3 papers
cs.CV2025
MdaIF: Robust One-Stop Multi-Degradation-Aware Image Fusion with Language-Driven Semantics
Jing Li, Yifan Wang, Jiafeng Yan +2
Infrared and visible image fusion aims to integrate complementary multi-modal information into a single fused result. However, existing methods 1) fail to account for the degradati…
cs.CV2025
DCDB: Dynamic Conditional Dual Diffusion Bridge for Ill-posed Multi-Tasks
Chengjie Huang, Jiafeng Yan, Jing Li +1
Conditional diffusion models have made impressive progress in the field of image processing, but the characteristics of constructing data distribution pathways make it difficult to…
cs.CV2025
GRASP: Geospatial pixel Reasoning viA Structured Policy learning
Chengjie Jiang, Yunqi Zhou, Jiafeng Yan +5
Geospatial pixel reasoning aims to generate segmentation masks in remote sensing imagery directly from natural-language instructions. Most existing approaches follow a paradigm tha…