Ji-Yun Kim

DFlow: Learning to Synthesize Better Optical Flow Datasets via a Differentiable Pipeline

Comprehensive studies of synthetic optical flow datasets have attempted to reveal what properties lead to accuracy improvement in learning-based optical flow estimation. However, manually identifying and verifying the properties that contribute to accurate optical flow estimation require large-scale…