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ApptelMap
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#107
06-08-2022, 10:02 AM
In addition, we introduce an optical flow estimation module to exploit the information from adjacent frames for HR video restoration. Experiments show that our method performs favorably against state-of-the-art ones on benchmarks and real-world videos. Self-supervised learning, blind video super-resolution, convolutional neural network, deep learning. With the rapid development of high definition devices, visualizing the videos generated by some low-resolution (LR) imaging devices on these high definition devices usually leads to significant aliasing and blur effect. Thus, it is of great interest to develop an effective algorithm to super-resolve videos for better visualization on the high definition devices. The goal of video super-resolution (SR) is to infer the latent high-resolution (HR) videos from given LR ones. POSTSUBSCRIPT denote the downsampling. Video SR is a highly ill-posed problem as the latent HR frame, blurring matrix, and warping matrix are unknown. Some recent significant advance has been achieved due to the use of kinds of deep convolution neural networks (CNNs).




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http://obobrysheva.ru/forum/viewtopic.php?f=5&t=61586
https://sportvaganza.com/showthread.php?...#pid792901
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