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Distributed Video Coding with Frame Estimation at Decoder

机译:解码器中具有帧估计的分布式视频编码

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In distributed video coding, input video stream is split into group of pictures of various lengths. Longer group of pictures is preferred as there is more temporal redundancy. However, the system time might increase as more frames need to be transmitted and be stored in the buffer. In this paper, we try to reduce the system time by proposing a model where only the odd-numbered Wyner-Ziv frames shall be transmitted from the encoder. At the decoder, the missing even-numbered Wyner-Ziv frames shall be estimated for full reconstruction of the video sequence. The simulation results show that the proposed model is more efficient as the output video sequence could be obtained in a shorter time. The estimated missing frames at the decoder are also of acceptable quality compared to the original frames at the encoder.
机译:在分布式视频编码中,输入视频流被分成各种长度的图片组。最好使用较长的图片组,因为存在更多的时间冗余。但是,由于需要传输更多帧并将其存储在缓冲区中,因此系统时间可能会增加。在本文中,我们尝试通过提出一个仅从编码器传输奇数Wyner-Ziv帧的模型来减少系统时间。在解码器处,应估计丢失的偶数Wyner-Ziv帧,以完全重建视频序列。仿真结果表明,所提出的模型效率更高,因为可以在更短的时间内获得输出视频序列。与编码器上的原始帧相比,解码器上的估计丢失帧也具有可接受的质量。

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