Motion Rectification Network for Unsupervised Learning of Monocular Depth and Camera Motion

2020 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip40778.2020.9190649 ◽

2020 ◽

Author(s):

Hong Liu ◽

Guoliang Hua ◽

Weibo Huang

Keyword(s):

Unsupervised Learning ◽

Camera Motion ◽

Monocular Depth

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Unsupervised learning for monocular depth and motion with real scale

2020 Chinese Automation Congress (CAC) ◽

10.1109/cac51589.2020.9327882 ◽

2020 ◽

Author(s):

Sibo Liu ◽

Lijin Fang

Keyword(s):

Unsupervised Learning ◽

Monocular Depth ◽

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Unsupervised Learning of Monocular Depth and Large-Ego-Motion With Multiple Loop Consistency Losses

IEEE Access ◽

10.1109/access.2019.2920301 ◽

2019 ◽

Vol 7 ◽

pp. 77839-77848 ◽

Author(s):

Junning Zhang ◽

Qunxing Su ◽

Pengyuan Liu ◽

Chao Xu ◽

Yanlong Chen

Keyword(s):

Unsupervised Learning ◽

Monocular Depth

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Temporal-Aware SfM-Learner: Unsupervised Learning Monocular Depth and Motion from Stereo Video Clips

2020 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR) ◽

10.1109/mipr49039.2020.00059 ◽

2020 ◽

Author(s):

Lanqing Zhang ◽

Ge Li ◽

Thomas H. Li

Keyword(s):

Unsupervised Learning ◽

Video Clips ◽

Stereo Video ◽

Monocular Depth

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Unsupervised learning of monocular depth and ego-motion with space–temporal-centroid loss

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-019-01020-6 ◽

2019 ◽

Vol 11 (3) ◽

pp. 615-627 ◽

Author(s):

Junning Zhang ◽

Qunxing Su ◽

Pengyuan Liu ◽

Chao Xu ◽

Yanlong Chen

Keyword(s):

Unsupervised Learning ◽

Monocular Depth

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Unsupervised Learning of Monocular Depth from Videos

2019 Chinese Automation Congress (CAC) ◽

10.1109/cac48633.2019.8996631 ◽

2019 ◽

Author(s):

Gao Haosheng ◽

Teng Wang

Keyword(s):

Unsupervised Learning ◽

Monocular Depth

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Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition ◽

10.1109/cvpr.2018.00043 ◽

2018 ◽

Author(s):

Huangying Zhan ◽

Ravi Garg ◽

Chamara Saroj Weerasekera ◽

Kejie Li ◽

Harsh Agarwal ◽

...

Keyword(s):

Unsupervised Learning ◽

Depth Estimation ◽

Visual Odometry ◽

Deep Feature ◽

Monocular Depth ◽

Feature Reconstruction

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UnDispNet: Unsupervised Learning for Multi-Stage Monocular Depth Prediction

2019 International Conference on 3D Vision (3DV) ◽

10.1109/3dv.2019.00075 ◽

2019 ◽

Author(s):

Vinay Kaushik ◽

Brejesh Lall

Keyword(s):

Unsupervised Learning ◽

Depth Prediction ◽

Multi Stage ◽

Monocular Depth

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Feature-Level Collaboration: Joint Unsupervised Learning of Optical Flow, Stereo Depth and Camera Motion

10.1109/cvpr46437.2021.00249 ◽

2021 ◽

Author(s):

Cheng Chi ◽

Qingjie Wang ◽

Tianyu Hao ◽

Peng Guo ◽

Xin Yang

Keyword(s):

Optical Flow ◽

Unsupervised Learning ◽

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An Adaptive Unsupervised Learning Framework for Monocular Depth Estimation

IEEE Access ◽

10.1109/access.2019.2946323 ◽

2019 ◽

Vol 7 ◽

pp. 148142-148151

Author(s):

Delong Yang ◽

Xunyu Zhong ◽

Lixiong Lin ◽

Xiafu Peng

Keyword(s):

Unsupervised Learning ◽

Depth Estimation ◽

Learning Framework ◽

Monocular Depth

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Windowed Bundle Adjustment Framework for Unsupervised Learning of Monocular Depth Estimation With U-Net Extension and Clip Loss

IEEE Robotics and Automation Letters ◽

10.1109/lra.2020.2976301 ◽

2020 ◽

Vol 5 (2) ◽

pp. 3283-3290 ◽

Author(s):

Lipu Zhou ◽

Michael Kaess

Keyword(s):

Unsupervised Learning ◽

Depth Estimation ◽

Bundle Adjustment ◽

Monocular Depth

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