期刊文献+

多视点视频编码中的运动和视差估计快速算法 被引量:5

Fast Motion and Disparity Estimation of Multi-view Video Coding
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摘要 针对多视点视频编码复杂度高的问题,提出一种基于分层B帧视点-时间预测结构的运动和视差联合估计快速算法.利用参考帧图像和当前编码图像的运动矢量及视差矢量之间的几何关系,设计可靠的预测矢量作为搜索起始点,并分别在不同方向的参考帧内进行小范围的运动补偿以得到最佳运动和视差矢量.该方法由前一次运动/视差估计得到候选矢量来进行下一次视差/运动估计,只需1次搜索过程就能同时确定最佳运动和视差矢量.实验结果表明,该算法与JMVM全搜索算法相比,能在保持编码质量的同时,节省87.69%的编码时间. To reduce the complexity of multi-view video coding,a fast joint motion and disparity estimation algorithm based on the view-temporal hierarchical B picture coding structure is proposed.By using the geometry correlation between motion and disparity vectors among neighboring view frames,a reliable starting point is found firstly.An iterative search strategy is then carried out around the starting point to get optimal motion vector and disparity vector in both temporal and view directions.The proposed algorithm takes use of the prediction vector of previous motion or disparity field for the next disparity or motion field.It can get both motion and disparity vectors simultaneously during one estimation process.Experimental results demonstrate that the proposed algorithm can successfully save up to 87.69% computational complexity as compared with JMVM full search algorithm with a negligible quality drop.
出处 《北京工业大学学报》 EI CAS CSCD 北大核心 2011年第5期683-690,共8页 Journal of Beijing University of Technology
基金 国家自然科学基金资助项目(30970780) 北京市自然科学基金及教委重点科技项目(KZ200910005005)
关键词 H.264 多视点视频编码 视差估计 运动补偿 H.264 multi-view video coding disparity estimation motion compensation
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参考文献13

  • 1SMOLIC A, MUELLER K, STEFANOSKI N, et al. Coding algorithms for 3DTV-A survey [ J]. IEEE Transactions on Circuits and Systems for Video Technology, 2007, 17 (11 ) : 1606-1621.
  • 2LUO Y, ZHANG Z, AN P, et al. Stereo video coding based on frame estimation and interpolation [ J]. IEEE Transactions on Broadcasting, 2003, 49( 1 ) : 14-21.
  • 3JVT. ISO/IEC JTC1/SC29/WG11 Requirements on multi-view video coding [ S]. N6501. Redmond, USA: JVT, 2004.
  • 4JVT. ISO/IEC JTC1/SC29/WG11 and ITU-T SG16 Q. 6 joint multiview video model (JMVM) 2. 0 [ S]. JVT-U207. Hangzhou, China: JVT, 2006.
  • 5MERKLE P, SMOLIC A, MUELLER K, et al. Efficient prediction structures for muhiview video coding [J]. IEEE Transactions on Circuits and Systems for Video Technology, 2007, 17( 11 ) : 1461-1473.
  • 6徐彬,郁梅,叶锡恩,蒋刚毅.一种基于H.264的立体视频编码中的视差估计快速算法[J].浙江大学学报(理学版),2006,33(4):412-416. 被引量:6
  • 7SAN X, CAI H, LOU J G. Muhiview image coding based on geometric prediction[ J]. IEEE Transactions on Circuits and Systems for Video Technology, 2007, 17( 11 ) : 1536-1548.
  • 8KIM Y, KIM J, SOHN K. Fast disparity and motion estimation for multi-view video coding [ J]. IEEE Transactions on Consumer Electronics, 2007, 53 ( 2 ) : 712- 719.
  • 9LI X M, ZHAO D B, JI X Y, et al. A fast inter frame prediction algorithm for multi-view video coding[ C]//Proceedings of International Conference on Image Processing. San Antonio: IEEE Signal Processing Society, 2007: 417-420.
  • 10GUO X, LU Y, WU F, et al. Inter-view direct mode for multiview video coding[JJ. IEEE Transactions on Circuits and Systems for Video Technology, 2006, 16(12) : 1527-1532.

二级参考文献8

  • 1REDERT A,HENDRISK E,BIEMOND J.Correspondence estimation in image pairs[J].IEEE Signal Processing Magazine,1999,16(3):29-46.
  • 2NAEMURA T,KANEKO M,HARASHIMA H.Compression and representation of 3-D images[J].IEICE Trans INF&SYST,1999,E82-D(3):558-565.
  • 3OHM J R.Encoding and reconstruction of multiview video objects[J].IEEE Signal Processing Magazine,1999,12(7):47-54.
  • 4REDERT P A,HENDRILKS E A.Self calibration of stereo cameras with lens distortion[C]//Proceedings of IEEE IMDSP Workshop,1998:163-166.
  • 5CHEN Zhi-bo,ZHOU Peng,HE Yun.Fast Integer Pixel and Fractional Pixel Motion Estimation for JVT[C]//JVT-F017.doc.6th Meeting.Japan,2002.
  • 6ITU-T Rec.H.264| ISO/IEC 11496-10 AVC[S].JM 8.5.
  • 7朱仲杰,蒋刚毅,郁梅,吴训威.一种基于MPEG-2的立体视频编码中的视差匹配快速算法[J].电路与系统学报,2003,8(1):32-35. 被引量:6
  • 8朱仲杰,蒋刚毅,郁梅,吴训威.多视点视频编码中的视频目标提取与视差匹配[J].电子学报,2004,32(5):848-850. 被引量:6

共引文献5

同被引文献35

  • 1胡波.基于改进Mean Shift算法的实时视频目标跟踪[J].光子学报,2012,41(4):461-465. 被引量:4
  • 2杨文成,郁梅,傅松寅.李福翠等.多视点视频编码中的码率控制技术研究[J].二届亚太地区信息论学术会议论文集.国际会议.21l-11-04.
  • 3KALVA H, CHRISTODOULOU L, MAYRON L, et al. Challenges and opportunities in video coding for 3DTV[ C]// Proceedings of 2006 IEEE International Conference on Multimedia and Expo. Pis- cataway: IEEE, 2006: 1689- 1692.
  • 4KIMATA H, K1TAHARA M, KAMIKURA K, et al. Low-delay multiview video coding for free-viewpoint video communication[J]. Systems and Computers in Japan, 2007, 38(5): 14-28.
  • 5DING L F, TSUNG P K. CH1EN S Y, et al. Content-aware predic- tion algorithm with inter-view mode decision for muhiview video cod- ing[J]. IEEE Transactions on Muhimedia, 2008, 10(8): 1553- 1564.
  • 6KIM Y, KIM J, SOHN K. Fast disparity and motion estimation for multi-view video coding[ J]. IEEE Transactions on Consumer Elec- tronics, 2007, 53(2): 712-719.
  • 7SHEN L Q, FENG G R, LIU Z, et al. Macroblock-level adaptive search range algorithm for motion estimation in multiview video cod- ing[ J]. Journal of Electronic hnaging, 2009, 18(3) : 1 - 8.
  • 8SHEN L Q, LIU Z, YAN T, et al. View-adaptive motion estimation and disparity estimation for low complexity multiview video coding [ J]. IEEE Transactions on Circuits and Systems for Video Technolo- gy, 2010, 20(6): 925-930.
  • 9COMANICIU D, MEER P. Mean shift: a robust application toward feature space analysis[ J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2002, 24(5): 603-619.
  • 10HU J-S, JUAN C-W, WANG J-J. A spatial-color mean-shift object tracking algorithm with scale and orientation estimation[ J]. Pattern Recognition Letters, 2008, 29(16) 2165-2173.

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