Abstract: This article introduces a task named visual grounding of remote sensing ship (VGRSS) images. The goal of VGRSS is to locate ship objects in remote sensing images guided by natural language.

Current SSOD methods encounter challenges in adapting to remote sensing images (RSIs) due to the complexity and variability of RSIs. Two key issues remain underexplored: the noise in pseudo-labels ...