Title :
Nearest-neighbor intra prediction for screen content video coding
Author :
Haoming Chen ; Saxena, Ankur ; Fernandes, F.
Author_Institution :
Samsung Inf. Syst. America, Richardson, TX, USA
Abstract :
Screen content video coding is becoming increasingly important in various applications, such as desktop sharing, video conferencing, and remote education. In general, compared to natural camera-captured content, screen content has different characteristics, such as sharp edges. In this paper, we propose a novel intra prediction scheme for screen content video. In the proposed scheme, bilinear interpolation in angular intra prediction in HEVC is selectively replaced by nearest-neighbor (NN) interpolation to preserve the sharp edges in screen content video. We present two different variants of NN interpolation. In the first implicit pixel-based method, both the encoder, and the decoder determine whether to perform NN interpolation based on the prediction pixels. The second method comprises of the encoder performing a Rate-Distortion search at a block-level, and explicitly signaling a flag to the decoder to indicate when to use the NN interpolation. Both the proposed variants provide significant gains over HEVC, and simulation results show that average gains of 3.3% BD-bitrate are achieved for screen content video. The HEVC proposal of this method was accepted in the core experiments, and would be a technology under consideration in the ongoing Screen Content Coding extension of HEVC scheduled to begin in March 2014.
Keywords :
interpolation; rate distortion theory; teleconferencing; video cameras; video coding; video communication; HEVC; NN interpolation; bilinear interpolation; desktop sharing; natural camera-captured content; nearest-neighbor interpolation; nearest-neighbor intra prediction; prediction pixels; rate distortion search; remote education; screen content coding extension; screen content video coding; sharp edges; video conferencing; Artificial intelligence; Decoding; Encoding; Interpolation; Rate-distortion; Video coding; Video sequences; H.265/HEVC; Intra prediction; bilinear interpolation; nearest-neighbor interpolation; screen content coding;
Conference_Titel :
Image Processing (ICIP), 2014 IEEE International Conference on
Conference_Location :
Paris
DOI :
10.1109/ICIP.2014.7025637