Title :
Shadow removal of single texture region using histogram matching and color model recovery
Author :
Zhang Yali ; Zhao Yong ; Xiao Pan ; Yuan Yule ; Yang Xi ; Lu Yawei
Author_Institution :
Key Lab. of Integrated Microsyst., Peking Univ., Shenzhen, China
Abstract :
Shadows exist in images where three-dimensional objects are irradiated by strong directional lights. Shadows will significantly influence the effects of image processing, such as object detection and image segmentation. Shadow removal has been an important subject as one kind of preliminary processing methods and varies algorithms have emerged. In this paper, we present an algorithm of shadow removal for single texture regions using histogram matching to detect shadows and color model recovery to remove shadows. Results of the whole algorithm show good performances in related experiments. And effects of the intermediate process are also presented in this paper.
Keywords :
image colour analysis; image matching; image segmentation; object detection; color model recovery; histogram matching; image processing; image segmentation; object detection; shadow removal; single texture region; three-dimensional objects; Abstracts; Computational modeling; Entropy; Image color analysis; Image recognition; Indexes; Irrigation; color model recovery; histogram matching; shadow removal;
Conference_Titel :
Signal Processing (ICSP), 2014 12th International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4799-2188-1
DOI :
10.1109/ICOSP.2014.7015128