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Research Publication

Date Journal Name Title Author(s) in SCRI
2024 International Journal of Applied Earth Observation and Geoinformation CDasXORNet: Change detection of buildings from bi-temporal remote sensing images as an XOR problem. Prof. John Shi (LSGI), Dr Sun Yangjie (LSGI), Dr Yu Yue (LSGI), Dr Zhang Min (LSGI)
2024 Journal of Remote Sensing Effectiveness of Spatiotemporal Data Fusion in Fine-Scale Land Surface Phenology Monitoring: A Simulation Study. Dr Zhu Xiaolin (LSGI)
2024 Remote Sensing Advances and Challenges in Deep Learning-Based Change Detection for Remote Sensing Images: A Review through Various Learning Paradigms. Prof. John Shi (LSGI), Dr Zhang Min (LSGI)
2024 Remote Sensing of Environment A stepwise unmixing model to address the scale gap issue present in downscaling of geostationary meteorological satellite surface temperature images. Dr Zhu Xiaolin (LSGI)
2024 Signal Processing A novel resampling-free update framework-based cubature Kalman filter for robust estimation. Prof. Chen Wu (LSGI)
2024 Sustainable Cities and Society Exploring the potential of sharing private charging posts: A data-driven micro-simulation approach. Dr Zhuge Chengxiang (LSGI)
2024 Transportation Research Part B Alternate closed-form weibit-based model for assessing travel choice with an oddball alternative. Prof. Chen Anthony (CEE)
2024 Transportation Research Part C: Emerging Technologies Demonstration-guided deep reinforcement learning for coordinated ramp metering and perimeter control in large scale networks. Dr Ma Wai (CEE)
2024 Transportation Research Part C: Emerging Technologies Recovering traffic data from the corrupted noise: A doubly physics-regularized denoising diffusion model. Dr Ma Wai (CEE)
2024 Transportation Research Part D: Transport and Environment An analytical framework for assessing equitable access to public electric vehicle chargers. Prof. Chen Anthony (CEE), Dr Zhuge Chengxiang (LSGI)

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