Perceptually adaptive joint deringing-deblocking filtering for scalable video transmission over wireless networks

被引:1
|
作者
Wan, Shuai [1 ]
Mrak, Marta [1 ]
Ramzan, Naeem [1 ]
Izquierdo, Ebroul [1 ]
机构
[1] Univ London, Queen Mary, Multimedia & Vis Res Grp, London E1 4NS, England
关键词
scalable video coding; wireless communications; deringing; deblocking; bilateral filter; human visual system;
D O I
10.1016/j.image.2006.12.005
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Video transmission over low bit-rate channels, such as wireless networks, requires dedicated filtering during decoding for crucial enhancement of the perceptual video quality. For that reason, deringing and deblocking are inevitable components of decoders in wireless video transmission systems. Aimed at improving the visual quality of decoded video, in this paper a new perceptually adaptive joint deringing-deblocking filtering technique for scalable video streams is introduced. The proposed approach is designed to deal with artefacts inherent to transmissions over very low bit-rate channels, specifically wireless networks. It considers both prediction and update steps in motion compensated temporal filtering in an in-loop filtering architecture. The proposed approach integrates three different filtering modules to deal with low-pass, high-pass and after-update frames, respectively. The filter strength is adaptively tuned according to the number of discarded bit-planes, which in turn depends on the channel bit-rate and the channel error conditions. Furthermore, since ringing and blocking artefacts are visually annoying, relevant characteristics of the human visual system are considered in the used bilateral filtering model. That is, the amount of filtering is adjusted to the perceptual distortion by integrating a human visual system model into filtering based on luminance, activity and temporal masking. As a consequence, the resulting filter strength is automatically adapted to both perceptual sensitivity and channel variation. To assess the performance of the proposed approach, a comprehensive comparative evaluation against the conventional loop architecture and bilateral filter was conducted. The results of the experimental evaluation show a superior performance of the proposed adaptive filtering approach, providing better objective and subjective quality. (c) 2007 Elsevier B.V. All rights reserved.
引用
下载
收藏
页码:266 / 276
页数:11
相关论文
共 50 条
  • [1] Adaptive modulated scalable video transmission over wireless networks with a game theoretic approach
    Krishnaswamy, D
    van der Schaar, M
    2004 IEEE 6TH WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING, 2004, : 107 - 110
  • [2] Reliable transmission of scalable video streaming over wireless networks
    National ISN Key Laboratory, Xidian University, Xi'an 710071, China
    J. Comput. Inf. Syst., 2007, 2 (689-697):
  • [3] Adaptive two-stage FEC scheme for scalable video transmission over wireless networks
    Shan, Yufeng
    Yi, Su
    Kalyanaraman, Shivkumar
    Woods, John W.
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2009, 24 (09) : 718 - 729
  • [4] Joint Dynamic Rate Control and Transmission Scheduling for Scalable Video Multirate Multicast Over Wireless Networks
    Li, Chenglin
    Xiong, Hongkai
    Zou, Junni
    Wu, Dapeng Oliver
    IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 20 (02) : 361 - 378
  • [5] Rate-Optimization for Scalable Video Transmission over Wireless Networks
    Bocus, Mohammud Z.
    Coon, Justin P.
    2014 IEEE 80TH VEHICULAR TECHNOLOGY CONFERENCE (VTC FALL), 2014,
  • [6] Scalable and Media Aware Adaptive Video Streaming over Wireless Networks
    Nicolas Tizon
    Béatrice Pesquet-Popescu
    EURASIP Journal on Advances in Signal Processing, 2008
  • [7] Scalable and media aware adaptive video streaming over wireless networks
    Tizon, Nicolas
    Pesquet-Popescu, Beatrice
    EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2008, 2008 (1)
  • [8] Adaptive Scalable Layer Selection for Video Streaming over Wireless Networks
    Zeng, Ke
    Yang, Jian
    2012 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2012, : 2011 - 2015
  • [9] ADAPTIVE SCALABLE LAYER FILTERING PROCESS FOR VIDEO SCHEDULING OVER WIRELESS NETWORKS BASED ON MAC BUFFER MANAGEMENT
    Changuel, Nesrine
    Mastronarde, Nicolas
    Van der Shaar, Mihaela
    Sayadi, Bessem
    Kieffer, Michel
    2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2011, : 2352 - 2355
  • [10] Transmission of scalable video over networks
    Shi, XL
    Zhang, ZY
    THIRD INTERNATIONAL SYMPOSIUM ON MULTISPECTRAL IMAGE PROCESSING AND PATTERN RECOGNITION, PTS 1 AND 2, 2003, 5286 : 441 - 444