Title :
Adaptive Global Motion Temporal Filtering for High Efficiency Video Coding
Author :
Krutz, Andreas ; Glantz, A. ; Tok, M. ; Esche, M. ; Sikora, Thomas
Author_Institution :
Commun. Syst. Group, Tech. Univ. Berlin, Berlin, Germany
Abstract :
Coding artifacts in video codecs can be reduced using several spatial in-loop filters that are part of the emerging video coding standard High Efficiency Video Coding (HEVC). In this paper, we introduce the concept of global motion temporal filtering. A theoretical framework for a concept combining the temporal overlapping of several noisy versions of the same signal is introduced. This includes a model of the motion estimation error. As an important result, it is shown that an optimum number of frames N for filtering exists. An implementation of the concept based on several versions of the HEVC test model using global motion-compensated temporal filtering shows that significant gains can be achieved.
Keywords :
adaptive filters; motion compensation; motion estimation; video codecs; video coding; HEVC test model; adaptive global motion temporal filtering; coding artifacts; global motion-compensated temporal filtering; high-efficiency video coding; motion estimation error; signal noisy versions; spatial in-loop filters; temporal overlapping; video codecs; video coding standard; Bit rate; Filtering; Image coding; Motion estimation; Noise; Video coding; Higher order motion estimation; temporal filtering; theoretical model; video coding;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
DOI :
10.1109/TCSVT.2012.2223012