Xiao-Wei Xie

MoEST-Net: mixture-of-experts spatio-temporal transformer network for long-term land-use change detection in high-resolution remote sensing imagery

Long-term land-use change detection requires models that distinguish persistent land-cover transitions from seasonal appearance changes while remaining efficient over extended image sequences. MoEST-Net is a Mixture-of-Experts spatio-temporal Transformer designed for this setting. Its temporal-scale expert grid uses hi...