Hongchao Fan
About
Research focuses:
- 3D city modeling (digital twins)
- Laser Scanning
- Photogrammetry
- Spatial data mining and knowledge discovering by using crowdsourcing data
Projects:
(Detailed description and results of projects could be found on https://www.ntnu.edu/nordig-ai-lab)
- 2022-2024: Hellios: Enhancing optimal exploitation of solar energy in Nordic cities through the digitalizaiton of the built environment. Funded by the Norwegian Research Council, participation as WP leader.
- 2021-2022: Data-driven decision support for renewable energy and infrastructure development: A GIS-based approach, Regionalt Forskningsfond Trøndelag (RRF, Regioinal Research Council in Trøndelag), Project leader
- 2021-2025: Deep learning-based approach for automated reconstruction of 3D building models with semantic information, funded by NTNU Enabling Technologies (NTNU Digital). PI
- 2020-2021: Parsing and modeling urban context information for the purpose of
automated 3D reconstruction, Granted by the Norwegian Research Council (project number: 313552), PI - 2019-2021:Modellverktøy for digital kommunikasjonsinfrastruktur langs veg, NRC, collaboration (workpackage) with SINTEF
- 2017-2020: Exploring coherent relations of semantics and geometries of 3D buildings. NSFC (No: 41771484). PI
- 2016-2018: A framework for fitness for purpose for the quality assessment of OSM. German Science Foundation (DFG project No. 314644317). PI
-
2011-2014: Event detection and visualization from VGI data. TUM IGSSE Project. Co PI
-
2012-2014: Extracting LoDs for 3D buildings in street view based on visual salience. NSFC (project No: 41101443). PI
Publications
2024
-
Luo, Shaohua;
Ding, Linfang;
Tekle, Mulubirhan Gebretsadik;
Bruland, Oddbjørn;
Fan, Hongchao.
(2024)
Flood Velocity Prediction Using Deep Learning Approach.
The Journal of Geodesy and Geoinformation Science
Academic article
-
Huang, Xiao;
Wang, Siqin;
Yang, Di;
Hu, Tao;
Chen, Meixu;
Zhang, Mengxi.
(2024)
Crowdsourcing Geospatial Data for Earth and Human Observations: A Review.
Journal of remote sensing
Academic literature review
-
Yang, Su;
Hou, Miaole;
Fan, Hongchao.
(2024)
CityGML Grotto ADE for modelling niches in 3D with semantic information.
Heritage Science
Academic article
-
Yang, Anran;
Fan, Hongchao;
Jia, Qingren;
Ma, Mengyu;
Zhong, Zhinong;
Li, Jun.
(2024)
How do contributions of organizations impact data inequality in OpenStreetMap?.
Computers, Environment and Urban Systems
Academic article
-
Ding, Linfang;
Xiao, Guohui;
Pano, Albulen;
Fumagalli, Mattia;
Chen, Dongsheng;
Feng, Yu.
(2024)
Integrating 3D city data through knowledge graphs.
Geo-spatial Information Science
Academic article
-
Kong, Gefei;
Fan, Hongchao.
(2024)
Generating 3D Roof Models from ALS Point Clouds Using Roof Line Topologies.
Springer
Academic chapter/article/Conference paper
-
Wang, Yuefeng;
Jiao, Wei;
Fan, Hongchao;
Zhou, Guoqing.
(2024)
A framework for fully automated reconstruction of semantic building model at urban-scale using textured LoD2 data.
ISPRS Journal of Photogrammetry and Remote Sensing (P&RS)
Academic article
-
Yu, Jianan;
Nie, Sheng;
Liu, Wenjie;
Zhu, Xiaoxiao;
Sun, Zhongyi;
Li, Jiatong.
(2024)
Mapping global mangrove canopy height by integrating Ice, Cloud, and Land Elevation Satellite-2 photon-counting LiDAR data with multi-source images.
Science of the Total Environment
Academic article
-
Qiao, Yiya;
Xi, Xiaohuan;
Wang, Cheng;
Du, Meng;
Nie, Sheng;
Liu, Wangjun.
(2024)
A framework for automated reconstruction of communication towers from terrestrial laser scanning point clouds.
International Journal of Digital Earth
Academic article
-
Wu, Hao;
Li, Yan;
Lin, Anqi;
Fan, Hongchao;
Fan, Kaixuan;
Xie, Junyang.
(2024)
A review of crowdsourced geographic information for land-use and land-cover mapping: current progress and challenges.
International Journal of Geographical Information Science (IJGIS)
Academic literature review
2023
-
Uggla, Maria;
Olsson, Perola;
Abdi, Barzan;
Axelsson, Björn;
Calvert, Matthew;
Christensen, Ulrika.
(2023)
Future Swedish 3D City Models—Specifications, Test Data, and Evaluation.
ISPRS International Journal of Geo-Information
Academic article
-
Hu, Xuke;
Sun, Yeran;
Kersten, Jens;
Zhou, Zhiyong;
Klan, Friederike;
Fan, Hongchao.
(2023)
How can voting mechanisms improve the robustness and generalizability of toponym disambiguation?.
International Journal of Applied Earth Observation and Geoinformation
Academic article
-
Cai, Shangshu;
Zhang, Shuhang;
Zhang, Wuming;
Fan, Hongchao;
Shao, Jie;
Yan, Guangjian.
(2023)
A General and Effective Method for Wall and Protrusion Separation from Facade Point Clouds.
Journal of remote sensing
Academic article
-
Zhu, Rui;
Kwan, Mei-Po;
Perera, A.T.D.;
Fan, Hongchao;
Yang, Bisheng;
Chen, Biyu.
(2023)
GIScience can facilitate the development of solar cities for energy transition.
Advances in Applied Energy
Academic literature review
-
Ying, Shen;
Van Oosterom, Peter;
Fan, Hongchao.
(2023)
New Techniques and Methods for Modelling, Visualization, and Analysis of a 3D City.
Journal of Geovisualization and Spatial Analysis (JGSA)
Academic article
-
Zhao, Yi;
Wu, Bin;
Li, Qiaoxuan;
Yang, Lei;
Fan, Hongchao;
Wu, Jianping.
(2023)
Combining ICESat-2 photons and Google Earth Satellite images for building height extraction.
International Journal of Applied Earth Observation and Geoinformation
Academic article
-
Yang, Anran;
Fan, Hongchao;
Chen, Luo;
Jia, Qingren;
Li, Jun.
(2023)
Characterizing behaviors of territorial-dispute-related mapping in OpenStreetMap.
Cartography and Geographic Information Science
Academic article
-
Kong, Gefei;
Fan, Hongchao.
(2023)
PH-shape: an adaptive persistent homology-based approach for building outline extraction from ALS point cloud data.
Geo-spatial Information Science
Academic article
-
Xuke, H.U.;
Zhou, Zhiyong;
Hao, L.I.;
Yingjie, H.U.;
Fuqiang, G.U.;
Kersten, Jens.
(2023)
Location Reference Recognition from Texts: A Survey and Comparison.
ACM Computing Surveys
Academic article
-
Kong, Gefei;
Zhao, Yi;
Fan, Hongchao.
(2023)
Detecting vertices of building roofs from ALS point cloud data.
International Journal of Digital Earth
Academic article
2022
-
Jiao, Wei;
Huang, Wei;
Fan, Hongchao.
(2022)
Evaluating spatial accessibility to healthcare services from the lens of emergency hospital visits based on floating car data.
International Journal of Digital Earth
Academic article
-
Hu, Xuke;
Zhou, Zhiyong;
Sun, Yeran;
Kersten, Jens;
Klan, Friederike;
Fan, Hongchao.
(2022)
GazPNE2: A General Place Name Extractor for Microblogs Fusing Gazetteers and Pretrained Transformer Models.
IEEE Internet of Things Journal
Academic article
-
Li, Yuan;
Zhao, Long;
Chen, Yiping;
Zhang, Na;
Fan, Hongchao;
Zhang, Zhenxin.
(2022)
3D LiDAR and multi-technology collaboration for preservation of built heritage in China: A review.
International Journal of Applied Earth Observation and Geoinformation
Academic article
-
Zhang, Chaoquan;
Fan, Hongchao.
(2022)
An Improved Multi-Task Pointwise Network for Segmentation of Building Roofs in Airborne Laser Scanning Point Clouds.
Photogrammetric Record
Academic article
-
Kong, Gefei;
Fan, Hongchao;
Lobaccaro, Gabriele.
(2022)
Automatic building outline extraction from ALS point cloud data using generative adversarial network.
Geocarto International
Academic article
-
Fan, Hongchao;
Kong, Gefei;
Yang, Anran.
(2022)
Current status and prospects of research for volunteered geographic information.
Acta Geodaetica et Cartographica Sinica
Academic article
-
Fang, Lina;
Sun, Tongtong;
Wang, Shuang;
Fan, Hongchao;
Li, Jonathan.
(2022)
A graph attention network for road marking classification from mobile LiDAR point clouds.
International Journal of Applied Earth Observation and Geoinformation
Academic article
-
Manni, Mattia;
Nocente, Alessandro;
Kong, Gefei;
Skeie, Kristian Stenerud;
Fan, Hongchao;
Lobaccaro, Gabriele.
(2022)
Solar energy digitalization at high latitudes: A model chain combining solar irradiation models, a LiDAR scanner, and high-detail 3D building model.
Frontiers in Energy Research
Academic article
2021
-
Hu, Xuke;
Noskov, Alexey;
Fan, Hongchao;
Novack, Tessio;
Li, Hao;
Gu, Fuqiang.
(2021)
Tagging the main entrances of public buildings based on OpenStreetMap and binary imbalanced learning.
International Journal of Geographical Information Science (IJGIS)
Academic article
-
Zhao, Zhiyao;
Zheng, Xianwei;
Fan, Hongchao;
Sun, Mengqi.
(2021)
Urban spatial structure analysis: quantitative identification of urban social functions using building footprints.
Frontiers of Earth Science
Academic article
-
Fan, Hongchao;
Zhao, Zhiyao;
Li, Wenwen.
(2021)
Towards measuring shape similarity of polygons based on multiscale features and grid context descriptors.
ISPRS International Journal of Geo-Information
Academic article
-
Zhang, Chaoquan;
Fan, Hongchao;
Li, Wanzhi.
(2021)
Automated detecting and placing road objects from street-level images.
Computational Urban Science
Academic article
-
Hu, Xuke;
Al-Olimat, Hussein S.;
Kersten, Jens;
Wiegmann, Matti;
Klan, Friederike;
Sun, Yeran.
(2021)
GazPNE: annotation-free deep learning for place name extraction from microblogs leveraging gazetteer and synthetic data by rules.
International Journal of Geographical Information Science (IJGIS)
Academic article
-
Zhang, Chaoquan;
Fan, Hongchao;
Kong, Gefei.
(2021)
VGI3D: an Interactive and Low-Cost Solution for 3D Building Modelling from Street-Level VGI Images.
Journal of Geovisualization and Spatial Analysis (JGSA)
Academic article
-
Wen, Chenglu;
Habib, Ayman F.;
Li, Jonathan;
Toth, Charles K.;
Wang, Cheng;
Fan, Hongchao.
(2021)
Special Issue on 3D Sensing in Intelligent Transportation.
IEEE transactions on intelligent transportation systems (Print)
Editorial
-
Li, Songnian;
Wachowicz, Monica;
Fan, Hongchao.
(2021)
Analytics of big geosocial media and crowdsourced data.
Big Earth Data
Editorial
-
Fan, Hongchao;
Kong, Gefei;
Zhang, Chaoquan.
(2021)
An Interactive platform for low-cost 3D building modeling from VGI data using convolutional neural network.
Big Earth Data
Academic article
-
Ding, Xuan;
Fan, Hongchao;
Gong, Jianya.
(2021)
Towards generating network of bikeways from Mapillary data.
Computers, Environment and Urban Systems
Academic article
-
Gefei, Kong;
Fan, Hongchao.
(2021)
Enhanced Facade Parsing for Street-Level Images Using Convolutional Neural Networks.
IEEE Transactions on Geoscience and Remote Sensing
Academic article
-
Wang, Haiping;
Zang, Yufu;
Liang, Fuxun;
Dong, Zheng;
Fan, Hongchao;
Yang, Bisheng.
(2021)
A Probabilistic Method for Fractured Cultural Relics Automatic Reassembly.
ACM Journal on Computing and Cultural Heritage
Academic article
-
Fan, Hongchao;
Wang, Yuefeng;
Gong, Jianya.
(2021)
Layout graph model for semantic façade reconstruction using laser point clouds.
Geo-spatial Information Science
Academic article
2020
-
Dong, Zhen;
Liang, Fuxun;
Yang, Bisheng;
Xu, Yusheng;
Zang, Yufu;
Li, Jianping.
(2020)
Registration of large-scale terrestrial laser scanner point clouds: A review and benchmark.
ISPRS Journal of Photogrammetry and Remote Sensing (P&RS)
Academic literature review
-
Hu, Xuke;
Ding, Lei;
Shang, Jianga;
Fan, Hongchao;
Novack, Tessio;
Noskov, Alexey.
(2020)
A Data-driven Approach to Learning Salience Models of Indoor Landmarks by Using Genetic Programming.
International Journal of Digital Earth
Academic article
-
Hu, Xuke;
Fan, Hongchao;
Noskov, Alexey;
Wang, Zhiyong;
Zipf, Alexander;
Gu, Fuqiang.
(2020)
Room semantics inference using random forest and relational graph convolutional networks: A case study of research building.
Transactions on GIS
Academic article
-
Wang, Yuefeng;
Fan, Hongchao;
Zhou, Guoqing.
(2020)
Reconstructing facade semantic models using hierarchical topological graphs.
Transactions on GIS
Academic article
-
Shen, Xin;
Cao, Lin;
Coops, Nicholas C.;
Fan, Hongchao;
Wu, Xiangqian;
Liu, Hao.
(2020)
Quantifying vertical profiles of biochemical traits for forest plantation species using advanced remote sensing approaches.
Remote Sensing of Environment
Academic article
Journal publications
-
Luo, Shaohua;
Ding, Linfang;
Tekle, Mulubirhan Gebretsadik;
Bruland, Oddbjørn;
Fan, Hongchao.
(2024)
Flood Velocity Prediction Using Deep Learning Approach.
The Journal of Geodesy and Geoinformation Science
Academic article
-
Huang, Xiao;
Wang, Siqin;
Yang, Di;
Hu, Tao;
Chen, Meixu;
Zhang, Mengxi.
(2024)
Crowdsourcing Geospatial Data for Earth and Human Observations: A Review.
Journal of remote sensing
Academic literature review
-
Yang, Su;
Hou, Miaole;
Fan, Hongchao.
(2024)
CityGML Grotto ADE for modelling niches in 3D with semantic information.
Heritage Science
Academic article
-
Yang, Anran;
Fan, Hongchao;
Jia, Qingren;
Ma, Mengyu;
Zhong, Zhinong;
Li, Jun.
(2024)
How do contributions of organizations impact data inequality in OpenStreetMap?.
Computers, Environment and Urban Systems
Academic article
-
Ding, Linfang;
Xiao, Guohui;
Pano, Albulen;
Fumagalli, Mattia;
Chen, Dongsheng;
Feng, Yu.
(2024)
Integrating 3D city data through knowledge graphs.
Geo-spatial Information Science
Academic article
-
Wang, Yuefeng;
Jiao, Wei;
Fan, Hongchao;
Zhou, Guoqing.
(2024)
A framework for fully automated reconstruction of semantic building model at urban-scale using textured LoD2 data.
ISPRS Journal of Photogrammetry and Remote Sensing (P&RS)
Academic article
-
Yu, Jianan;
Nie, Sheng;
Liu, Wenjie;
Zhu, Xiaoxiao;
Sun, Zhongyi;
Li, Jiatong.
(2024)
Mapping global mangrove canopy height by integrating Ice, Cloud, and Land Elevation Satellite-2 photon-counting LiDAR data with multi-source images.
Science of the Total Environment
Academic article
-
Qiao, Yiya;
Xi, Xiaohuan;
Wang, Cheng;
Du, Meng;
Nie, Sheng;
Liu, Wangjun.
(2024)
A framework for automated reconstruction of communication towers from terrestrial laser scanning point clouds.
International Journal of Digital Earth
Academic article
-
Wu, Hao;
Li, Yan;
Lin, Anqi;
Fan, Hongchao;
Fan, Kaixuan;
Xie, Junyang.
(2024)
A review of crowdsourced geographic information for land-use and land-cover mapping: current progress and challenges.
International Journal of Geographical Information Science (IJGIS)
Academic literature review
-
Uggla, Maria;
Olsson, Perola;
Abdi, Barzan;
Axelsson, Björn;
Calvert, Matthew;
Christensen, Ulrika.
(2023)
Future Swedish 3D City Models—Specifications, Test Data, and Evaluation.
ISPRS International Journal of Geo-Information
Academic article
-
Hu, Xuke;
Sun, Yeran;
Kersten, Jens;
Zhou, Zhiyong;
Klan, Friederike;
Fan, Hongchao.
(2023)
How can voting mechanisms improve the robustness and generalizability of toponym disambiguation?.
International Journal of Applied Earth Observation and Geoinformation
Academic article
-
Cai, Shangshu;
Zhang, Shuhang;
Zhang, Wuming;
Fan, Hongchao;
Shao, Jie;
Yan, Guangjian.
(2023)
A General and Effective Method for Wall and Protrusion Separation from Facade Point Clouds.
Journal of remote sensing
Academic article
-
Zhu, Rui;
Kwan, Mei-Po;
Perera, A.T.D.;
Fan, Hongchao;
Yang, Bisheng;
Chen, Biyu.
(2023)
GIScience can facilitate the development of solar cities for energy transition.
Advances in Applied Energy
Academic literature review
-
Ying, Shen;
Van Oosterom, Peter;
Fan, Hongchao.
(2023)
New Techniques and Methods for Modelling, Visualization, and Analysis of a 3D City.
Journal of Geovisualization and Spatial Analysis (JGSA)
Academic article
-
Zhao, Yi;
Wu, Bin;
Li, Qiaoxuan;
Yang, Lei;
Fan, Hongchao;
Wu, Jianping.
(2023)
Combining ICESat-2 photons and Google Earth Satellite images for building height extraction.
International Journal of Applied Earth Observation and Geoinformation
Academic article
-
Yang, Anran;
Fan, Hongchao;
Chen, Luo;
Jia, Qingren;
Li, Jun.
(2023)
Characterizing behaviors of territorial-dispute-related mapping in OpenStreetMap.
Cartography and Geographic Information Science
Academic article
-
Kong, Gefei;
Fan, Hongchao.
(2023)
PH-shape: an adaptive persistent homology-based approach for building outline extraction from ALS point cloud data.
Geo-spatial Information Science
Academic article
-
Xuke, H.U.;
Zhou, Zhiyong;
Hao, L.I.;
Yingjie, H.U.;
Fuqiang, G.U.;
Kersten, Jens.
(2023)
Location Reference Recognition from Texts: A Survey and Comparison.
ACM Computing Surveys
Academic article
-
Kong, Gefei;
Zhao, Yi;
Fan, Hongchao.
(2023)
Detecting vertices of building roofs from ALS point cloud data.
International Journal of Digital Earth
Academic article
-
Jiao, Wei;
Huang, Wei;
Fan, Hongchao.
(2022)
Evaluating spatial accessibility to healthcare services from the lens of emergency hospital visits based on floating car data.
International Journal of Digital Earth
Academic article
-
Hu, Xuke;
Zhou, Zhiyong;
Sun, Yeran;
Kersten, Jens;
Klan, Friederike;
Fan, Hongchao.
(2022)
GazPNE2: A General Place Name Extractor for Microblogs Fusing Gazetteers and Pretrained Transformer Models.
IEEE Internet of Things Journal
Academic article
-
Li, Yuan;
Zhao, Long;
Chen, Yiping;
Zhang, Na;
Fan, Hongchao;
Zhang, Zhenxin.
(2022)
3D LiDAR and multi-technology collaboration for preservation of built heritage in China: A review.
International Journal of Applied Earth Observation and Geoinformation
Academic article
-
Zhang, Chaoquan;
Fan, Hongchao.
(2022)
An Improved Multi-Task Pointwise Network for Segmentation of Building Roofs in Airborne Laser Scanning Point Clouds.
Photogrammetric Record
Academic article
-
Kong, Gefei;
Fan, Hongchao;
Lobaccaro, Gabriele.
(2022)
Automatic building outline extraction from ALS point cloud data using generative adversarial network.
Geocarto International
Academic article
-
Fan, Hongchao;
Kong, Gefei;
Yang, Anran.
(2022)
Current status and prospects of research for volunteered geographic information.
Acta Geodaetica et Cartographica Sinica
Academic article
-
Fang, Lina;
Sun, Tongtong;
Wang, Shuang;
Fan, Hongchao;
Li, Jonathan.
(2022)
A graph attention network for road marking classification from mobile LiDAR point clouds.
International Journal of Applied Earth Observation and Geoinformation
Academic article
-
Manni, Mattia;
Nocente, Alessandro;
Kong, Gefei;
Skeie, Kristian Stenerud;
Fan, Hongchao;
Lobaccaro, Gabriele.
(2022)
Solar energy digitalization at high latitudes: A model chain combining solar irradiation models, a LiDAR scanner, and high-detail 3D building model.
Frontiers in Energy Research
Academic article
-
Hu, Xuke;
Noskov, Alexey;
Fan, Hongchao;
Novack, Tessio;
Li, Hao;
Gu, Fuqiang.
(2021)
Tagging the main entrances of public buildings based on OpenStreetMap and binary imbalanced learning.
International Journal of Geographical Information Science (IJGIS)
Academic article
-
Zhao, Zhiyao;
Zheng, Xianwei;
Fan, Hongchao;
Sun, Mengqi.
(2021)
Urban spatial structure analysis: quantitative identification of urban social functions using building footprints.
Frontiers of Earth Science
Academic article
-
Fan, Hongchao;
Zhao, Zhiyao;
Li, Wenwen.
(2021)
Towards measuring shape similarity of polygons based on multiscale features and grid context descriptors.
ISPRS International Journal of Geo-Information
Academic article
-
Zhang, Chaoquan;
Fan, Hongchao;
Li, Wanzhi.
(2021)
Automated detecting and placing road objects from street-level images.
Computational Urban Science
Academic article
-
Hu, Xuke;
Al-Olimat, Hussein S.;
Kersten, Jens;
Wiegmann, Matti;
Klan, Friederike;
Sun, Yeran.
(2021)
GazPNE: annotation-free deep learning for place name extraction from microblogs leveraging gazetteer and synthetic data by rules.
International Journal of Geographical Information Science (IJGIS)
Academic article
-
Zhang, Chaoquan;
Fan, Hongchao;
Kong, Gefei.
(2021)
VGI3D: an Interactive and Low-Cost Solution for 3D Building Modelling from Street-Level VGI Images.
Journal of Geovisualization and Spatial Analysis (JGSA)
Academic article
-
Wen, Chenglu;
Habib, Ayman F.;
Li, Jonathan;
Toth, Charles K.;
Wang, Cheng;
Fan, Hongchao.
(2021)
Special Issue on 3D Sensing in Intelligent Transportation.
IEEE transactions on intelligent transportation systems (Print)
Editorial
-
Li, Songnian;
Wachowicz, Monica;
Fan, Hongchao.
(2021)
Analytics of big geosocial media and crowdsourced data.
Big Earth Data
Editorial
-
Fan, Hongchao;
Kong, Gefei;
Zhang, Chaoquan.
(2021)
An Interactive platform for low-cost 3D building modeling from VGI data using convolutional neural network.
Big Earth Data
Academic article
-
Ding, Xuan;
Fan, Hongchao;
Gong, Jianya.
(2021)
Towards generating network of bikeways from Mapillary data.
Computers, Environment and Urban Systems
Academic article
-
Gefei, Kong;
Fan, Hongchao.
(2021)
Enhanced Facade Parsing for Street-Level Images Using Convolutional Neural Networks.
IEEE Transactions on Geoscience and Remote Sensing
Academic article
-
Wang, Haiping;
Zang, Yufu;
Liang, Fuxun;
Dong, Zheng;
Fan, Hongchao;
Yang, Bisheng.
(2021)
A Probabilistic Method for Fractured Cultural Relics Automatic Reassembly.
ACM Journal on Computing and Cultural Heritage
Academic article
-
Fan, Hongchao;
Wang, Yuefeng;
Gong, Jianya.
(2021)
Layout graph model for semantic façade reconstruction using laser point clouds.
Geo-spatial Information Science
Academic article
-
Dong, Zhen;
Liang, Fuxun;
Yang, Bisheng;
Xu, Yusheng;
Zang, Yufu;
Li, Jianping.
(2020)
Registration of large-scale terrestrial laser scanner point clouds: A review and benchmark.
ISPRS Journal of Photogrammetry and Remote Sensing (P&RS)
Academic literature review
-
Hu, Xuke;
Ding, Lei;
Shang, Jianga;
Fan, Hongchao;
Novack, Tessio;
Noskov, Alexey.
(2020)
A Data-driven Approach to Learning Salience Models of Indoor Landmarks by Using Genetic Programming.
International Journal of Digital Earth
Academic article
-
Hu, Xuke;
Fan, Hongchao;
Noskov, Alexey;
Wang, Zhiyong;
Zipf, Alexander;
Gu, Fuqiang.
(2020)
Room semantics inference using random forest and relational graph convolutional networks: A case study of research building.
Transactions on GIS
Academic article
-
Wang, Yuefeng;
Fan, Hongchao;
Zhou, Guoqing.
(2020)
Reconstructing facade semantic models using hierarchical topological graphs.
Transactions on GIS
Academic article
-
Shen, Xin;
Cao, Lin;
Coops, Nicholas C.;
Fan, Hongchao;
Wu, Xiangqian;
Liu, Hao.
(2020)
Quantifying vertical profiles of biochemical traits for forest plantation species using advanced remote sensing approaches.
Remote Sensing of Environment
Academic article
Part of book/report
-
Kong, Gefei;
Fan, Hongchao.
(2024)
Generating 3D Roof Models from ALS Point Clouds Using Roof Line Topologies.
Springer
Academic chapter/article/Conference paper
Teaching
Courses
Knowledge Transfer
2024
-
Academic lectureLau, Albert; Yan, Hailun; Fan, Hongchao. (2024) Schematic plan for train position identification using digital twin and positioning sensors. Transport research Arena 2024 , Dublin 2024-04-15 - 2024-04-18
2023
-
Academic lectureFan, Hongchao. (2023) A Rule and Graph-based Approach for 3D Roof Reconstruction from ALS Point Cloud Data. International Society for Digital Earth 13th International Symposium on Digital Earth , Athens 2023-07-11 - 2023-07-14
-
Academic lectureKong, Gefei; Fan, Hongchao. (2023) Generating 3D Roof Models from ALS Point Clouds using Roof Line Topologies. the 18th International 3DGeoInfo Conference 2023 2023-09-12 - 2023-09-14
2020
-
Academic lectureFan, Hongchao. (2020) Exploring urban mobility from crowdsourcing geoinformation data . Innovation Norway Norway-Singapore Science Week 2020 , online 2020-10-26 - 2020-11-06