Unsupervised river detection in RapidEye data

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn , Issue , 2012, Pages 6860-6863

  Klemenjak, Sascha ^a   Waske, Björn ^a   Valero, Silvia ^b   Chanussot, Jocelyn ^b  

^a UNIVERSITY OF BONN   (Germany)

^b GRENOBLE INSTITUTE OF TECHNOLOGY   (France)

Author keywords

Linear features extraction; mathematical morphology; RapidEye; SVM; Water Framework Directive

Indexed keywords

AUTOMATIC EXTRACTION; ENVIRONMENTAL TREATIES; LINEAR FEATURE; MULTISPECTRAL SATELLITE DATA; RAPIDEYE; REMOTE SENSING APPLICATIONS; RIVER NETWORK; SVM; WATER FRAMEWORK DIRECTIVES; WATER NETWORKS;

ENVIRONMENTAL REGULATIONS; GEOLOGY; INTERNATIONAL COOPERATION; MATHEMATICAL MORPHOLOGY; WATER CONSERVATION;

REMOTE SENSING;

EID: 84873181127     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2012.6352587     Document Type: Conference Paper

References (21)

1. The European Parliament and the Council of the European Union, "Directive 2000/60/EC of the European Parliament and of the Council of 23 October 2000 establishing a framework for Community action in the field of water policy," Official Journal of the European Communities, vol. 327, pp. 1-72, 2000.
2. T. Dworak, C. Laaser, S. Kuntz, and F. M. Seifert, "Possible contributions of ESA Global Monitoring for Environment and Security initiative for the WFD implementation," Environmental Science & Policy, vol. 8, no. 3, pp. 321-326, 2005.
3. Q. Chen, Y. Zhang, A. Ekroos, and M. Hallikainen, "The role of remote sensing technology in the EU water framework directive (WFD)," Environmental Science & Policy, vol. 7, no. 4, pp. 267-276, 2004.
4. Å. Rosenqvist, A. Milne, R. Lucas, M. Imhoff, and C. Dobson, "A review of remote sensing technology in support of the Kyoto Protocol," Environmental Science & Policy, vol. 6, no. 5, pp. 441-455, 2003.
5. N. Peter, "The use of remote sensing to support the application of multilateral environmental agreements," Space Policy, vol. 20, no. 3, pp. 189-195, 2004.
6. M. Bresciani, D. Stroppiana, D. Odermatt, G. Morabito, and C. Giardino, "Assessing remotely sensed chlorophyll-a for the implementation of the Water Framework Directive in European perialpine lakes," Science of The Total Environment, vol. 409, no. 17, pp. 3083-3091, 2011.
7. J. A. D. Gómez, C. A. Alonso, and A. A. García, "Remote sensing as a tool for monitoring water quality parameters for Mediterranean Lakes of European Union water framework directive (WFD) and as a system of surveillance of cyanobacterial harmful algae blooms (SCyanoHABs)," Environmental Monitoring and Assessment, vol. 181, no. 1-4, pp. 317-334, 2011.
8. Q. Chen, Y. Zhang, and M. Hallikainen, "Water quality monitoring using remote sensing in support of the EU water framework directive (WFD): A case study in the Gulf of Finland," Environmental Monitoring and Assessment, vol. 124, no. 1-3, pp. 157-166, 2006.
9. L. J. Quackenbush, "A review of techniques for extracting linear features from imagery," Photogrammetric Engineering & Remote Sensing, vol. 70, no. 12, pp. 1383-1392, 2004.
10. G. Zhou, Y. Cui, Y. Chen, J. Yang, H. Rashvand, and Y. Yamaguchi, "Linear Feature Detection in Polarimetric SAR Images," IEEE Trans. Geosci. Remote Sensing, vol. 49, no. 4, pp. 1453-1463, 2011.
11. S. Valero, J. Chanussot, J. A. Benediktsson, H. Talbot, and B. Waske, "Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images," Pattern Recognition Letters, vol. 31, no. 10, pp. 1120-1127, 2010.
12. C. Poullis and S. You, "Delineation and geometric modeling of road networks," ISPRS Journal of Photogrammetry and Remote Sensing, vol. 65, no. 2, pp. 165-181, 2010.
13. S. Aksoy, H. G. Akcay, and T. Wassenaar, "Automatic Mapping of Linear Woody Vegetation Features in Agricultural Landscapes Using Very High Resolution Imagery," IEEE Transactions on Geoscience and Remote Sensing, vol. 48, no. 1, pp. 511-522, 2010.
14. D. Chaudhuri and A. Samal, "An Automatic Bridge Detection Technique for Multispectral Images," IEEE Transactions on Geoscience and Remote Sensing, vol. 46, no. 9, pp. 2720-2727, 2008.
15. C. R. Dillabaugh, K. O. Niemann, and D. E. Richardson, "Semi-automated extraction of rivers from digital imagery," GeoInformatica, vol. 6, no. 3, pp. 263-284, 2002.
16. S. Klemenjak, B. Waske, S. Valero, and J. Chanussot, "Automatic Detection of Rivers in High-Resolution SAR Data," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 5, no. 5, 2012, in print.
17. M. Pesaresi and J. A. Benediktsson, "A new approach for the morphological segmentation of high-resolution satellite imagery," IEEE Transactions on Geoscience and Remote Sensing, vol. 39, no. 2, pp. 309-320, 2001.
18. S. K. McFeeters, "The use of the Normalized Difference Water Index (NDWI) in the delineation of open water features," International Journal of Remote Sensing, vol. 17, no. 7, pp. 1425-1432, 1996.
19. H. Heijmans, M. Buckley, and H. Talbot, "Path openings and closings," Journal of Mathematical Imaging and Vision, vol. 22, no. 2, pp. 107-119, 2005.
20. P. L. Rosin, "Unimodal thresholding," Pattern Recognition, vol. 34, no. 11, pp. 2083-2096, 2001.
21. A. Rabe, S. van der Linden, and P. Hostert, "imageSVM, Version 2.0," 2009. [Online]. Available: www.hu-geomatics.de. [Accessed: 03-Mar-2011] .