4 papers
IRPol-Fuse: Energy-structure coordination for infrared polarization fusion under low visibility
Zhuangfan Huang, Chusheng Fang, Xiaosong Li +3
Robust perception under low-visibility conditions requires fused imagery that jointly preserves infrared thermal saliency and polarization-derived structural details. However, exis…
NDLPNet: A Location-Aware Nighttime Deraining Network and a Real-World Benchmark Dataset
Huichun Liu, Xiaosong Li, Yang Liu +2
Visual degradation caused by rain streak artifacts in low-light conditions significantly hampers the performance of nighttime surveillance and autonomous navigation. Existing image…
FlexiD-Fuse: Flexible number of inputs multi-modal medical image fusion based on diffusion model
Yushen Xu, Xiaosong Li, Yuchun Wang +3
Different modalities of medical images provide unique physiological and anatomical information for diseases. Multi-modal medical image fusion integrates useful information from dif…
MambaTrans: Multimodal Fusion Image Translation via Large Language Model Priors for Downstream Visual Tasks
Yushen Xu, Xiaosong Li, Zhenyu Kuang +3
The goal of multimodal image fusion is to integrate complementary information from infrared and visible images, generating multimodal fused images for downstream tasks. Existing do…