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AN ATTENTION BASED SPATIAL ADAPTATION SCHEME FOR H.264 VIDEOS ON MOBILES

机译:用于移动H.264视频的基于注意力的空间自适应方案

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With the growing popularity of personal digital assistant devices and smart phones, consumers have become increasingly enthusiastic to watching videos from these mobile devices. However, when browsing videos in mobiles, users often feel that the display resolution greatly affects their perceptual experience with the limited screen size. In this paper, an attention based spatial video adaptation scheme is proposed to overcome the display constraints by producing and displaying the region of interest. According to the size of the target display, we automatically detect and crop the informative region in each frame to generate a smooth sequence. To avoid costly full encoding operations, we develop a set of transcoding techniques based on the H.264 standard. Experimental results show that this approach not only improves the perceptual quality but also saves the bandwidth and computation, especially for the videos which have not been well edited.
机译:随着个人数字助理设备和智能电话的日益普及,消费者越来越热衷于观看来自这些移动设备的视频。但是,在手机中浏览视频时,用户通常会觉得显示分辨率在有限的屏幕尺寸下会极大地影响他们的感知体验。在本文中,提出了一种基于注意力的空间视频自适应方案,以通过产生和显示感兴趣区域来克服显示约束。根据目标显示的大小,我们自动检测并裁剪每一帧中的信息区域,以生成平滑的序列。为了避免进行昂贵的完整编码操作,我们基于H.264标准开发了一套转码技术。实验结果表明,该方法不仅提高了感知质量,而且还节省了带宽和计算量,特别是对于未经良好编辑的视频。

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