Abstract
AbstractWith the advent of smartphones and tablets, video traffic on the Internet has increased enormously. With this in mind, in 2013 the High Efficiency Video Coding (HEVC) standard was released with the aim of reducing the bit rate (at the same quality) by 50% with respect to its predecessor. However, new contents with greater resolutions and requirements appear every day, making it necessary to further reduce the bit rate. Perceptual video coding has recently been recognized as a promising approach to achieving high-performance video compression and eye tracking data can be used to create and verify these models. In this paper, we present a new algorithm for the bit rate reduction of screen recorded sequences based on the visual perception of videos. An eye tracking system is used during the recording to locate the fixation point of the viewer. Then, the area around that point is encoded with the base quantization parameter (QP) value, which increases when moving away from it. The results show that up to 31.3% of the bit rate may be saved when compared with the original HEVC-encoded sequence, without a significant impact on the perceived quality.
Funder
Ministerio de Economía y Competitividad
Junta de Comunidades de Castilla-La Mancha
Universidad Politécnica de Madrid
Publisher
Springer Science and Business Media LLC
Subject
Hardware and Architecture,Modeling and Simulation,Information Systems,Signal Processing,Theoretical Computer Science,Control and Systems Engineering
Reference27 articles.
1. Cisco. (2018). Visual networking index: forecast and trends, 2017/2022.
2. ITU-T recommendation H.265 and ISO/IEC 23008-2 (version 1). (2013). High Efficiency Video Coding.
3. ITU-T recommendation H.264 and ISO/IEC 14496-10 (version 1). (2003). Advanced Video Coding for Generic Audiovisual Services.
4. Ohm, J., Sullivan, G., Schwarz, H., Tan, T. K., & Wiegand, T. (2012). Comparison of the coding efficiency of video coding standards - including High Efficiency Video Coding (HEVC). IEEE Transactions on Circuits and Systems for Video Technology, 22(12), 1669–1684. https://doi.org/10.1109/TCSVT.2012.2221192.
5. ITU-T recommendation H.266 and MPEG-I part 3. (2020). Versatile Video Coding.
Cited by
1 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献