3 papers
cs.CV2026
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…
cs.CV2026
CAWM-Mamba: A unified model for infrared-visible image fusion and compound adverse weather restoration
Huichun Liu, Xiaosong Li, Zhuangfan Huang +3
Multimodal Image Fusion (MMIF) integrates complementary information from various modalities to produce clearer and more informative fused images. MMIF under adverse weather is part…
cs.CV2025
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…