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Multisource surveillance video coding with synthetic reference frame

机译:具有合成参考帧的多源监视视频编码

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摘要

Due to the increasing growth of surveillance data, high-efficiency surveillance video coding schemes are demanded. However, the existing conventional coding framework has difficulties in handling rotation and zooming whilst the recently proposed multisource surveillance video coding method is inflexible and prone to be affected by pose errors. To this end, we propose to combine conventional surveillance video coding and multisource surveillance video coding into one unified framework. First, global knowledge in the form of 3D model and initial textures is employed to construct a knowledge based reference frame. Meanwhile, a temporal reference frame is also generated from the reconstructed frames in decoded picture buffer. Then, they are fused to obtain the synthetic reference frame to exploit global and local information. Finally, we add the synthetic reference frame into reference picture list and rearrange the list to optimize the overall efficiency. Experimental results demonstrate the effectiveness of the proposed method over state-of-the-art anchors. (C) 2019 Elsevier Inc. All rights reserved.
机译:由于监视数据的增长,因此需要高效的监视视频编码方案。然而,现有的常规编码框架在处理旋转和缩放方面有困难,而最近提出的多源监视视频编码方法是不灵活的并且容易受到姿势误差的影响。为此,我们建议将传统的监视视频编码和多源监视视频编码结合到一个统一的框架中。首先,采用3D模型和初始纹理形式的全局知识来构建基于知识的参考框架。同时,还从解码图片缓冲器中的重构帧生成时间参考帧。然后,将它们融合以获得综合参考框架,以利用全局和局部信息。最后,我们将合成参考帧添加到参考图片列表中,并重新排列列表以优化整体效率。实验结果证明了该方法在最先进的锚上的有效性。 (C)2019 Elsevier Inc.保留所有权利。

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