Temporal Interpolation as an Unsupervised Pretraining Task for Optical Flow Estimation

21 Sep 2018Jonas WulffMichael J. Black

The difficulty of annotating training data is a major obstacle to using CNNs for low-level tasks in video. Synthetic data often does not generalize to real videos, while unsupervised methods require heuristic losses... (read more)

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