Web: http://arxiv.org/abs/2201.11632

Jan. 28, 2022, 2:10 a.m. | Chenyang Lei, Yazhou Xing, Hao Ouyang, Qifeng Chen

cs.CV updates on arXiv.org arxiv.org

Applying an image processing algorithm independently to each video frame
often leads to temporal inconsistency in the resulting video. To address this
issue, we present a novel and general approach for blind video temporal
consistency. Our method is only trained on a pair of original and processed
videos directly instead of a large dataset. Unlike most previous methods that
enforce temporal consistency with optical flow, we show that temporal
consistency can be achieved by training a convolutional neural network on …

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