Title :
Automatic shadow segmentation in aerial color images
Author :
Polidorio, Airton M. ; Flores, F.C. ; Imai, Nilton N. ; Tommaselli, Antonio M G ; Franco, Clélia
Author_Institution :
Univ. Estadual de Maringa, Brazil
Abstract :
A robust and efficient technique to segment shaded areas in aerial color images is presented here. This technique is based on the physical phenomenon of atmospheric dispersion of the sunlight most well known as the Rayleigh scattering effect. This technique does not depend on special algorithms to classify or to form clusters of objects appearing in complex aerial images. In fact, the mathematical model, derived from the physical model is very simple but it produces consistent results and can be applied to color images obtained by airborne and orbital sensors (e.g., Landsat TM and IKONOS).
Keywords :
Rayleigh scattering; image colour analysis; image reconstruction; image segmentation; pattern recognition; sensors; Rayleigh scattering effect; aerial color image; airborne sensor; atmospheric scattering; automatic shadow segmentation; orbital sensor; Atmospheric modeling; Clustering algorithms; Color; Dispersion; Image segmentation; Image sensors; Mathematical model; Rayleigh scattering; Robustness; Satellites;
Conference_Titel :
Computer Graphics and Image Processing, 2003. SIBGRAPI 2003. XVI Brazilian Symposium on
Print_ISBN :
0-7695-2032-4
DOI :
10.1109/SIBGRA.2003.1241019