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ÇѱÛÁ¦¸ñ(Korean Title) Á¦·Î-¼¦ ÇнÀÀ» ÀÌ¿ëÇÑ ºñµð¿À ÇÁ·¹ÀÓ º¸°£¿¡ ´ëÇÑ Å½±¸
¿µ¹®Á¦¸ñ(English Title) Video Frame Interpolation Using Zero-shot Learning
ÀúÀÚ(Author) °­µ¿¿ì   ÀÌ»óÁø   ÀÌÇö¼º   ÀÌ»óÀ±   Dongwoo Kang   Sangjin Lee   Hean Sung Lee   Sangyoun Lee  
¿ø¹®¼ö·Ïó(Citation) VOL 45 NO. 01 PP. 2140 ~ 2142 (2022. 06)
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(Korean Abstract)
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(English Abstract)
Video frame interpolation is to synthesize the intermediate frame when consecutive frames have been provided. It requires an understanding of the complex and large motions in real-world video. AdaCoF is an algorithm of warping image for video frame interpolation. Zero-shot learning is a method of training a model with only one data rather than using prior knowledge learned with a dataset and inferring results on that data. In this paper, we propose a VFI model through zero-shot learning based on the AdaCoF algorithm. Although the performance of the model was not better than base model, it could be further developed based on this study.
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