Image fusion‐based video deraining using sparse representation. Issue 18 (1st September 2016)

• Record Type: Journal Article
• Authors: Mi, Zetian; Shang, Jinxia; Zhou, Huan; Wang, Minghui
• Is Part Of: Electronics letters. Volume 52:Issue 18(2016)
• Page Start: 1528
• Page End: 1529
• Publication Date: 2016-09-01
• Subjects: image fusion -- video signal processing -- image representation; image fusion‐based video deraining -- sparse representation -- rain component -- nonrain component -- morphological component analysis -- decomposition‐based rain removal algorithm -- image fusion strategy -- rain‐free frame recovery -- fused coefficients -- fused dictionary -- rain streak removal -- information preservation; Electronics -- Periodicals; 621.381
• DOI: 10.1049/el.2016.1451
• Languages: English
• ISSNs: 0013-5194

Abstract

Abstract : By disregarding the 'rain component' but keeping the 'non‐rain component' only, results reconstructed by the conventional morphological component analysis decomposition‐based rain removal algorithms lose a lot of detail information. On the basis of the limitation, an image fusion strategy is introduced to remove rain from a video. The final rain‐free frame is recovered by employing the fused coefficients and the fused dictionary. Experimental results demonstrate that the proposed method can efficiently remove rain streaks, while at the same time preserve more detail information.