时空信息作为超分辨率视频的摄像机参数

Jussi Tarvainen, M. Nuutinen, P. Oittinen
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引用次数: 6

摘要

大多数现代消费类相机都能拍摄视频,但它们的空间分辨率通常低于静止图像。视频的空间分辨率可以通过混合摄像系统来提高,该系统将高分辨率静止图像的信息与低分辨率视频帧结合在一起,这一过程被称为超分辨率。由于这个过程是计算密集型的,我们提出了一种相机系统,该系统使用国际电联标准化的空间和时间信息测量SI和TI作为相机参数,以确定在捕获过程中超分辨率处理是否会导致感知质量的提高。实验结果表明,这两种度量的差异可以用来判断超分辨处理的可行性。
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Spatial and Temporal Information as Camera Parameters for Super-resolution Video
Most modern consumer cameras are capable of video capture, but their spatial resolution is generally lower than that of still images. The spatial resolution of videos can be enhanced with a hybrid camera system that combines information from high-resolution still images with low-resolution video frames in a process known as super-resolution. As this process is computationally intensive, we propose a camera system that uses the spatial and temporal information measures SI and TI standardized by ITU as camera parameters to determine during capture whether super-resolution processing would result in an increase in perceived quality. Experimental results show that the difference of these two measures can be used to determine the feasibility of super-resolution processing.
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