79 citations · 112 across the 17 of their papers we have counts for
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cs.CV2025
Text-Guided Channel Perturbation and Pretrained Knowledge Integration for Unified Multi-Modality Image Fusion
Xilai Li, Xiaosong Li, Weijun Jiang
Multi-modality image fusion enhances scene perception by combining complementary information. Unified models aim to share parameters across modalities for multi-modality image fusi…
cs.CV2025
AWM-Fuse: Multi-Modality Image Fusion for Adverse Weather via Global and Local Text Perception
Xilai Li, Huichun Liu, Xiaosong Li +3
Multi-modality image fusion (MMIF) in adverse weather aims to address the loss of visual information caused by weather-related degradations, providing clearer scene representations…
cs.CV2025★ 1 cited
Exploring Linear Attention Alternative for Single Image Super-Resolution
Rongchang Lu, Changyu Li, Donghang Li +3
Deep learning-based single-image super-resolution (SISR) technology focuses on enhancing low-resolution (LR) images into high-resolution (HR) ones. Although significant progress ha…