Application specific image compression for virtual conferencing

Jiangfeng Ding, Jon C. Furgeson, E. Sha
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引用次数: 3

Abstract

Image compression has been an important research topic for many years. There are many kinds of compression techniques, but most of these do not fully take advantage of the characteristics of a target application. An example is virtual conferencing, one of the most popular applications in multimedia, which demands a huge network bandwidth. The paper presents an application-specific image compression technique focusing on virtual conferencing. The paper proposes a compression technique that compresses the image background and foreground (the face part) with different compression qualities. Compared to standard JPEG compression, our algorithms may reduce half of the image file size with a reasonably clear quality of background. This paper discusses how to divide an image into a background part and a foreground part automatically, and how to design and compare several different algorithms for compressing these two parts with different quality.
用于虚拟会议的应用程序特定图像压缩
多年来,图像压缩一直是一个重要的研究课题。压缩技术有很多种,但大多数都不能充分利用目标应用程序的特性。一个例子是虚拟会议,它是多媒体中最流行的应用之一,它需要巨大的网络带宽。本文提出了一种针对虚拟会议的专用图像压缩技术。本文提出了一种对图像背景和前景(人脸部分)进行不同压缩质量压缩的压缩技术。与标准JPEG压缩相比,我们的算法可以在背景质量相当清晰的情况下将图像文件大小减少一半。本文讨论了如何将图像自动划分为背景部分和前景部分,以及如何设计和比较几种不同的算法来压缩这两个不同质量的部分。
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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