An automated procedure for detection of IDP's dwellings using VHR satellite imagery

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8180, Issue , 2011, Pages

  Jenerowicz, Malgorzata ^a   Kemper, Thomas ^b   Soille, Pierre ^b  

^a Borowiec Astrogeodynamic Observatory   (Poland)

^b JOINT RESEARCH CENTRE   (Italy)

Author keywords

feature extraction; image processing; mathematical morphology; multitemporal analysis; QuickBird 2; refugee IDP monitoring; VHR satellite imagery; WorldView 2

Indexed keywords

AID AGENCIES; AUTOMATED PROCEDURES; AUTOMATIC EXTRACTION; DATA SETS; FEATURE EXTRACTION METHODS; HIGH RESOLUTION; LOWER RESOLUTION; MULTI-SPECTRAL; MULTI-TEMPORAL; MULTI-TEMPORAL ANALYSIS; MULTISPECTRAL SATELLITE IMAGE; PANCHROMATIC BANDS; PROCESSING PROCEDURES; QUICKBIRD-2; SPECTRAL INFORMATION ANALYSIS; SPECTRAL RESPONSE; TEXTURAL ANALYSIS; VERY HIGH RESOLUTION; WORLDVIEW-2;

APARTMENT HOUSES; BUILDINGS; DATA FUSION; DIGITAL IMAGE STORAGE; ESTIMATION; FEATURE EXTRACTION; IMAGE PROCESSING; MATHEMATICAL MORPHOLOGY; POPULATION STATISTICS; REMOTE SENSING; SPACE OPTICS;

SATELLITE IMAGERY;

EID: 81755182694     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.898187     Document Type: Conference Paper

References (14)

1. Baatz, M. and Schape, A., "Multiresolutionsegmentationan optimization approach for high quality multi-scale image segmentation." Angewandte Geographische Informations-Verarbeitung XII. IN Strobl, J., Blaschke, T. &Griesebner, G. (Eds.), Karlsruhe, Germany (2000).
2. Cheng, F. and Venetsanopoulos, A. "An adaptive morphological filter for image processing." IEEE Transactions on Image Processing, 1(4):533-539, doi: 10.1109/83.199924 October (1992).
3. Definiens, Definiens Imaging Developer 8.0.1. [eCognition User Guide.] Definiens AG (2010).
4. Giada, S., De Groeve, T., Ehrlich, D. and Soille, P., "Information extraction from very high resolution satellite images over Lukole refugee camp, Tanzania." International Journal of Remote Sensing 24(22), pp. 4251-4266 (2003).
5. Jenerowicz M., Kemper T., Pesaresi M., Soille P., "Post-event damage assessment using morphological methodology on 0.5m resolution satellite data." Italian Journal of Remote Sensing - 2010, 42(3) (2010).
6. Kemper T., Jenerowicz M., Pesaresi M., Soille P., "Enumeration of dwellings in Darfur camps from GeoEye-1 satellite image using mathematical morphology." IEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume 4, Issue 1, March 2011, Article number 5546897, Pages 8-15 (2011).
7. Kemper T., Jenerowicz M., Gueguen L., Poli D., Soille P., "Monitoring changes in the Menik Farm IDP camps in Sri Lanka using multi-temporal very high resolution satellite data." International Journal of Digital Earth. Taylor & Francis Group, in press, (2010).
8. Lang, S., Tiede, D., Hölbling, D., Füreder, P., Zeil, P, "Earth observation (EO)-based ex post assessment of internally displaced person (IDP) camp evolution and population dynamics in ZamZam, Darfur." International Journal of Remote Sensing, Volume 31, Issue 21, Pages 5709-5731 July (2010).
9. Matheron, G., [Random Sets and Integral Geometry], Wiley, New York. ISBN 0471576212 (1975).
10. "OCHA 2011a", http://reliefweb.int/node/441786 (2011).
11. "OCHA 2011b", http://reliefweb.int/sites/reliefweb.int/files/ resources/DR-2011-000029-KEN-0810.pdf (2011).
12. Siddiqui, Y. "The Modified IHS Method for Fusing Satellite Imagery." ASPRS 2003 Annual Conference Proceedings, (2003).
13. Soille, P., [Morphological Image Analysis: Principles and Applications.2nd edn.], Springer-Verlag, Berlin Heidelberg New York, (2003).
14. Ziou, D. and Tabbone, S., "Edge detection techniques: An overview", International Journal of Pattern Recognition and Image Analysis, 8(4):537-559,(1998).