Multi-resolution Quality-based Video Coding System for DASH Scenarios

被引:3
|
作者
Moina-Rivera, Wilmer [1 ]
Gutierrez-Aguado, Juan [1 ]
Garcia-Pineda, Miguel [1 ]
机构
[1] Univ Valencia, Comp Sci Dept, Valencia, Spain
关键词
video coding; quality; multi-resolution; DASH; VMAF; QoE;
D O I
10.1145/3458306.3460996
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Today, more than 85% of Internet traffic has a multimedia component. Video streaming occupies a large part of this percentage mainly because this type of content is provided by the most used applications on the Internet (e.g. Twitch, TikTok, Disney+, YouTube, Netflix, etc.). Most of these platforms use HTTP Adaptive Streaming (HAS) to send this media content to end users in order to ensure a good quality of experience (QoE). But, this QoE should be guaranteed from the video to be transmitted, i.e., the video should have an adequate quality by minimizing the bitrate before transmission. In order to solve this issue, we present a system capable of encoding a video in several resolutions given the desired value of an objective metric. Our system includes the objective metric in the encoding loop in order to maintain the quality in all segments. This system has been tested with three video and five resolutions for each video. Our proposal provides improvements of more than 10% in terms of video size and with similar coding times when compared with a fixed Constant Rate Factor (CRF) encoding. A visual comparison between our proposal and a fixed CRF encoding can be seen at: https://links.uv.es/jgutierr/multiresQ
引用
收藏
页码:43 / 49
页数:7
相关论文
共 50 条
  • [1] Adaptive Coding Configuration for Multi-resolution Video Coding
    Wang, Ren-Jie
    Huang, Chih-Wei
    Chang, Pao-Chi
    [J]. 2013 IEEE 17TH INTERNATIONAL SYMPOSIUM ON CONSUMER ELECTRONICS (ISCE), 2013, : 239 - 240
  • [2] Removing redundancy in multi-resolution scalable video coding schemes
    Boisson, Guillaume
    Francois, Edouard
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS, 2006, : 189 - +
  • [3] Secure Network Coding for Multi-Resolution Wireless Video Streaming
    Lima, Luisa
    Gheorghiu, Steluta
    Barros, Joao
    Medard, Muriel
    Lopez Toledo, Alberto
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2010, 28 (03) : 377 - 388
  • [4] MRET: Multi-resolution transformer for video quality assessment
    Ke, Junjie
    Zhang, Tianhao
    Wang, Yilin
    Milanfar, Peyman
    Yang, Feng
    [J]. FRONTIERS IN SIGNAL PROCESSING, 2023, 3
  • [5] Fast lossless multi-resolution motion estimation for scalable wavelet video coding
    Liu, Yu
    Ngan, King Ngi
    [J]. 2006 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-11, PROCEEDINGS, 2006, : 3966 - +
  • [6] Multi-resolution source coding theorems
    Effros, M
    [J]. 1998 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY - PROCEEDINGS, 1998, : 226 - 226
  • [7] An Efficient Multi-Resolution Chain Coding
    Nerat, Andrej
    Strnad, Damjan
    Zalik, Krista Rizman
    Zalik, Borut
    [J]. IEEE ACCESS, 2024, 12 (54721-54731) : 54721 - 54731
  • [8] Network Coding for Multi-Resolution Multicast
    Kim, MinJi
    Lucani, Daniel
    Shi, Xiaomeng
    Zhao, Fang
    Medard, Muriel
    [J]. 2010 PROCEEDINGS IEEE INFOCOM, 2010,
  • [9] Multi-resolution extreme learning machine-based side information estimation in distributed video coding
    Dash, Bodhisattva
    Rup, Suvendu
    Mohapatra, Anjali
    Majhi, Banshidhar
    Swamy, M. N. S.
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (20) : 27301 - 27335
  • [10] Multi-resolution access control algorithm based on fractal coding
    Roche, S
    Dugelay, JL
    Molva, R
    [J]. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS - VOL III, 1996, : 235 - 238