Zhang Q; Liu C, 2023, 'Holistic Analysis of the Influencing Factors of Construction 4.0 Technology Implementation in the Construction Industry: A Twin Sustainable and Digital Transition Perspective', in Lecture Notes in Operations Research, pp. 291 - 299, http://dx.doi.org/10.1007/978-981-99-3626-7_23
Journal articles | 2025
Huang Y; Sanatani RP; Liu C; Kang Y; Zhang F; Liu Y; Duarte F; Ratti C, 2025, 'No "true" greenery: Deciphering the bias of satellite and street view imagery in urban greenery measurement', BUILDING AND ENVIRONMENT, 269, http://dx.doi.org/10.1016/j.buildenv.2024.112395
Journal articles | 2025
Wang J; Shen Y; Awange J; Tabatabaeiasl M; Song Y; Liu C, 2025, 'A novel generative adversarial network and downscaling scheme for GRACE/GRACE-FO products: Exemplified by the Yangtze and Nile River Basins.', Sci Total Environ, 969, pp. 178874, http://dx.doi.org/10.1016/j.scitotenv.2025.178874
Journal articles | 2024
Bai T; Stütz D; Liu C; Bulatov D; Hacker J; Ge L, 2024, 'Unsupervised Bushfire Burn Severity Mapping Using Aerial and Satellite Imagery', ISPRS Annals of the Photogrammetry Remote Sensing and Spatial Information Sciences, 10, pp. 29 - 36, http://dx.doi.org/10.5194/isprs-annals-X-4-2024-29-2024
Journal articles | 2024
Liu C; Ge L; Bai T, 2024, 'Rapid large-scale building damage level classification after earthquakes using deep learning with Lidar and satellite optical data', International Journal of Digital Earth, 17, http://dx.doi.org/10.1080/17538947.2024.2441934
Journal articles | 2024
Liu C; Ge L; Xiang W; Du Z; Zhang Q, 2024, 'Channel Attention and Normal-Based Local Feature Aggregation Network (CNLNet): A Deep Learning Method for Predisaster Large-Scale Outdoor Lidar Semantic Segmentation', IEEE Transactions on Geoscience and Remote Sensing, 62, pp. 1 - 12, http://dx.doi.org/10.1109/TGRS.2023.3339475
Journal articles | 2024
Morra D; Zhu X; Liu C; Fu K; Duarte F; Mora S; He Z; Ratti C, 2024, 'Mapping sidewalk accessibility with smartphone imagery and Visual AI: a participatory approach', PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 382, http://dx.doi.org/10.1098/rsta.2024.0106
Journal articles | 2024
Zhang Q; Liu C; Zhu W; Mei S, 2024, 'Demystifying the Influencing Factors of Construction 4.0 Technology Implementation from a Sustainability Starting Point: Current Trends and Future Research Roadmap', Buildings, 14, http://dx.doi.org/10.3390/buildings14020552
Journal articles | 2023
Liu C; Zhang Q; Ge L; Sepasgozar SME; Sheng Z, 2023, 'Dielectric Fluctuation and Random Motion over Ground Model (DF-RMoG): An Unsupervised Three-Stage Method of Forest Height Estimation Considering Dielectric Property Changes', Remote Sensing, 15, http://dx.doi.org/10.3390/rs15071877
Journal articles | 2022
Liu C; M.E. Sepasgozar S; Shirowzhan S; Mohammadi G, 2022, 'Applications of object detection in modular construction based on a comparative evaluation of deep learning algorithms', Construction Innovation, 22, pp. 141 - 159, http://dx.doi.org/10.1108/CI-02-2020-0017
Journal articles | 2022
Liu C; Sepasgozar SME; Zhang Q; Ge L, 2022, 'A novel attention-based deep learning method for post-disaster building damage classification', Expert Systems with Applications, 202, http://dx.doi.org/10.1016/j.eswa.2022.117268
Journal articles | 2022
Wu Y; Liu C; Zhang Q; Ge L, 2022, 'Bibliometric Analysis of Interferometric Synthetic Aperture Radar (InSAR) Application in Land Subsidence from 2000 to 2021', Journal of Sensors, 2022, http://dx.doi.org/10.1155/2022/1027673
Journal articles | 2022
Zhang Q; Ge L; Hensley S; Isabel Metternicht G; Liu C; Zhang R, 2022, 'PolGAN: A deep-learning-based unsupervised forest height estimation based on the synergy of PolInSAR and LiDAR data', ISPRS Journal of Photogrammetry and Remote Sensing, 186, pp. 123 - 139, http://dx.doi.org/10.1016/j.isprsjprs.2022.02.008
Journal articles | 2022
Zhang Q; Hensley S; Zhang R; Liu C; Ge L, 2022, 'Improved Model-Based Forest Height Inversion Using Airborne L-Band Repeat-Pass Dual-Baseline Pol-InSAR Data', Remote Sensing, 14, http://dx.doi.org/10.3390/rs14205234
Journal articles | 2021
Zhang Q; Ge L; Zhang R; Metternicht GI; Liu C; Du Z, 2021, 'Towards a deep-learning-based framework of sentinel-2 imagery for automated active fire detection', Remote Sensing, 13, http://dx.doi.org/10.3390/rs13234790
Journal articles | 2019
Liu C; Shirowzhan S; Sepasgozar S; Kaboli S, 2019, 'Evaluation of Classical Operators and Fuzzy Logic Algorithms for Edge Detection of Panels at Exterior Cladding of Buildings', Buildings, 9, pp. 40 - 40, http://dx.doi.org/10.3390/buildings9020040
Journal articles | 2017
Sun T; Xu Z; Yuan J; Liu C; Ren A, 2017, 'Virtual experiencing and pricing of room views based on BIM and oblique photogrammetry', CREATIVE CONSTRUCTION CONFERENCE 2017, CCC 2017, 196, pp. 1122 - 1129, http://dx.doi.org/10.1016/j.proeng.2017.08.071
Conference Papers | 2023
Bai T; Ge L; Sepasgozar SME; Sheng Z; Liu C; Wu Y; Zhang Q, 2023, 'An Improved Luminance Contrast Saliency Map for Burned Area Mapping Based in INSAR Coherence Difference Image', in International Geoscience and Remote Sensing Symposium IGARSS, pp. 7198 - 7201, http://dx.doi.org/10.1109/IGARSS52108.2023.10282043
Conference Papers | 2023
Kuang J; Ge L; Zhang Q; Liu C, 2023, 'Using Multi-Temporal Optical Remote Sensing Images For Monitoring Post-Failure Evolution Of The Aniangzhai Landslide In Danba County, China', in International Geoscience and Remote Sensing Symposium IGARSS, pp. 6740 - 6743, http://dx.doi.org/10.1109/IGARSS52108.2023.10282595
Conference Papers | 2023
Liu C; Zhang Q; Shirowzhan S; Bai T; Sheng Z; Wu Y; Kuang J; Ge L, 2023, 'The Influence of Changing Features on the Accuracy of Deep Learning-Based Large-Scale Outdoor Lidar Semantic Segmentation', in International Geoscience and Remote Sensing Symposium IGARSS, pp. 4443 - 4446, http://dx.doi.org/10.1109/IGARSS52108.2023.10281898
Conference Papers | 2023
Sheng Z; Ge L; Li C; Bai T; Liu C; Wu Y; Zhang Q, 2023, 'Flood Assessment and Mapping Based on SAR and QUAV Vertical Remote Sensing Framework: A Case Study of 2022 Australia Moama Floods', in International Geoscience and Remote Sensing Symposium IGARSS, pp. 2548 - 2551, http://dx.doi.org/10.1109/IGARSS52108.2023.10282975
Conference Papers | 2021
Ge L; Wang Y; Zhang Q; Du Z; Liu C; Dong Y; Sleigh T; Guo T; Lei X; Ma Z, 2021, 'QUANTITATIVE, NEAR REAL-TIME MAPPING OF BUSHFIRES THROUGH INTEGRATION OF OPTICAL AND SAR REMOTE SENSING TECHNIQUES', in International Geoscience and Remote Sensing Symposium IGARSS, pp. 455 - 458, http://dx.doi.org/10.1109/IGARSS47720.2021.9554543
Conference Papers | 2021
Liu C; Ge L; Sepasgozar S, 2021, 'POST-DISASTER CLASSIFICATION OF BUILDING DAMAGE USING TRANSFER LEARNING', in International Geoscience and Remote Sensing Symposium IGARSS, Institute of Electrical and Electronics Engineers (IEEE), Brussels, Belgium, pp. 2194 - 2197, presented at IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2021, Brussels, Belgium, 12 July 2021 - 16 July 2021, http://dx.doi.org/10.1109/IGARSS47720.2021.9554795
Conference Papers | 2021
Liu C; Liu X; Wei Z; Hu S; Kwan Ng DW; Yuan J, 2021, 'Deep Learning-Empowered Predictive Beamforming for IRS-Assisted Multi-User Communications', in Proceedings IEEE Global Communications Conference Globecom, http://dx.doi.org/10.1109/GLOBECOM46510.2021.9685274
Conference Papers | 2019
Liu C; Shirowzhan S; Sepasgozar SME, 2019, 'Developing a Workflow for Cloud-based Inspection of Temporary Structures in Construction', in Proceedings of the International Symposium on Automation and Robotics in Construction (IAARC), International Association for Automation and Robotics in Construction (IAARC), presented at 36th International Symposium on Automation and Robotics in Construction, 21 May 2019 - 24 May 2019, http://dx.doi.org/10.22260/isarc2019/0177
Conference Papers | 2019
Liu C; Shirowzhan S; Sepasgozar SME, 2019, 'Developing a workflow for cloud-based inspection of temporary structures in construction', in Proceedings of the 36th International Symposium on Automation and Robotics in Construction, ISARC 2019, Banff, Canada, pp. 1319 - 1326, presented at ISARC, Banff, Canada, 21 May 2019 - 24 May 2019, http://dx.doi.org/10.22260/ISARC2019/0117
Conference Papers | 2019
Niemelä M; Shi A; Shirowzhan S; Sepasgozar SME; Liu C, 2019, '3D printing architectural freeform elements: Challenges and opportunities in manufacturing for industry 4.0', in Proceedings of the 36th International Symposium on Automation and Robotics in Construction, ISARC 2019, Banff, Alberta, Canada, pp. 1298 - 1304, presented at Isarc2019, Banff, Alberta, Canada, 21 May 2019 - 24 May 2019, http://dx.doi.org/10.22260/ISARC2019/0174
Conference Papers | 2018
Felli F; Liu C; Ullah F; Sepasgozar S, 2018, 'Implementation of 360 videos and mobile laser measurement technologies for immersive visualisation of real estate & properties', in Do K; Sutrisna M(ed.), 42nd AUBEA Conference 2018: Educating Building Professionals for the Future in the Globalised World, Volume 2, Curtin University, Singapore, pp. 294 - 305, presented at 42nd AUBEA Conference 2018: Educating Building Professionals for the Future in the Globalised World, Singapore, 26 September 2018 - 28 November 2018, http://dx.doi.org/10.26190/unsworks/26970
Conference Papers | 2018
Liu C; Shirowzhan S; Sepasgozar S; Kaboli S, 2018, 'Comparative Analysis of Five Edge Detection Algorithms for Panel Defect Detection', in 1st International Conference on 3D Construction Printing, Melbourne, presented at 1st International Conference on 3D Construction Printing, Melbourne, 26 November 2018 - 28 November 2018, http://dx.doi.org/10.26190/unsworks/27081
Conference Papers | 2018
SHIROWZHAN SARA; Sepasgozar SM; liu CHANG, 2018, 'Monitoring Physical Progress of Indoor Buildings Using Mobile and Terrestrial Point Clouds', New Orleans, Louisiana, presented at Sara SHIROWZHAN, New Orleans, Louisiana, 02 April 2018 - 04 April 2018, http://dx.doi.org/10.1061/9780784481264.059
2024 Geospatial Excellence Award Winner for the New South Wales State, Geospatial Council of Australia
2022 Best Poster, SmartSat CRC Conference, Australia
2022 Female PhD Personal Development Grant, SmartSat CRC, Australia
2022-2023 Development and Research Training Grant, UNSW Sydney, Australia
2020-2023 PhD Full Scholarship, SmartSat CRC, Australia
