基于ZedBoard的超分辨率视频复原系统

Super-resolution video restoration system based on ZedBoard

  • 摘要: 为了实现超分辨率视频图像的实时复原,设计了以ZedBoard可编程片上系统为基础的超分辨率视频复原系统。系统包括基于V4L2(Video for Linux 2)的USB摄像头视频采集、基于小波变换的超分辨率复原算法处理和基于Qt的图形用户界面制作以及视频输出。采用双线性、双立方和小波变换算法分别对Lena图像进行复原处理,峰值信噪比PSNR值分别为29.516、29.843、31.368。实验结果表明,提出的基于小波的超分辨率复原算法优于传统的插值算法,基于ZedBoard的超分辨视频复原系统复原效果良好。

     

    Abstract: In order to realize real-time super-resolution restoration of video image, a super-resolution video restoration system based on the ZedBoard programmable system on a chip was designed. The system includes the USB camera video acquisition based on video for Linux 2 (V4L2), the super-resolution restoration algorithm based on wavelet transform, and the graphical user interface and video output based on Qt. The bilinearity, double cube and wavelet transform methods were used to restore Lena image, and the peak signal noise ratio (PSNR) values between the original image and the restored images respectively are 29.516, 29.843 and 31.368,respectively. The experiment results show that the wavelet transform method proposed is better than traditional interpolation methods, and the super-resolution video restoration system based on ZedBoard is effective.

     

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