14 citations · 29 across the 4 of their papers we have counts for
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cs.CV2021★ 1 cited
Bayesian Deep Basis Fitting for Depth Completion with Uncertainty
Chao Qu, Wenxin Liu, Camillo J. Taylor
In this work we investigate the problem of uncertainty estimation for image-guided depth completion. We extend Deep Basis Fitting (DBF) for depth completion within a Bayesian evide…
cs.CV2018★ 14 cited
Robustness Meets Deep Learning: An End-to-End Hybrid Pipeline for Unsupervised Learning of Egomotion
Alex Zihao Zhu, Wenxin Liu, Ziyun Wang +2
In this work, we propose a method that combines unsupervised deep learning predictions for optical flow and monocular disparity with a model based optimization procedure for instan…