DocumentCode
24074
Title
Standard-Compliant Low-Pass Temporal Filter to Reduce the Perceived Flicker Artifact
Author
Jimenez-Moreno, Amaya ; Martinez-Enriquez, Eduardo ; Kumar, Vipin ; Diaz-de-Maria, Fernando
Author_Institution
Dept. of Signal Theor. & Commun., Carlos III Univ. of Madrid, Leganes, Spain
Volume
16
Issue
7
fYear
2014
fDate
Nov. 2014
Firstpage
1863
Lastpage
1873
Abstract
Flicker is a common video-compression-related temporal artifact. It occurs when co-located regions of consecutive frames are not encoded in a consistent manner, especially when Intra frames are periodically inserted at low and medium bit rates. In this paper we propose a flicker reduction method which aims to make the luminance changes between pixels in the same area of consecutive frames less noticeable. To this end, a temporal low-pass filtering is proposed that smooths these luminance changes on a block-by-block basis. The proposed method has some advantages compared to another state-of-the-art methods. It has been designed to be compliant with conventional video coding standards, i.e., to generate a bitstream that is decodable by any standard decoder implementation. The filter strength is estimated on-the-fly to limit the PSNR loss and thus the appearance of a noticeable blurring effect. The proposed method has been implemented on the H.264/AVC reference software and thoroughly assessed in comparison to a couple of state-of-the-art methods. The flicker reduction achieved by the proposed method (calculated using an objective measurement) is notably higher than that of compared methods: 18.78% versus 5.32% and 31.96% versus 8.34%, in exchange of some slight losses in terms of coding efficiency. In terms of subjective quality, the proposed method is perceived more than two times better than the compared methods.
Keywords
data compression; filtering theory; image motion analysis; social networking (online); video coding; H.264-AVC reference software; PSNR loss; bitstream generation; block-by-block basis; coding efficiency; luminance changes; motion-guided temporal filtering; perceived Flicker artifact reduction method; standard-compliant low-pass temporal filter; video coding standards; video-compression-related temporal artifact; Decoding; Encoding; Measurement; PSNR; Quantization (signal); Standards; Video coding; Flicker artifact; H.264/AVC; flicker reduction; low-pass temporal filtering; motion-guided temporal filtering; on-the-fly filter strength control; standard compliant;
fLanguage
English
Journal_Title
Multimedia, IEEE Transactions on
Publisher
ieee
ISSN
1520-9210
Type
jour
DOI
10.1109/TMM.2014.2347257
Filename
6876206
Link To Document