Encoder-Decoder Joint Enhancement for Video Chat

Zhenghao Zhang, Zhao Wang, Yan Ye, Shiqi Wang, Changwen Zheng
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Abstract

Video chat becomes more and more popular in our daily life. However, how to provide a high-quality video chat with the limited bandwidth is a key challenging task. In this paper, beyond the state-of-the-art video compression system, we propose an encoder-decoder joint enhancement algorithm for the video chat. In particular, the sparse map of the original frame is extracted at the encoder side and signaled to the decoder, which is utilized together with the sparse map of the decoded frame to obtain the boundary transformation map. In this manner, the boundary transformation map represents the key difference between the original frame and the decoded frame and hence can be used to enhance the decoded frame. Experimental results show that the proposed algorithm brings clear subjective and objective quality improvements. At the same quality, the proposed algorithm can achieve 35% bitrate savings compared to the VVC.
视频聊天的编码器-解码器联合增强
视频聊天在我们的日常生活中变得越来越流行。然而,如何在有限的带宽下提供高质量的视频聊天是一个关键的挑战。本文在现有视频压缩系统的基础上,提出了一种用于视频聊天的编码器-解码器联合增强算法。其中,在编码器侧提取原始帧的稀疏映射,并向解码器发送信号,与解码帧的稀疏映射一起利用,得到边界变换映射。这样,边界变换映射就表示了原始帧和解码帧之间的关键区别,因此可以用来增强解码帧。实验结果表明,该算法在主客观两方面都有明显的质量提升。在相同的质量下,与VVC相比,该算法可以节省35%的比特率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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