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Scalable Video Coding Using Adaptive Directional Lifting-Based Wavelet Transform

机译:基于自适应方向提升的小波变换的可扩展视频编码

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3-D wavelet video coding technique provides an elegant solution to the multimedia transmission scalability requirement. It uses motion-compensated temporal filtering (MCTF) for temporal decomposition and 2-D discrete wavelet transform (2-D DWT) for spatial decomposition. MCTF decomposes video frames into temporal high-pass residuals and temporal low-pass residuals. The temporal high-pass residuals have similar statistical properties as the motion compensation residuals but the temporal low-pass ones are similar to the original images. The adaptive directional lifting-based wavelet transform (ADLWT) finds the best filter direction in an image local area and provides better energy compaction than DWT. In this paper, we use ADLWT to replace 2-D DWT to improve the performance of 3-D wavelet video coding.
机译:3-D小波视频编码技术为多媒体传输的可扩展性要求提供了一种优雅的解决方案。它使用运动补偿时间滤波(MCTF)进行时间分解,并使用2-D离散小波变换(2-D DWT)进行空间分解。 MCTF将视频帧分解为时间高通残差和时间低通残差。时间高通残差具有与运动补偿残差相似的统计特性,但时间低通残差与原始图像相似。自适应方向性基于提升的小波变换(ADLWT)在图像局部区域中找到最佳滤波器方向,并提供了比DWT更好的能量压缩效果。在本文中,我们使用ADLWT来代替2-D DWT,以提高3-D小波视频编码的性能。

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