3 papers
cs.CV2025
UMCFuse: A Unified Multiple Complex Scenes Infrared and Visible Image Fusion Framework
Xilai Li, Xiaosong Li, Tianshu Tan +2
Infrared and visible image fusion has emerged as a prominent research area in computer vision. However, little attention has been paid to the fusion task in complex scenes, leading…
cs.CV2024
Interaction-Guided Two-Branch Image Dehazing Network
Huichun Liu, Xiaosong Li, Tianshu Tan
Image dehazing aims to restore clean images from hazy ones. Convolutional Neural Networks (CNNs) and Transformers have demonstrated exceptional performance in local and global feat…
cs.CV2024
MMA-UNet: A Multi-Modal Asymmetric UNet Architecture for Infrared and Visible Image Fusion
Jingxue Huang, Xilai Li, Tianshu Tan +2
Multi-modal image fusion (MMIF) maps useful information from various modalities into the same representation space, thereby producing an informative fused image. However, the exist…