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06/02/2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation
Denoising diffusion probabilistic models have transformed image generati...
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05/03/2022
RAFT-MSF: Self-Supervised Monocular Scene Flow using Recurrent Optimizer
Learning scene flow from a monocular camera still remains a challenging ...
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05/05/2021
Self-Supervised Multi-Frame Monocular Scene Flow
Estimating 3D scene flow from a sequence of monocular images has been ga...
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04/08/2020
Self-Supervised Monocular Scene Flow Estimation
Scene flow estimation has been receiving increasing attention for 3D env...
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04/06/2020
Optical Flow Estimation in the Deep Learning Age
Akin to many subareas of computer vision, the recent advances in deep le...
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04/10/2019
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation
Deep learning approaches to optical flow estimation have seen rapid prog...
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11/21/2017
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
In the era of end-to-end deep learning, many advances in computer vision...
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07/26/2016