Abstract
After a brief overview of the research going on in the Pastis group at Inria, which covers retrieving depth and recovering symbolic information from remotely sensed data, we concentrate in this paper on a particularly difficult task, high-resolution stereo, which deals with images with a resolution of one meter or less, on which there are smooth textured natural areas as well as discontinuities, or even occultations, of man-made structures. Two approaches are proposed for extracting reliable dense depth maps: one relies on the use of several aerial images, with increasing disparities, and the other on an adaptive window correlation scheme, which prevents the correlation window to extend over radiometric, and thus depth discontinuities.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
V. Clement, G. Giraudon, S. Houzelle, and F. Sandakly. Interpretation of remotely sensed images in a context of multisensor fusion using a multispecialist architecture. IEEE Trans, on Geoscienceand Remote Sensing, 31(4):779–791, 1993.
U. Dhond and J. Aggarwal. Structure from stereo — a review. IEEE Transactions on Systems, Man and Cybernetics, 19(6):1489–1510, 1989.
W. Forstner. Model based detection and location of houses as topographic control point in digital images. International Archives of Photogrammetry and Remote Sensing, 27:505–517, 1988.
P. Garnesson, G. Giraudon, and P. Montessinos. An image analysis system, application for aerial imagery interpretation. In International Conference on Pattern Recognition, Atlantic City, jun 1990.
M. Hannah. A system for digital stereo image matching. Photogrammetric Eng. Remote Sensing, 55(12):1765–1770, dec 1989.
Y. Hsieh, D. McKeown, and F. Perlant. Performance evaluation of scene registration and stereo matching for cartographic feature extraction. IEEE Transactions on Pattern Analysis and Machine Intelligence, 14(2):214–238, feb 1992.
D. Labrousse, S. Dupont, and M. Berthod. Synthetic aperture radar interferometry: a markovian approach for phase unwrapping. In SPIE Conference Orlando 95, apr 1995.
J. Lotti and G. Giraudon. Adaptive window algorithm for aerial image stereo. In 12th International Conference on Pattern Recognition, volume 1, pages 701–703, Jerusalem, oct 1994. IAPR, IEEE.
H. Maitre and W. Luo. Using models to improve stereo reconstruction. IEEE Transactions on Pattern Analysis and Machine Intelligence, 14(2):269–277, feb 1992.
N. Merlet and J. Zerubia. Classical mechanics and road detection in spot images. Research Report 1889, INRIA, mar 1993.
M. Okutomi and T. Kanade. A locally adaptive window for signal matching. International Journal of Computer Vision, 7(2):143–162, 1992.
M. Okutomi and T. Nakahara. A multiple-baseline stereo method. In IEEE Image Understanding Workshop DARPA, pages 409–427, 1992.
L. Renouard. Création automatique de m.n.t. à partir de couples d’images spot. Technical report, Congrés, SPOT 1, Utilisation des Images, Bilan, Résultats. CNES, Paris, 1987.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1995 Birkhäuser Verlag Basel
About this paper
Cite this paper
Berthod, M., Gabet, L., Giraudon, G., Lotti, J.L. (1995). High-resolution Stereo for the Detection of Buildings. In: Gruen, A., Kuebler, O., Agouris, P. (eds) Automatic Extraction of Man-Made Objects from Aerial and Space Images. Monte Verità. Birkhäuser Basel. https://doi.org/10.1007/978-3-0348-9242-1_14
Download citation
DOI: https://doi.org/10.1007/978-3-0348-9242-1_14
Publisher Name: Birkhäuser Basel
Print ISBN: 978-3-0348-9958-1
Online ISBN: 978-3-0348-9242-1
eBook Packages: Springer Book Archive