In this paper, we present a method to detect shadows in outdoor scenes. Here, we note that the shadow areas correspond to the diffuse skylight which arises from the scattering of the sunlight by particles in the atmosphere. This yields a treatment in which shadows in the image can be viewed as a linear combination of scattered light obeying Rayleigh scattering and Mie theory. This treatment allows for the computation of a ratio which permits casting the problem of recovering the shadowed areas in the image into a clustering setting making use of active contours. We illustrate the utility of the method for purposes of detecting shadows in real-world imagery and compare our results against a number of alternatives elsewhere in the literature.
History
Pagination
2165-2168
Location
Tsukuba, Japan
Start date
2012-11-11
End date
2012-11-15
ISSN
1051-4651
ISBN-13
978-1-4673-2216-4
Language
eng
Publication classification
E1.1 Full written paper - refereed
Copyright notice
2012, ICPR
Title of proceedings
ICPR 2012 : Proceedings of the 21st International Conference on Pattern Recognition