NDLI: Dynamic scene rain removal for moving cameras

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Dynamic scene rain removal for moving cameras

Content Provider	IEEE Xplore Digital Library
Author	Cheen-Hau Tan Jie Chen Lap-Pui Chau
Copyright Year	2014
Description	Author affiliation: Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore (Cheen-Hau Tan; Jie Chen; Lap-Pui Chau)
Abstract	Rain removal is important to ensure the robustness of applications which rely on video input towards rainy conditions. A number of algorithms have thus been proposed to remove the rain effect based on the properties of rain. However, most of these methods are not able to remove rain effectively for scenes taken from moving cameras. We propose a rain removal algorithm which can effectively remove rain from dynamic scenes taken from moving cameras by improving a recent state-of-the-art rain removal method. We do so by first aligning neighboring frames to a target frame before the target frame is de-rained. Experiments show that our proposed method is able to remove rain effectively for moving camera scenes.
Starting Page	372
Ending Page	376
File Size	3766459
Page Count	5
File Format	PDF
ISBN	9781479946129
ISSN	21653577
DOI	10.1109/ICDSP.2014.6900689
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-08-20
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Rain Cameras Motion segmentation Digital signal processing Computer vision Transforms Conferences frame alignment rain removal
Content Type	Text
Resource Type	Article

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