非常低比特率视频的内容自适应后滤波

A. Jacquin, H. Okada, P. E. Crouch
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引用次数: 14

摘要

我们提出了一种适应全局图像质量以及(可选)从视频序列中提取的语义图像内容的后滤波算法。这种方法与传统的后滤波技术相反,后者试图仅根据局部信号特征去除编码伪影。我们的后滤波器非常适合以非常低的比特率(小于25.6 kbps)编码的头肩视频,其中编码伪影相当强,难以从精细的图像细节中区分出来。将基于h .263编解码器以16 kbps编码的头肩序列与使用所提出的内容自适应后滤波器进行后滤波的图像进行了比较。后滤波器设法去除低比特率编码器引入的大多数蚊子伪影,同时保留良好的面部细节再现。
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Content-adaptive postfiltering for very low bit rate video
We propose a postfiltering algorithm which adapts to global image quality as well as (optionally) to semantic image content extracted from the video sequence. This approach is in contrast to traditional postfiltering techniques which attempt to remove coding artifacts based on local signal characteristics only. Our postfilter is ideally suited to head-and-shoulders video coded at very low bit rates (less than 25.6 kbps), where coding artifacts are fairly strong and difficult to distinguish from fine image detail. Results are shown comparing head-and-shoulder sequences encoded at 16 kbps with an H.263-based codec to images postfiltered using the content-adaptive postfilter proposed. The postfilter manages to remove most of the mosquito artifacts introduced by the low-bit-rate coder while preserving a good rendition of facial detail.
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