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Self-supervised Depth Estimation Leveraging Global Perception and Geometric Smoothness Using On-board Videos


Jun 07, 2021
Shaocheng Jia, Xin Pei, Wei Yao, S. C. Wong


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In the Danger Zone: U-Net Driven Quantile Regression can Predict High-risk SARS-CoV-2 Regions via Pollutant Particulate Matter and Satellite Imagery


May 06, 2021
Jacquelyn Shelton, Przemyslaw Polewski, Wei Yao

* accepted for ICML 2020 Workshop on Healthcare Systems, Population Health, and the Role of Health-Tech 

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Pairwise Point Cloud Registration using Graph Matching and Rotation-invariant Features


May 05, 2021
Rong Huang, Wei Yao, Yusheng Xu, Zhen Ye, Uwe Stilla


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Instance segmentation of fallen trees in aerial color infrared imagery using active multi-contour evolution with fully convolutional network-based intensity priors


May 05, 2021
Przemyslaw Polewski, Jacquelyn Shelton, Wei Yao, Marco Heurich


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Weakly Supervised Pseudo-Label assisted Learning for ALS Point Cloud Semantic Segmentation


May 05, 2021
Puzuo Wang, Wei Yao

* accepted for publication in the ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (online from July 2021) 

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Multi-stream Convolutional Neural Network with Frequency Selection for Robust Speaker Verification


Jan 12, 2021
Wei Yao, Shen Chen, Jiamin Cui, Yaolin Lou

* 12 pages, 11 figures, 8 tables 

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Generalized Operating Procedure for Deep Learning: an Unconstrained Optimal Design Perspective


Dec 31, 2020
Shen Chen, Mingwei Zhang, Jiamin Cui, Wei Yao

* 5 pages, 4 figures, 1 table 

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Deep Clustering With Intra-class Distance Constraint for Hyperspectral Images


Apr 01, 2019
Jinguang Sun, Wanli Wang, Xian Wei, Li Fang, Xiaoliang Tang, Yusheng Xu, Hui Yu, Wei Yao


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1D-Convolutional Capsule Network for Hyperspectral Image Classification


Mar 23, 2019
Haitao Zhang, Lingguo Meng, Xian Wei, Xiaoliang Tang, Xuan Tang, Xingping Wang, Bo Jin, Wei Yao


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Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data


Nov 06, 2017
Dimitrios Marmanis, Wei Yao, Fathalrahman Adam, Mihai Datcu, Peter Reinartz, Konrad Schindler, Jan Dirk Wegner, Uwe Stilla

* Submitted for review in "Big Data from Space 2017" conference 

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