Retinex-based low-light image enhancement methods have drawn significant interest due to their excellent performance and extensibility. However, most of them exhibit poor robustness when images are corrupted by noise. The main reason is that traditional Retinex models cannot effectively characterize the coupling betwee...
Jing-Tian Zhao, Xue-Li Xie, Jian-Xiang Xi et al.· Image Analysis and Stereolog...· 0 citations
To address challenges in multimodal registration of synthetic aperture radar and optical images—including nonlinear radiation differences, multiplicative speckle noise, and large geometric rotations—we propose a robust registration method based on a local orientation scale contour (LOSC) descriptor. First, an orientati...
Ji-Wei Fan, Shi-Zhen Liu, Zhi Zheng et al.· IEEE Journal of Selected Top...· 0 citations
PFIRNet (Probability Field Inference Network), a continuous geographic posterior inference framework that reformulates retrieval outputs as evidence for coordinate estimation rather than discrete tile selection, is proposed.
Yue-Qing Kang, Xiao-Gang Yang, Bin Tang et al.· Remote Sensing· 0 citations
An illumination-guided saturation constraint loss is designed, which adaptively constrains saturation in the HSV space to reduce color cast and suppress oversaturation and shows that UAV-LIENet outperforms representative existing methods in both quantitative metrics and visual quality.
Yue-Qing Kang, Rui-Tao Lu, Xiao-Gang Yang et al.· Journal of King Saud Univers...· 0 citations
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