3 papers
cs.CV2026
MGRL-RSCC: Multi-Granularity Reward Reinforcement Learning for Fine-Grained Remote Sensing Change Captioning
Futian Wang, Mengqi Wang, Xiao Wang +4
Remote Sensing Change Captioning (RSCC), which aims to generate accurate and detailed linguistic descriptions of ground object variations from bi-temporal remote sensing images, is…
cs.CV2025
EvRainDrop: HyperGraph-guided Completion for Effective Frame and Event Stream Aggregation
Futian Wang, Fan Zhang, Xiao Wang +3
Event cameras produce asynchronous event streams that are spatially sparse yet temporally dense. Mainstream event representation learning algorithms typically use event frames, vox…
cs.CV2025
SAM Guided Semantic and Motion Changed Region Mining for Remote Sensing Change Captioning
Futian Wang, Mengqi Wang, Xiao Wang +2
Remote sensing change captioning is an emerging and popular research task that aims to describe, in natural language, the content of interest that has changed between two remote se…