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
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;
Journal_Title :
Multimedia, IEEE Transactions on
DOI :
10.1109/TMM.2014.2347257