Per pixel contextual information for classification of vhr images of urban areas

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 4, Issue 1, 2008, Pages 522-525

  Bellens, Rik ^a   Douterloigne, Koen ^a   Gautama, Sidharta ^a   Philips, Wilfried ^a  

^a GHENT UNIVERSITY   (Belgium)

Author keywords

Classification; Contextual feature; Urban

Indexed keywords

GEOLOGY; IMAGE CLASSIFICATION; IMAGE SEGMENTATION; OBJECT RECOGNITION; PIXELS; REMOTE SENSING;

AUTOMATIC EXTRACTION; CLASSIFICATION PROCESS; CONTEXTUAL FEATURE; CONTEXTUAL INFORMATION; SPECTRAL INFORMATION; STRAIGHT-FORWARD METHOD; URBAN; VERY HIGH SPATIAL RESOLUTIONS;

CLASSIFICATION (OF INFORMATION);

EID: 67649825728     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2008.4779773     Document Type: Conference Paper

References (9)

1. Z. Liu, J. Wang, and W. Liu, "Building extraction from high resolution imagery based on multi-scale object oriented classification and probabilistic hough transform," in Proceedings of IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2005, Seoul, South Korea, 2005, pp. 2250- 2253.
2. A. M. Marangoz, M. Oruc, and G. Buyuksalih, "Objectoriented image analysis and semantic network for extracting the roads and buildings from ikonos pan-sharpened images," in Proceedings of the ISRPS 2004 Annual Conference, Istanbul, Turkey, Jul. 19-23, 2004.
3. P. Hofmann, "Detecting urban features from ikonos data using an object-oriented approach," in Proceedings of RSPS2001, 2001, pp. 79-91.
4. A. Shackelford and C. Davis, "A hierarchical fuzzy classification approach for high-resolution multispectral data over urban areas," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 9, pp. 1920 - 1932, 2003.
5. L. Zhang, X. Huang, B. Huang, and P. Li, "A pixel shape index coupled with spectral information for classification of high spatial resolution remotely sensed imagery," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 10, pp. 2950 - 2961, 2006.
6. J. A. Benediktsson, M. Pesaresi, and K. Arnason, "Classification and feature extraction for remote sensing images from urban areas based on morphological transformations," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 9, pp. 1940 - 1949, 2003.
7. R. Bellens, L. Martinez-Fonte, S. Gautama, J. C.-W. Chan, and F. Canters, "Potential problems with using reconstruction in morphological profiles for classification of remote sensing images from urban areas," in Proceedings of IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2007, Barcelona, Spain, Jul. 2007.
8. L. Zadeh, "Fuzzy sets," Information and Control, vol. 8, no. 3, pp. 338-353, 1965.
9. P. Soille, Morphological Image Analysis: Principles and Applications, Second Edition. Berlin, Germany: Springer, 2003.