Publications
Research Sponsors
(2022).
Coupling Graph Deep Learning and Spatial-Temporal Influence of Built Environment for Short-Term Bus Travel Demand Prediction.
Computers, Environment and Urban Systems.
(2022).
A Hierarchical Approach for Fine-Grained Urban Villages Recognition Fusing Remote and Social Sensing Data.
International Journal of Applied Earth Observation and Geoinformation.
(2022).
Improving Synthetic 3D Model-Aided Indoor Image Localization via Domain Adaptation.
ISPRS Journal of Photogrammetry and Remote Sensing.
(2022).
Automatic Tunnel Crack Inspection Using an Efficient Mobile Imaging Module and a Lightweight CNN.
IEEE Transactions on Intelligent Transportation Systems.
(2021).
Spatio-Temporal Parking Behaviour Forecasting and Analysis Before and During COVID-19.
arXiv:2108.07731 [cs, stat].
(2021).
Relative Geometry-Aware Siamese Neural Network for 6DOF Camera Relocalization.
Neurocomputing.
(2021).
Spatio-Temporal Parking Behaviour Forecasting and Analysis Before and During COVID-19.
DeepSpatial ‘21: 2nd ACM SIGKDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems.
(2021).
End-to-End Fovea Localisation in Colour Fundus Images With a Hierarchical Deep Regression Network.
IEEE Transactions on Medical Imaging.
(2020).
融合多源时空大数据感知城市动态.
武汉大学学报 ● 信息科学版.
(2020).
Deep Learning Based Monocular Depth Prediction: Datasets, Methods and Applications.
arXiv:2011.04123 [cs].
(2020).
MiniNet: An Extremely Lightweight Convolutional Neural Network for Real-Time Unsupervised Monocular Depth Estimation.
ISPRS Journal of Photogrammetry and Remote Sensing.
(2020).
A Contextual Conditional Random Field Network for Monocular Depth Estimation.
Image and Vision Computing.
(2020).
Deep Learning-Based Remote and Social Sensing Data Fusion for Urban Region Function Recognition.
ISPRS Journal of Photogrammetry and Remote Sensing.
(2020).
3D Map-Guided Single Indoor Image Localization Refinement.
ISPRS Journal of Photogrammetry and Remote Sensing.
(2020).
Enhancing Remote Sensing Image Retrieval Using a Triplet Deep Metric Learning Network.
International Journal of Remote Sensing.
(2019).
Enhancing Remote Sensing Image Retrieval Using a Triplet Deep Metric Learning Network.
International Journal of Remote Sensing.
(2019).
Relative Geometry-Aware Siamese Neural Network for 6DOF Camera Relocalization.
arXiv:1901.01049 [cs].
(2019).
Learning Spatial-Aware Cross-View Embeddings for Ground-to-Aerial Geolocalization..
Image and Graphics - 10th International Conference, ICIG 2019, Beijing, China, August 23-25, 2019, Proceedings, Part I.
(2019).
Learning Spatial-Aware Cross-View Embeddings for Ground-to-Aerial Geolocalization.
Image and Graphics.
(2019).
Indoor Topological Localization Using a Visual Landmark Sequence.
Remote Sensing.
(2018).
Integrating Aerial and Street View Images for Urban Land Use Classification.
Remote Sensing.
(2018).
Spatial Variations in Urban Public Ridership Derived from GPS Trajectories and Smart Card Data.
Journal of Transport Geography.
(2018).
Urban Land Use Classification Based on Aerial and Ground Images.
2018 International Conference on Content-Based Multimedia Indexing, CBMI 2018, La Rochelle, France, September 4-6, 2018.
(2017).
Impacts of Weather on Public Transport Ridership: Results from Mining Data from Different Sources.
Transportation Research Part C: Emerging Technologies.
(2016).
COMPARISON OF URBAN HUMAN MOVEMENTS INFERRING FROM MULTI-SOURCE SPATIAL-TEMPORAL DATA.
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci..
(2016).
Identification and Analysis of Home and Work Regions in the Vicinity of Metro Stations Using Smart Card Data.
Journal of Geomatics.
(2015).
Exploring the Distribution and Dynamics of Functional Regions Using Mobile Phone Data and Social Media Data.
Proceedings of the 14th International Conference on Computers in Urban Planning and Urban Management (CUPUM2015).