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Combination Restoration for Motion-blurred Color Videos under Limited Transmission Bandwidth

机译:有限传输带宽下运动模糊彩色视频的组合恢复

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Color video images degraded in a deterministic way by motion-blurring can be restored by the new algorithm in real-time by using color components combination to fit to the limited transmission bandwidth. The image motion PSF of each surface of YUV422 image can be obtained based on the color space conversion model. The Y, U, V planes are packed to construct a 2 dimensional complex array. Through the decomposition of frequency domain, the Y, U, V frequency can be had respectively by performing Fourier transform a time on the specific complex array. The resulting frequencies will be filtered by Wiener filter to generate the final restored images. The proposed algorithm can restore 1024x1024 24-bit motionblurred color video images at 18 ms/frame speed on GPU, and the PSNR of the restored frame is 31.45. The experiment results show that the proposed algorithm is 3X speed compared to the traditional algorithm, and it reduces the bandwidth of video data stream 1/3.
机译:通过使用颜色分量组合以适应有限的传​​输带宽,通过新算法可以实时恢复通过运动模糊确定性地降级的彩色视频图像。可以基于色彩空间转换模型获得YUV422图像每个表面的图像运动PSF。将Y,U,V平面打包以构造二维复数数组。通过频域分解,可以通过对特定复数阵列执行时间傅立叶变换分别获得Y,U,V频率。产生的频率将由维纳滤波器进行滤波,以生成最终的还原图像。该算法可以在GPU上以18ms /帧的速度恢复1024x1024的24位运动模糊彩色视频图像,恢复后的帧的PSNR为31.45。实验结果表明,与传统算法相比,该算法速度提高了3倍,并且将视频数据流的带宽降低了1/3。

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