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Open access Sep 2026

Cross-Conditioned Spectral Diffusion Fusion for Symmetry-Aware Mirror Segmentation

Mirror segmentation aims to identify mirror pixels from a single RGB image, yet remains challenging because mirrors provide weak intrinsic texture cues and their appearance is dominated by scene-dependent reflections under varying illumination and viewpoints. While recent models improve performance by leveraging contex...

Yunjae Cheon, Yong-Ju Jung · 0 citations
Open access Aug 2026

LGScanNet: Gated Local–Global Selective Scanning for Joint Low-Light Enhancement and Deblurring

LGScanNet, a gated local–global selective scanning network for joint low-light enhancement and deblurring, is proposed and controlled comparisons against parameter-matched convolutional and state-space controls indicate that the performance gains cannot be explained by increased model capacity or by selective scanning...

Dong-Ge-Ra-Mi Moon, Hangmin Jo, Yong-Ju Jung · 0 citations

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