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Benchmarking Video Frame Interpolation
March 27, 2024, 4:45 a.m. | Simon Kiefhaber, Simon Niklaus, Feng Liu, Simone Schaub-Meyer
cs.CV updates on arXiv.org arxiv.org
Abstract: Video frame interpolation, the task of synthesizing new frames in between two or more given ones, is becoming an increasingly popular research target. However, the current evaluation of frame interpolation techniques is not ideal. Due to the plethora of test datasets available and inconsistent computation of error metrics, a coherent and fair comparison across papers is very challenging. Furthermore, new test sets have been proposed as part of method papers so they are unable to …
abstract arxiv benchmarking computation cs.cv current datasets error evaluation however metrics popular research test test datasets type video
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