Title :
DSM extraction from SPOT5 stereo-pairs
Author :
Kassis, Yosra ; Tebourbi, Riadh ; Belhadj, Ziad ; Roux, Michel
Author_Institution :
Cite Technol. des Commun., Ecole Super. des Commun. de Tunis, Tunis
Abstract :
The generation of a digital surface model (DSM) from remotely sensed images is an important task for various applications such as telecommunications, cell planning, the environment monitoring.... In general, extracting DSMs consists of: camera modelling, stereo matching and interpolation. However, in the case of satellite imagery and because of the satellite characteristics, it is difficult to apply the algorithms and the model generally used with aerial images. In this paper, we adopted a model which uses all parameters of acquisition: it is the full model. The matching algorithm used takes into account geometry of the image. It is base on a hierarchical approach followed by a relaxation process. The full model of SPOT5 sensors is then used for the calculation of the 3D-co-ordinates on the ground. Results show good quality and accuracy of the obtained DSM compared to ground control points and DSM data of superior quality.
Keywords :
feature extraction; geophysical signal processing; image matching; satellite communication; 3D-coordinates; DSM extraction; SPOT5 stereo-pair; aerial images; camera modelling; digital surface model; image geometry; matching algorithm; remotely sensed image; satellite imagery; stereo matching; Communications technology; Data mining; Image sensors; Instruments; Pixel; Remote monitoring; Satellites; Solid modeling; Technology planning; Testing; DSM; Epipolarity; Full Model; HRG; HRS; Hierarchical Stereo Matching; Pushbroom; SPOT5;
Conference_Titel :
Electronics, Circuits and Systems, 2005. ICECS 2005. 12th IEEE International Conference on
Conference_Location :
Gammarth
Print_ISBN :
978-9972-61-100-1
Electronic_ISBN :
978-9972-61-100-1
DOI :
10.1109/ICECS.2005.4633460