Subband coding of video using an edge-based vector quantization technique for compression of the upper bands

N. Mohsenian, N. Nasrabadi
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引用次数: 13

Abstract

A new subband video coding technique is introduced which utilizes several memoryless vector quantizing (VQ) schemes for encoding the various layers. A set of quadrature mirror filter banks was applied to the motion compensated frame differences (MCFDs) of the moving sequences to produce seven nonuniform bands. The upper bands displayed a significant amount of information at edge locations, these being the positions where the baseband of each layer was observed to have a similar behavior. Therefore, an edge-detecting operator, e.g., Laplacian or a Gaussian, was incorporated into the video compression model to extract the perceptually important locations of the upper bands from their correspondingly encoded baseband, thus eliminating the need for transmission of their addresses. Promising results were obtained which are suitable for low-bit-rate video applications where videophone and videoconferencing systems may be realized.<>
视频的子带编码使用基于边缘的矢量量化技术压缩上带
介绍了一种新的子带视频编码技术,该技术利用几种无记忆矢量量化(VQ)方法对各层进行编码。在运动序列的运动补偿帧差(MCFDs)中应用一组正交镜像滤波组产生7个非均匀带。上带在边缘位置显示了大量的信息,这些位置是观察到每层基带具有相似行为的位置。因此,在视频压缩模型中加入边缘检测算子,例如拉普拉斯算子或高斯算子,从相应编码的基带中提取出上层频带中感知上重要的位置,从而消除了传输其地址的需要。取得了令人满意的结果,适用于视频电话和视频会议系统的低比特率视频应用。
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