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Ms Chang Liu

Ms Chang Liu

Casual Academic
Arts, Design & Architecture (ADA)
School of Built Environment
E-mail
chang.liu17@unsw.edu.au
  • Book Chapters | 2023
    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 | 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; 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
    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, https://www.researchgate.net/publication/329164528_Implementation_of_360_videos_and_mobile_laser_measurement_technologies_for_immersive_visualisation_of_real_estate_properties
    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