Wei Yao

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 38

Top Topics

Semantic Segmentation

Semisupervised Learning

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Int. J. Appl. Earth Obs. Geoinformation

IEEE Geosci. Remote. Sens. Lett.

Publications

Puzuo Wang, Wei Yao, Jie Shao, Zhiyi He
Test-time adaptation for geospatial point cloud semantic segmentation with distinct domain shifts. CoRR (2024)
Shaocheng Jia, Wei Yao
Self-supervised multi-task learning framework for safety and health-oriented road environment surveillance based on connected vehicle visual perception. Int. J. Appl. Earth Obs. Geoinformation 128 (2024)
Jie Shao, Wei Yao, Lei Luo, Linzhou Zeng, Zhiyi He, Puzuo Wang, Huadong Guo
A sustainable development perspective on urban-scale roof greening priorities and benefits. CoRR (2024)
Zhiyi He, Wei Yao, Jie Shao, Puzuo Wang
UB-FineNet: Urban Building Fine-grained Classification Network for Open-access Satellite Images. CoRR (2024)
Abubakar Sani-Mohammed, Wei Yao, Tsz Chung Wong, Reda Fekry, Marco Heurich
Characterizing Forest Plot Decay Levels Based on Leaf Area Index, Gap Fraction, and L-Moments from Airborne LiDAR. Remote. Sens. 16 (15) (2024)
Jie Shao, Wei Yao, Puzuo Wang, Zhiyi He, Lei Luo
Urban GeoBIM Construction by Integrating Semantic LiDAR Point Clouds With as-Designed BIM Models. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Shaocheng Jia, Wei Yao
Self-supervised Multi-task Learning Framework for Safety and Health-Oriented Connected Driving Environment Perception using Onboard Camera. CoRR (2023)
Tsz Chung Wong, Abubakar Sani-Mohammed, Wei Yao, Marco Heurich
Automatic Classification of Single Tree Decay Stages from Combined ALS Data and Aerial Imagery using Machine Learning. CoRR (2023)
Shaocheng Jia, Xin Pei, Wei Yao, Sze Chun Wong
Self-Supervised Depth Estimation Leveraging Global Perception and Geometric Smoothness. IEEE Trans. Intell. Transp. Syst. 24 (2) (2023)
Jie Shao, Wei Yao, Puzuo Wang, Zhiyi He, Lei Luo
Urban GeoBIM construction by integrating semantic LiDAR point clouds with as-designed BIM models. CoRR (2023)
Rong Huang, Wei Yao, Zhong Xu, Lin Cao, Xin Shen
Information fusion approach for biomass estimation in a plateau mountainous forest using a synergistic system comprising UAS-based digital camera and LiDAR. Comput. Electron. Agric. 202 (2022)
Puzuo Wang, Wei Yao, Jie Shao
One Class One Click: Quasi Scene-level Weakly Supervised Point Cloud Semantic Segmentation with Active Learning. CoRR (2022)
Rong Huang, Wei Yao, Yusheng Xu, Zhen Ye, Uwe Stilla
Pairwise Point Cloud Registration Using Graph Matching and Rotation-Invariant Features. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Jie Shao, Wei Yao, Peng Wan, Lei Luo, Puzuo Wang, Lingbo Yang, Jiaxin Lyu, Wuming Zhang
Efficient co-registration of UAV and ground LiDAR forest point clouds based on canopy shapes. Int. J. Appl. Earth Obs. Geoinformation 114 (2022)
Rong Huang, Wei Yao, Zhong Xu, Lin Cao, Xin Shen
Information fusion approach for biomass estimation in a plateau mountainous forest using a synergistic system comprising UAS-based digital camera and LiDAR. CoRR (2022)
Shaocheng Jia, Wei Yao
Joint Learning of Frequency and Spatial Domains for Dense Predictions. CoRR (2022)
Przemyslaw Polewski, Jacquelyn Shelton, Wei Yao, Marco Heurich
Instance segmentation of fallen trees in aerial color infrared imagery using active multi-contour evolution with fully convolutional network-based intensity priors. CoRR (2021)
Shaocheng Jia, Xin Pei, Wei Yao, S. C. Wong
Self-supervised Depth Estimation Leveraging Global Perception and Geometric Smoothness Using On-board Videos. CoRR (2021)
Rong Huang, Wei Yao, Yusheng Xu, Zhen Ye, Uwe Stilla
Pairwise Point Cloud Registration using Graph Matching and Rotation-invariant Features. CoRR (2021)
Jacquelyn Shelton, Przemyslaw Polewski, Wei Yao
In the Danger Zone: U-Net Driven Quantile Regression can Predict High-risk SARS-CoV-2 Regions via Pollutant Particulate Matter and Satellite Imagery. CoRR (2021)
Jacquelyn A. Shelton, Przemyslaw Polewski, Wei Yao, Marco Heurich
A hybrid convolutional neural network/active contour approach to segmenting dead trees in aerial imagery. CoRR (2021)
Jinguang Sun, Wanli Wang, Xian Wei, Li Fang, Xiaoliang Tang, Yusheng Xu, Hui Yu, Wei Yao
Deep Clustering With Intraclass Distance Constraint for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 59 (5) (2021)
Reda Fekry, Wei Yao, Lin Cao, Xin Shen
Marker-Less UAV-LiDAR Strip Alignment in Plantation Forests Based on Topological Persistence Analysis of Clustered Canopy Cover. ISPRS Int. J. Geo Inf. 10 (5) (2021)
Shenlu Jiang, Wei Yao, Man Sing Wong, Gen Li, Zhonghua Hong, Tae-Yong Kuc, Xiaohua Tong
An Optimized Deep Neural Network Detecting Small and Narrow Rectangular Objects in Google Earth Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Rong Huang, Danfeng Hong, Yusheng Xu, Wei Yao, Uwe Stilla
Multi-Scale Local Context Embedding for LiDAR Point Cloud Classification. IEEE Geosci. Remote. Sens. Lett. 17 (4) (2020)
Jacquelyn Shelton, Przemyslaw Polewski, Wei Yao
U-net for learning and inference of dense representation of multiple air pollutants from satellite imagery. CI (2020)
Yusheng Xu, Zhen Ye, Wei Yao, Rong Huang, Xiaohua Tong, Ludwig Hoegner, Uwe Stilla
Classification of LiDAR Point Clouds Using Supervoxel-Based Detrended Feature and Perception-Weighted Graphical Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Shenlu Jiang, Wei Yao, Man Sing Wong, Meng Hang, Zhonghua Hong, Eun-Jin Kim, Sung-Hyeon Joo, Tae-Yong Kuc
Automatic Elevator Button Localization Using a Combined Detecting and Tracking Framework for Multi-Story Navigation. IEEE Access 8 (2020)
Haitao Zhang, Lingguo Meng, Xian Wei, Xiaoliang Tang, Xuan Tang, Xingping Wang, Bo Jin, Wei Yao
1D-Convolutional Capsule Network for Hyperspectral Image Classification. CoRR (2019)
Jinguang Sun, Wanli Wang, Xian Wei, Li Fang, Xiaoliang Tang, Yusheng Xu, Hui Yu, Wei Yao
Deep Clustering With Intra-class Distance Constraint for Hyperspectral Images. CoRR (2019)
Jianwei Wu, Wei Yao, Przemyslaw Polewski
Mapping Individual Tree Species and Vitality along Urban Road Corridors with LiDAR and Imaging Sensors: Point Density versus View Perspective. Remote. Sens. 10 (9) (2018)
Yusheng Xu, Wei Yao, Sebastian Tuttas, Ludwig Hoegner, Uwe Stilla
Unsupervised Segmentation of Point Clouds From Buildings Using Hierarchical Clustering Based on Gestalt Principles. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (11) (2018)
Shenlu Jiang, Wei Yao, Zhonghua Hong, Ling Li, Cheng Su, Tae-Yong Kuc
. Sensors 18 (11) (2018)
Li Fang, Xian Wei, Wei Yao, Yusheng Xu, Uwe Stilla
Discriminative Features Based on Two Layers Sparse Learning for Glacier Area Classification Using SAR Intensity Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (7) (2017)
Weihua Dong, Jianhang Lan, Shunlin Liang, Wei Yao, Zhicheng Zhan
Selection of LiDAR geometric features with adaptive neighborhood size for urban land cover classification. Int. J. Appl. Earth Obs. Geoinformation 60 (2017)
Meng Zhang, Wei Yao, Liqiu Meng
Automatic and Accurate Conflation of Different Road-Network Vector Data towards Multi-Modal Navigation. ISPRS Int. J. Geo Inf. 5 (5) (2016)
Przemyslaw Polewski, Wei Yao, Marco Heurich, Peter Krzystek, Uwe Stilla
Combining Active and Semisupervised Learning of Remote Sensing Data Within a Renyi Entropy Regularization Framework. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (7) (2016)
Nina Amiri, Wei Yao, Marco Heurich, Peter Krzystek, Andrew K. Skidmore
Estimation of regeneration coverage in a temperate forest by 3D segmentation using airborne laser scanning data. Int. J. Appl. Earth Obs. Geoinformation 52 (2016)
Przemyslaw Polewski, Wei Yao, Marco Heurich, Peter Krzystek, Uwe Stilla
Active learning approach to detecting standing dead trees from ALS point clouds combined with aerial infrared imagery. CVPR Workshops (2015)
Jianwei Wu, Wei Yao, Sungho Choi, Taejin Park, Ranga B. Myneni
A Comparative Study of Predicting DBH and Stem Volume of Individual Trees in a Temperate Forest Using Airborne Waveform LiDAR. IEEE Geosci. Remote. Sens. Lett. 12 (11) (2015)
Yuchu Qin, Wei Yao, Tuong Thuy Vu, Shihua Li, Zheng Niu, Yifang Ban
Characterizing Radiometric Attributes of Point Cloud Using a Normalized Reflective Factor Derived From Small Footprint LiDAR Waveform. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (2) (2015)
Hongchao Fan, Wei Yao, Qing Fu
Segmentation of Sloped Roofs from Airborne LiDAR Point Clouds Using Ridge-Based Hierarchical Decomposition. Remote. Sens. 6 (4) (2014)
Hongchao Fan, Wei Yao, Long Tang
Identifying Man-Made Objects Along Urban Road Corridors From Mobile LiDAR Data. IEEE Geosci. Remote. Sens. Lett. 11 (5) (2014)
Meng Zhang, Wei Yao, Liqiu Meng
Enrichment of topographic road database for the purpose of routing and navigation. Int. J. Digit. Earth 7 (5) (2014)
Wei Yao, Yuzhang Wei
Detection of 3-D Individual Trees in Urban Areas by Combining Airborne LiDAR Data and Imagery. IEEE Geosci. Remote. Sens. Lett. 10 (6) (2013)
Wei Yao, Uwe Stilla, Jianwei Wu, Stefan Hinz
Investigation on the performance of velocity estimation of vehicles from airborne LiDAR data. JURSE (2011)
Wei Yao, Uwe Stilla
Comparison of Two Methods for Vehicle Extraction From Airborne LiDAR Data Toward Motion Analysis. IEEE Geosci. Remote. Sens. Lett. 8 (4) (2011)
Jianwei Wu, Sun Jie, Wei Yao, Uwe Stilla
Building boundary improvement for true orthophoto generation by fusing airborne LiDAR data. JURSE (2011)
Wei Yao, Uwe Stilla
Mutual Enhancement of Weak Laser Pulses for Point Cloud Enrichment Based on Full-Waveform Analysis. IEEE Trans. Geosci. Remote. Sens. 48 (9) (2010)
Wei Yao, Stefan Hinz, Uwe Stilla
Airborne analysis and assessment of urban traffic scenes from LiDAR data - Theory and experiments. CVPR Workshops (2010)
Wei Yao, Stefan Hinz, Uwe Stilla
Automatic vehicle extraction from airborne LiDAR data of urban areas aided by geodesic morphology. Pattern Recognit. Lett. 31 (10) (2010)