confidence thresholding 1cross-attention 1image restoration 1intensity-chromaticity fusion 1low-light image enhancement 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
Thresholded Cross-Attention for Reliable Intensity-Chromaticity Fusion in Low-Light Image Enhancement
Yanyi Wu, Xu Zhang, Junkai Chen +6
The paper introduces TCA-Net, which uses a thresholded cross-attention mechanism to more reliably fuse intensity and chromaticity information for low-light image enhancement, impro…
cs.CV2025
Joint multi-dimensional dynamic attention and transformer for general image restoration
Huan Zhang, Xu Zhang, Nian Cai +2
Outdoor images often suffer from severe degradation due to rain, haze, and noise, impairing image quality and challenging high-level tasks. Current image restoration methods strugg…