SPATIO-TEMPORAL SCALABILITY BASED ON MOTION-COMPENSATED DCT TEMPORAL FILTERS

被引:0
|
作者
Atta, Randa [1 ]
Rizk, Rawya [1 ]
Ghanbari, Mohammad [2 ]
机构
[1] Suez Canal Univ, Dept Elect Engn, Port Said 42523, Port Fouad, Egypt
[2] Univ Essex, Sch Elect Engn & Comp Sci, Colchester, Essex, England
关键词
H.264/AVC; lifting; temporal discrete wavelet transform; DCT; scalable video coding;
D O I
10.1109/ICIP.2009.5413834
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a motion compensated temporal filtering (MCTF) framework based on the discrete cosine transform (DCT) is proposed and named MCDCT-TF. It is able to employ filters of any length with particular emphasis on 5/3 DCT and 7/4 DCT. The proposed MCDCT-TF and the two-dimensional (2-D) DCT decimation technique are incorporated into H.264/AVC to provide spatio-temporal scalability. Compared with the current MCTF schemes such as Haar, and 5/3 wavelet filters, simulation results show that the proposed MCDCT-TF utilizing longer tap DCT filters achieves a significant improvement in coding gain. Moreover, the performance gap between the presented scalable video coding and the single layer H.264/AVC is small. However, the presented spatio-temporal coding scheme outperforms the spatio-temporal supported in JSVM.
引用
收藏
页码:641 / +
页数:2
相关论文
共 50 条
  • [31] Adaptive motion estimation based on spatio-temporal correlation
    Kim, DW
    Choi, JS
    Kim, JT
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 1998, 13 (02) : 161 - 170
  • [32] MOTION DETECTION BASED ON SPATIO-TEMPORAL SALIENCY PERCEPTION
    Gang-Yan
    Ming-Yu
    Cuihong-Xue
    PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOLS 1-4, 2013, : 948 - 951
  • [33] Block motion estimation based on spatio-temporal correlation
    Kim, DW
    Choi, JH
    Choi, YS
    Jeon, CH
    Ko, NY
    1996 IEEE TENCON - DIGITAL SIGNAL PROCESSING APPLICATIONS PROCEEDINGS, VOLS 1 AND 2, 1996, : 955 - 960
  • [34] Adaptive motion estimation based on spatio-temporal correlation
    Hong, Bo
    Zhuang, Jianmin
    Yu, Songyu
    2000, Shanghai Comp Soc, China (26):
  • [35] INCORPORATING SCALABILITY IN UNSUPERVISED SPATIO-TEMPORAL FEATURE LEARNING
    Paul, Sujoy
    Roy, Sourya
    Roy-Chowdhury, Amit K.
    2018 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2018, : 1503 - 1507
  • [36] Content adaptive update for lifting-based motion-compensated temporal filtering
    Song, L
    Xu, J
    Xiong, H
    Wu, F
    ELECTRONICS LETTERS, 2005, 41 (01) : 14 - 16
  • [37] Temporal search range prediction based on a linear model of motion-compensated residue
    Guo, Liwei
    Au, Oscar C.
    Ma, Mengyao
    Liang, Zhiqin
    Wong, Peter H.
    2008 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-12, 2008, : 677 - +
  • [38] Spatio-temporal reasoning based spatio-temporal information management middleware
    Wang, SS
    Liu, DY
    Wang, Z
    ADVANCED WEB TECHNOLOGIES AND APPLICATIONS, 2004, 3007 : 436 - 441
  • [39] MOTION DETECTION IN SPATIO-TEMPORAL SPACE
    LIOU, SP
    JAIN, RC
    COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1989, 45 (02): : 227 - 250
  • [40] Spatio-temporal model for image motion
    Park, E
    Wohn, K
    ELECTRONICS LETTERS, 1998, 34 (16) : 1574 - 1575