Search Results for author: Saif Imran

Found 2 papers, 1 papers with code

Depth Completion with Twin Surface Extrapolation at Occlusion Boundaries

1 code implementation CVPR 2021 Saif Imran, Xiaoming Liu, Daniel Morris

Key to our method is the use of an asymmetric loss function that operates on a novel twin-surface representation.

Depth Completion

Depth Coefficients for Depth Completion

no code implementations CVPR 2019 Saif Imran, Yunfei Long, Xiaoming Liu, Daniel Morris

We also show that the standard Mean Squared Error (MSE) loss function can promote depth mixing, and thus propose instead to use cross-entropy loss for DC.

Depth Completion object-detection +1

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