Side information enhancement using an adaptive hash-based genetic algorithm in a Wyner-Ziv context

Thomas Maugey, C. Yaacoub, J. Farah, Marco Cagnazzo, B. Pesquet-Popescu
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引用次数: 12

Abstract

Side information construction in Wyner-Ziv video coding is a sensible task which strongly influences the final ratedistortion performance of the scheme. This side information is usually generated through an interpolation of the previous and next images. Some of the zones of a scene however, such as the occlusions, cannot be estimated with other frames. In this paper we propose to avoid this problem by sending some hash information for these unpredictable zones of the image. The resulting algorithm is described and tested here. The obtained results show the advantages of using localized hash information for the high error zones in distributed video coding.
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在Wyner-Ziv上下文中使用自适应哈希遗传算法的侧信息增强
Wyner-Ziv视频编码中的侧信息构建是一项敏感的任务,对最终的码率失真性能有很大的影响。这种侧面信息通常是通过对前一幅和下一幅图像的插值生成的。然而,场景的某些区域,例如遮挡,无法用其他帧来估计。在本文中,我们建议通过为图像的这些不可预测区域发送一些哈希信息来避免这个问题。这里描述并测试了生成的算法。研究结果表明,在分布式视频编码的高错误区,使用局部哈希信息是有优势的。
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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