Automatic building detection in aerial images using a hierarchical feature based image segmentation

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 472-475

  Izadi, Mohammad ^a   Saeedi, Parvaneh ^a  

^a SIMON FRASER UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

AERIAL IMAGES; AUTOMATIC BUILDING DETECTION; FEATURE-BASED; HIERARCHICAL FEATURES; MULTIPLE LAYERS; POTENTIAL REGION; SEGMENTATION TECHNIQUES; SEGMENTED IMAGES; SEGMENTED REGIONS; SPATIAL RELATIONSHIPS; TREE-BASED;

PATTERN RECOGNITION;

IMAGE SEGMENTATION;

EID: 78149478926     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.123     Document Type: Conference Paper

References (14)

1. C. Lin and R. Nevatia, "Building detection and description from a single intensity image," Comp. Vis. Image Understanding, vol. 72, no. 2, pp. 101-121, 1998.
2. M. S. Nosrati and P. Saeedi, "A Novel Approach for Polygonal Rooftop Detection in Satellite/Aerial Imageries," IEEE ICIP 2009, pp. 1709-1712.
3. X. Jin and C. Davis, "Automated Building Extraction from High-Resolution Satellite Imagery in Urban Areas Using Structural, Contextual, and Spectral Information," EURASIP 2005:14, 2196-2206.
4. L. B. Theng, "Automatic Building Extraction from Satellite Imagery," International Journal of Computer Science, IAENG, vol 2006:4.
5. J. Peng, D. Zhang, and Y. Liu, "An improved snake model for building detection from urban aerial images," PRL (Elsevier), 2005, vol. 26, no. 5, pp. 587-595.
6. L. Wei and V. Prinet, "Building detection from high-resolution satellite image using probability model," IGARSS 2005, vol. 6, pp. 3888-3891.
7. H. Y. Li, H. Q. Wang and C. B. Ding, "A New Solution of Automatic Building Extraction in Remote Sensing Images," IGARSS 2006, pp. 3790-3793.
8. J. Peng and Y. C. Liu, "Model and context-driven building extraction in dense urban aerial images," IJRS vol. 26, no. 7, 2005, pp. 1289-1307(19).
9. Y. Wei, Z. Zhao, and J. Song, "Urban building extraction from high-resolution satellite panchromatic image using clustering and edge detection," IEEE IGARSS, vol. 3, pp. 2008-2010.
10. K. Karantzalos, and N. Paragios, "Recognition-Driven Two-Dimensional Competing Priors Toward Automatic and Accurate Building Detection, IEEE IGARSS, vol. 47, issue 1, pp. 133-144.
11. Y.J. Zhang, "Advances in Image and Video Segmentation," IRM Press 2006 ISBN: 1-59140-753-2.
12. R. J. Gardner, A. Hobolth, E. B. V. Jensen, and F. B. Sørensen, "Shape discrimination by total curvature, with a view to cancer diagnostics," Journal of Microscopy 217, 1, 49-59.
13. D. Comaniciu, and P. Meer, "Mean-Shift: A robust approach toward feature space analysis," IEEE Trans. on PAMI, vol.34, pp.1-18, 2002.
14. M. Izadi and P. Saeedi, "Height Estimation for Buildings in Monocular Satellite/Airborne Images based on Fuzzy Reasoning and Genetic Algorithm," WIAMIS 2009, pp. 1-4.