Title :
Shadow removal in remote sensing images using features sample matting
Author :
Lei Ma; Bitao Jiang; Xinwei Jiang; Ye Tian
Author_Institution :
Inst. of Autom., Beijing, China
fDate :
7/1/2015 12:00:00 AM
Abstract :
Remote sensing images often suffer from shadow duo to partially or totally occludes direct light from an illumination source. In this paper, we propose a novel shadow removal algorithm. The trimap could be generated automatically by morphological subtraction method according to the result of shadow detection. Then, the weighted color and texture sample selection image matting method is applied in order to obtain the accurate shadow coefficient. The experiment results are illustrated with practical examples and verify the efficacy of this algorithm.
Keywords :
"Remote sensing","Image color analysis","Lighting","Light sources","Surface morphology","Loss measurement","Machine intelligence"
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International
Electronic_ISBN :
2153-7003
DOI :
10.1109/IGARSS.2015.7326805