Building detection from aerial images using invariant color features and shadow information

2008 23rd International Symposium on Computer and Information Sciences, ISCIS 2008

Volumn , Issue , 2008, Pages

  Sirmaçek, Beril ^a   Ünsalan, Cem ^a  

^a YEDITEPE UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

EDGE DETECTION; IMAGE ANALYSIS; INFORMATION SCIENCE;

AERIAL IMAGING; AUTOMATIC DETECTION; BUILDING DETECTION; COLOR FEATURES; NOVE L APPROACH; NOVEL METHODS; ROBUST DETECTION;

BUILDINGS;

EID: 58649113413     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCIS.2008.4717854     Document Type: Conference Paper

References (16)

1. J. Canny, "A computational approach to edge detection," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 8, no. 6, pp. 679-698, November 1986.
2. T. Gevers and A. W. M. Smeulders, "Pictoseek: Combining color and shape invariant features for image retrieval," IEEE Transactions on Image Processing, pp. 102-119, 2000.
3. A. Huertas and R. Nevatia, "Detecting buildings in aerial images," Computer Vision, Graphics and Image Processing, vol. 41, pp. 131-152, 1988.
4. R. B. Irvin and D. M. McKeown, "Methods for exploiting the relationship between buildings and their shadows in aerial imagery," IEEE Transactions on Systems, Man, and Cybernetics, vol. 19, no. 1, pp. 1564-1575, 1989.
5. S. Levitt and F. Aghdasi, "Fuzzy representation and grouping in building detection," in International Conference on Image Processing, vol. 3, 2000, pp. 324-327.
6. C. Lin and R. Nevatia, "Building detection and description from a single intensity image," Computer Vision and Image Understanding, vol. 72, no. 2, pp. 101-121, November 1998.
7. H. Mayer, "Automatic object extraction from aerial imagery - A survey focusing on buildings," Computer Vision and Image Understanding, vol. 74, pp. 138-149, 1999.
8. W. Neuenschwander, R Fua, G. Székely, and O. Kübler, Automatic extraction of man-made objects from aerial and space images. Birkhäuser Verlang. 1995.
9. N. Otsu, "A threshold selection method from gray-level histograms," IEEE Trans on SMC, vol. 9, pp. 62-66, 1979.
10. H. Ruther. H. M. Martine, and E. G. Mtalo, "Application of snakes and dynamic programming optimization technique in modelling of buildings in informal settlement areas," ISPKS Journal of Photogrammetry and Remote Sensing, vol. 56, no. 4, pp. 269-282, July 2002.
11. V. J. D. Tsai, "A comparative study on shadow compensation of color aerial images in invariant color models," IEEE Transactions on Geoscience and Remote Sensing, vol. 44, no. 6, pp. 1661-1671, 2006.
12. C. Ünsalan and K. L. Boyer, "Linearized vegetation indices based on a formal statistical framework," IEEE Trans on GeoRS, vol. 42, pp. 1575-1585, 2004.
13. -, "A system to detect houses and residential street networks in multispectral satellite images," Computer Vision and Image Understanding, vol. 98, pp. 432-461, 2005.
14. T. Vu, M. Matsouka, and F. Yamazaki, "Shadow analysis in assisting damage detection due to earthquake from quickbird imagery," Proceedings of the 10th international society for photogrammetry and remote sensing congress, pp. 607-611, 2004.
15. G. Zhou, W. Chen, J. Kelmelis, and D. Zhang, "A comprehensive study on urban true orthorectification," IEEE Transactions on Geoscience and Remote Sensing, vol. 43, no. 9, pp. 2138-2147, 2005.
16. P. Zimmermann, "A new framework for automatic building detection analyzing multiple cue data," in IAPRS, vol. 33, 2000, pp. 1063-1070.