This chapter deals with shadow modelling and its utilities in shadow detection and weather estimation in out-door space. Noting the diffuse skylight is scattered by particles in the atmosphere, we view the skylight, which casts the shadow, as a linear combination of scattered sunlight obeying Rayleigh scattering and Mie theory. Thus, we propose a ratio on the shadow-sunlit boundary which only depends on atmospheric condition. This ratio recasts recovering the shadow areas into a clustering setting making use of active contours. It also allows a metric to be formulated that indicates the degree to which a scene is overcast. We illustrate the utility of the method for purposes of detecting shadows and weather estimation in real-world imagery, provide time complexity results and compare against a number of alternatives elsewhere in the literature.
History
Chapter number
3.5
Pagination
473-490
ISBN-13
9789814656535
Edition
5
Language
eng
Publication classification
B1.1 Book chapter
Extent
3.9
Editor/Contributor(s)
Chen CH
Publisher
WORLD SCIENTIFIC
Place of publication
Singapore
Title of book
Handbook Of Pattern Recognition And Computer Vision (5th Edition)