Title :
Postprocessing of block-coded videos for deflicker and deblocking
Author :
Jie Ren ; Jiaying Liu ; Mading Li ; Zongming Guo
Author_Institution :
Inst. of Comput. Sci. & Technol., Peking Univ., Beijing, China
Abstract :
In this paper, we propose a novel postprocessing method to suppress both the flickering and blocking artifacts in block-coded videos. For reducing the flickering effect between adjacent frames, we propose an adaptive multi-scale motion filtering method to maintain the motion coherence of processed video. For blocking artifacts suppression, we adopt a patch-based scheme in which similar patches are grouped in a spatio-temporal domain and each patch group is recovered by solving a low rank matrix completion problem. Experimental results show that the proposed method can significantly reduce the flickering and blocking artifacts in the decoded videos.
Keywords :
adaptive filters; discrete cosine transforms; image motion analysis; video coding; adaptive multiscale motion filtering method; adjacent frames; artifacts suppression blocking; block-based discrete cosine transform; block-coded video postprocessing; blocking artifacts; flickering artifacts; flickering effect; low rank matrix completion problem; motion coherence; postprocessing method; processed video; spatio-temporal domain; video compression standards; Cities and towns; Coherence; Image restoration; PSNR; Quantization (signal); Videos; Visualization; Video deblocking; adaptive multi-scale motion filtering; deflicker; low rank matrix completion;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
DOI :
10.1109/ICASSP.2013.6637928