Intra- and Cross-Scale Feature Interaction Network for Referring Remote Sensing Image Segmentation
The authors introduced NWPU-Refer, a large and diverse dataset for Referring Remote Sensing Image Segmentation (RRSIS). They proposed MRSNet, a model using an Intra-scale Feature Interaction Module (IFIM) to refine fine features and a Hierarchical Feature Integration Module (HFIM) to fuse cross-scale information. Experiments show MRSNet achieves state-of-the-art performance across multiple metrics on this challenging task.