008

References

  • Benz , U. 1999 . Supervised fuzzy analysis of single and multi‐channel SAR data. . IEEE Transactions on Geoscience and Remote Sensing , 37 : 1023 – 1037 .
  • Cheeseman , P. and Stutz , J. 1996 . “ Bayesian classification (AutoClass): theory and results. ” . In Advances in Knowledge Discovery and Data Mining , Edited by: Fayyad , U , Piatetsky‐Shapiro , G , Smyth , P and Uthurusamy , R . 61 – 83 . Menlo Park, CA : AAAI Press .
  • Congalton , R. G. 1991 . A review of assessing the accuracy of classifications of remotely sensed data. . Remote Sensing of Environment , 37 : 35 – 46 .
  • Daschiel , H. and Datcu , M. 2005 . Information mining in Remote Sensing Image Archives: System Evaluation. . IEEE Transactions on Geoscience and Remote Sensing , 43 : 188 – 199 .
  • Datcu , M. and Seidel , K. 1999 . Bayesian methods: applications in information aggregation and data mining. . International Archives of Photogrammetry and Remote Sensing , 32 ( Part 7‐4‐3 W6 ) : 68 – 73 . Available online at: http://www.data‐fusion.org/ps/sig/meeting/Spain99ps/datcu.pdf (accessed 15 February 2008)
  • Datcu , M. , Seidel , K. and Schwarz , G. 1999 . “ Information mining in remote sensing image archives. ” . In Machine Vision and Advanced Image Processing in Remote Sensing , Edited by: Kanellopoulos , I . 199 – 212 . Berlin : Springer .
  • Datcu , M. , Seidel , K. and Walessa , M. 1998 . Spatial information retrieval from remote sensing images—Part I: Information theoretical perspective. . IEEE Transactions on Geoscience and Remote Sensing , 36 : 1431 – 1445 .
  • Datcu , M. and Daschiel , H. 2003 . Information mining in Remote Sensing Image Archives: System Description. . IEEE Transactions on Geoscience and Remote Sensing , 41 : 2923 – 2936 .
  • Dutra , L. V. and Huber , R. 1999 . Feature extraction and selection for ERS‐1/2 InSAR classification. . International Journal of Remote Sensing , 20 : 993 – 1016 .
  • Goodman , J. W. 1975 . “ Statistical properties of laser speckle patterns. ” . In Laser Speckle and Related Phenomena , Edited by: Dainty , J. C . 1 – 75 . Berlin : Springer .
  • Maire , C. and Datcu , M. 2005 . Earth observation image and DEM information aggregation for realistic 3‐D visualization of natural landscapes. . IEEE Transactions on Geoscience and Remote Sensing , 43 : 2676 – 2683 .
  • Mather , P. M. 2004 . Computer Processing of Remotely‐Sensed Images: An Introduction , Chichester, , UK : Wiley . 3rd ed
  • Mohammad‐Djafari , A. 1998 . “ Probabilistic methods for data fusion. ” . In Maximum Entropy and Bayesian Methods , Edited by: Erickson , G. J , Rychert , J. T and Smith , C. R . 57 – 63 . Dordrecht : Kluwer Academic .
  • Neal , R. M. 1996 . Bayesian Learning for Neural Networks , New York : Springer .
  • Palubinskas , G. 1999 . “ An unsupervised clustering method by entropy minimization. ” . In Maximum Entropy and Bayesian Methods , Edited by: von der Linden , W , Dose , V , Fischer , R and Preuss , R . 327 – 334 . Dordrecht : Kluwer Academic .
  • Pearl , J. 1988 . Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference , San Mateo, CA : Morgan Kaufmann .
  • Quartulli , M. and Datcu , M. 2003 . Information fusion for Scene Understanding from interferometric SAR data in urban environments. . IEEE Transactions on Geoscience and Remote Sensing , 41 : 1976 – 1985 .
  • Richards , J. A. 1986 . Remote Sensing Digital Image Analysis: An Introduction , Berlin : Springer .
  • Richards , J. 2005 . “ Is there a best classifier? ” . In Image and Signal Processing for Remote Sensing XI, Proceedings of SPIE , Edited by: Bruzzone , L . Vol. 5982 , 59820A‐1 – 59820A‐12 . Bellingham, WA : SPIE .
  • Richards , J. A. and Jia , X. 1999 . Remote Sensing Digital Image Analysis: An Introduction , Berlin : Springer .
  • Schättler , B. , Eineder , M. , Knöpfle , W. and Hubig , M. 2000 . “ Operational interferometric ERS tandem data processing. ” . In Proceedings of CEOS SAR Workshop , 657 – 662 . Toulouse : ESA . 26–29 October 1999
  • Schröder , M. , Rehrauer , H. , Seidel , K. and Datcu , M. 2000 . Interactive learning and probabilistic retrieval in remote sensing image archives. . IEEE Transactions on Geoscience and Remote Sensing , 38 : 2288 – 2298 .
  • Sheikholeslami , G. , Chang , W. and Zhang , A. 2002 . SemQuery: semantic clustering and querying on heterogeneous features for visual data. . IEEE Transactions on Knowledge and Data Engineering , 14 : 988 – 1002 .
  • Swain , P. H. and Davis , S. M. 1978 . Remote Sensing: the Quantitative Approach , New York : McGraw‐Hill .
  • Tso , B. and Mather , P. M. 2001 . Classification Methods for Remotely Sensed Data , London : Taylor & Francis .
  • Walessa , M. and Datcu , M. 2000 . Model‐based despeckling and information extraction from SAR images. . IEEE Transactions on Geoscience and Remote Sensing , 38 : 2258 – 2269 .
  • Wong , Y.‐F. and Posner , E. C. 1993 . A new clustering algorithm applicable to multispectral and polarimetric SAR images. . IEEE Transactions on Geoscience and Remote Sensing , 31 : 634 – 644 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.