Detection of building outlines based on the fusion of SAR and optical features

ISPRS Journal of Photogrammetry and Remote Sensing

Volumn 58, Issue 1-2, 2003, Pages 71-82

  Tupin, F ^a   Roux, M ^a  

^a CNRS   (France)

Author keywords

Building detection; Edge extraction; Fusion; Optical images; SAR images

Indexed keywords

INTERFEROMETRY; OPTICAL RESOLVING POWER; PHOTOGRAMMETRY;

RADARGRAMMETRY;

SYNTHETIC APERTURE RADAR;

BUILDING; IMAGE ANALYSIS; SATELLITE IMAGERY; SYNTHETIC APERTURE RADAR;

EID: 0037906335     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0924-2716(03)00018-2     Document Type: Conference Paper

References (22)

1. Bloch, I., 1996. Information combination operators for data fusion: a comparative review with classification. IEEE Transactions on Systems, Man and Cybernetics SMC 26 (1), 52-67.
2. Bolter, R., Leberl, F., 2000. Detection and reconstruction of human scale features from high resolution interferometric SAR data. Proc. International Conference on Pattern Recognition, vol. 4, pp. 4291-4294.
3. Canny, J., 1986. A computational approach to edge detection. IEEE Transactions on Pattern Analysis and Machine Intelligence PAMI 8 (6), 679-698.
4. Deutsch, E.S., 1972. Thinning algorithms on rectangular, hexagonal, and triangular arrays. CACM 15 (9), 827-837.
5. Fatone, L., Maponi, P., Zirilli, F., 2001. Fusion of SAR/optical images to detect urban areas. Proc. IEEE/ISPRS Joint Workshop Remote Sensing and Data Fusion Over Urban Areas, pp. 217-221.
6. Gamba, P., Houshmand, B., Saccani, M., 2000. Detection and extraction of buildings from interferometric SAR data. IEEE Transactions on Geoscience and Remote Sensing 38 (1), 611-618.
7. Hanson, A., Jaynes, C., Riseman, E., Schultz, H., 1997. Building reconstruction from optical and range images. Proceedings on Computer Vision and Pattern Recognition, 380-386.
8. Hellwich, O., Günzl, M., Wiedemann, C., 2000. Fusion of optical imagery and SAR/INSAR data for object extraction. International Archives of Photogrammetry and Remote Sensing XXXIII (Part B3/1), 389-396.
9. Jaynes, C., Stolle, F., Collins, R., 1994. Task driven perceptual organization for extraction of rooftop polygons. Proc. ARPA Image Understanding Workshop, vol. 1, pp. 359-365.
10. Jordan, R., 1997. Shuttle radar topography mission system functional requirements document. Tech. Rep., JPL D-14293.
11. Lin, C., Huertas, A., Nevatia, R., 1995. Detection of buildings from monocular images. In: Gruen, A., Kuebler, O., Agouris, P. (Eds.), Automatic Extraction of Man-Made Objects from Aerial and Space Images. Birkhauser, Basel, pp. 125-134.
12. Oriot, H., Michel, A., Goretta, O., 1998. Extraction of rectangular roofs on stereoscopic images. An interactive approach. International Archives of Photogrammetry and Remote Sensing XXXII (Part 3), 367-373.
13. Roux, M., McKeown, D., 1994. Feature matching for building extraction from multiple views. Proc. IEEE Conference on Computer Vision and Pattern Recognition, Seattle, WA, pp. 46-53.
14. Shufelt, J.A., 1999. Performance evaluation and analysis of monocular building extraction from aerial imagery. IEEE Transactions on Pattern Analysis and Machine Vision 21 (4), 311-326.
15. Shufelt, J.A., McKeown, D.M., 1993. Fusion of monocular cues to detect man-made structures in aerial imagery. Computer Vision, Graphics and Image Processing-Image Understanding 57 (3), 307-330.
16. Simonetto, E., Oriot, H., Garello, R., 2000. Potentiality of high-resolution SAR images for radargrammetric applications. In: ESA SP-450, Harris, R.A., Ouwehand, L. (Eds.), Proc. CEOS Working Group Workshop on SAR Calibration and Validation, Toulouse, France, 26-29 October 1999. Available at http://www.estec.esa.nl/ceos99/papers/p160.pdf (accessed 29 January 2003).
17. Simonetto, E., Oriot, H., Garello, R., 2001. Extraction of industrial buildings from stereoscopic airborne radar images. Proc. 8th International Symposium on Remote Sensing, Toulouse, France, pp. 129-134.
18. Touzi, R., Lopes, A., Bousquet, P., 1988. A statistical and geometrical edge detector for SAR images. IEEE Transactions on Geoscience and Remote Sensing 26 (6), 764-773.
19. Tupin, F., 2002. Développement d'une approche figurale pour la radargrammétrie haute résolution en zone urbaine. Bulletin de la SFPT 166, 64-71.
20. Tupin, F., Maître, H., Mangin, J.-F., Nicolas, J.-M., Pechersky, E., 1998. Detection of linear features in SAR images: application to road network extraction. IEEE Transactions on Geoscience and Remote Sensing 36 (2), 434-453.
21. Xiao, R., Lesher, C., Wilson, B., 1998a. Building detection and localization using a fusion of interferometric synthetic aperture radar and multispectral image. Proc. ARPA Image Understanding Workshop, pp. 583-588.
22. Xiao, R., Wilson, R., Carande, R., 1998b. Neural network classification with IFSAR and multispectral data fusion. Proc. IGARSS, vol. 3, pp. 1327-1329.