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Very Low Bit-Rate Video Coding by Combining H.264/AVC Standard and 2-D Discrete Wavelet Transform

机译:结合H.264 / AVC标准和2D离散小波变换的极低比特率视频编码

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摘要

In this paper, we propose a new method for very low bit-rate video coding that combines H.264/AVC standard and two-dimensional discrete wavelet transform. In this method, first a two dimensional wavelet transform is applied on each video frame independently to extract the low frequency components for each frame and then the low frequency parts of all frames are coded using H.264/AVC codec. On the other hand, the high frequency parts of the video frames are coded by Run Length Coding algorithm, after applying a threshold to neglect the low value coefficients. Experiments show that our proposed method can achieve better rate-distortion performance at very low bit-rate applications below 16 kbits/s compared to applying H.264/AVC standard directly to all frames. Applications of our proposed video coding technique include video telephony, video-conferencing, transmitting or receiving video over half-rate traffic channels of GSM networks.
机译:在本文中,我们提出了一种结合H.264 / AVC标准和二维离散小波变换的非常低比特率视频编码新方法。在这种方法中,首先将二维小波变换独立应用于每个视频帧,以提取每个帧的低频分量,然后使用H.264 / AVC编解码器对所有帧的低频部分进行编码。另一方面,在施加阈值以忽略低值系数之后,通过游程长度编码算法对视频帧的高频部分进行编码。实验表明,与将H.264 / AVC标准直接应用于所有帧相比,我们提出的方法在16 kbits / s以下的非常低的比特率应用上可以实现更好的速率失真性能。我们提出的视频编码技术的应用包括视频电话,视频会议,通过GSM网络的半速率业务信道发送或接收视频。

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