Visual sensitivity guided bit allocation for video coding

被引:83
|
作者
Tang, CW [1 ]
Chen, CH
Yu, YH
Tsai, CJ
机构
[1] Ind Technol Res Inst, Mech Ind Res Labs, Hsinchu 310, Taiwan
[2] Natl Chiao Tung Univ, Dept Comp Sci & Informat Engn, Hsinchu 300, Taiwan
关键词
bit allocation; H.264; psychovisual model; rate-visual distortion analysis; visual attention; visual masking;
D O I
10.1109/TMM.2005.861295
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A video bit allocation technique adopting a visual distortion sensitivity model for better rate-visual distortion Coding control is proposed in this paper. Instead of applying complicated semantic understanding, the proposed automatic distortion sensitivity analysis process analyzes both the motion and the texture structures in the video sequences in order to achieve better bit allocation for rate-constrained video coding. The proposed technique evaluates the perceptual distortion sensitivity on a macroblock basis, and allocates fewer bits to regions permitting large perceptual distortions for rate reduction. The proposed algorithm can be incorporated into existing video coding rate control schemes to achieve same visual quality at reduced bitrate. Experiments based on H.264 JM7.6 show that this technique achieves bit-rate saving of up to 40.61%. However, the conducted subjective viewing experiments show that there is no perceptual quality degradation.
引用
收藏
页码:11 / 18
页数:8
相关论文
共 50 条
  • [31] Bit allocation for video coding with temporal-spatial tradeoff
    Liu, S
    Kim, J
    Kuo, CCJ
    [J]. ADVANCES IN MUTLIMEDIA INFORMATION PROCESSING - PCM 2001, PROCEEDINGS, 2001, 2195 : 466 - 473
  • [32] Adaptive Bit Allocation for 3D Video Coding
    Chao Yang
    Ping An
    Liquan Shen
    Deyang Liu
    [J]. Circuits, Systems, and Signal Processing, 2017, 36 : 2102 - 2124
  • [33] Convex Optimization-Based Bit Allocation for Video Coding
    Qing Wu
    King-To Ng
    Shing-Chow Chan
    Heung-Yeung Shum
    [J]. Journal of Signal Processing Systems, 2010, 58 : 325 - 340
  • [34] Regional bit allocation with visual attention and distortion sensitivity
    Pak, Mesut
    Bayazit, Ulug
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (27-28) : 19239 - 19263
  • [35] Regional bit allocation with visual attention and distortion sensitivity
    Mesut Pak
    Ulug Bayazit
    [J]. Multimedia Tools and Applications, 2020, 79 : 19239 - 19263
  • [36] An bit allocation optimization algorithm for low bit-rate video coding in perceptual
    Zhou, JL
    Yuan, SQ
    Yu, SS
    [J]. 1998 5TH INTERNATIONAL CONFERENCE ON SOLID-STATE AND INTEGRATED CIRCUIT TECHNOLOGY PROCEEDINGS, 1998, : 520 - 523
  • [37] Very low bit rate video coding for visual communications
    Yahampath, P
    Kinsner, W
    [J]. IEEE WESCANEX 97 COMMUNICATIONS, POWER AND COMPUTING CONFERENCE PROCEEDINGS, 1997, : 24 - 29
  • [38] Adaptive Bit Allocation for Consistent Video Quality in Scalable High Efficiency Video Coding
    Yang, Shih-Hsuan
    Phuong Binh Vo
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 27 (07) : 1555 - 1567
  • [39] Drift management and adaptive bit rate allocation in scalable video coding
    Yang, H
    Zhang, R
    Rose, K
    [J]. 2002 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL II, PROCEEDINGS, 2002, : 49 - 52
  • [40] Adaptive model-driven bit allocation for MPEG video coding
    Tao, B
    Dickinson, BW
    Peterson, HA
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2000, 10 (01) : 147 - 157