3 papers
cs.CV2025
Multi-modal Spatio-Temporal Transformer for High-resolution Land Subsidence Prediction
Wendong Yao, Binhua Huang, Soumyabrata Dev
Forecasting high-resolution land subsidence is a critical yet challenging task due to its complex, non-linear dynamics. While standard architectures like ConvLSTM often fail to mod…
cs.CV2025
MVP: Motion Vector Propagation for Zero-Shot Video Object Detection
Binhua Huang, Ni Wang, Wendong Yao +1
Running a large open-vocabulary (Open-vocab) detector on every video frame is accurate but expensive. We introduce a training-free pipeline that invokes OWLv2 only on fixed-interva…
cs.CV2025
A Deep Learning Approach for Spatio-Temporal Forecasting of InSAR Ground Deformation in Eastern Ireland
Wendong Yao, Saeed Azadnejad, Binhua Huang +2
Monitoring ground displacement is crucial for urban infrastructure stability and mitigating geological hazards. However, forecasting future deformation from sparse Interferometric…