Regularizing Nighttime Weirdness: Efficient Self-supervised Monocular Depth Estimation in the Dark

Author:

Wang Kun1,Zhang Zhenyu2,Yan Zhiqiang1,Li Xiang1,Xu Baobei3,Li Jun1,Yang Jian1

Affiliation:

1. Nanjing University of Science and Technology,PCA Lab,China

2. Tencent YouTu Lab

3. Hikvision Research Institute

Publisher

IEEE

Reference56 articles.

1. U-net: Convolutional networks for biomedical image segmentation;ronneberger;MICCAI,2015

2. Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

3. SIGNet: Semantic Instance Aided Unsupervised 3D Geometry Perception

4. Least Squares Generative Adversarial Networks

5. 1 Year, 1000km: The Oxford RobotCar Dataset;maddern;IJRR,2017

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