activity
20242026
most citedSGDFuse: SAM-Guided Diffusion Model for High-Fidelity Infrared and Visible Image Fusion

15 citations · 15 across the 7 of their papers we have counts for

collaborators

7 papers

cs.CV2026

Ultra-High-Definition Restoration Transformers with Correlation Matching Transformation

Cong Wang, Liyan Wang, Jinshan Pan +4

We propose UHDformer++, a general Transformer-based framework to solve numerous Ultra-High-Definition (UHD) image restoration tasks. UHDformer++ operates across coordinated lea…

astro-ph.IM2026

Denoising the Deep Sky: Physics-Based CCD Noise Formation for Astronomical Imaging

Shuhong Liu, Xining Ge, Ziying Gu +7

Astronomical imaging remains noise-limited under practical observing conditions. Standard calibration pipelines remove structured artifacts but largely leave stochastic noise unres…

cs.CV2025

CuSfM: CUDA-Accelerated Structure-from-Motion

Jingrui Yu, Jun Liu, Kefei Ren +5

Efficient and accurate camera pose estimation forms the foundational requirement for dense reconstruction in autonomous navigation, robotic perception, and virtual simulation syste…

cs.CV2025★ 15 cited

SGDFuse: SAM-Guided Diffusion Model for High-Fidelity Infrared and Visible Image Fusion

Xiaoyang Zhang, jinjiang Li, Guodong Fan +4

Infrared and visible image fusion (IVIF) is essential for integrating thermal saliency with textural details to support downstream perception. However, most existing approaches suf…

cs.CV2025

Modality-Aware Feature Matching in Visual and Vision-Language Applications: A Comprehensive Survey

Weide Liu, Wei Zhou, Jun Liu +4

Feature matching is a cornerstone task in computer vision, essential for applications such as image retrieval, stereo matching, 3D reconstruction, and SLAM. This survey comprehensi…

cs.GR2025

Niagara: Normal-Integrated Geometric Affine Field for Scene Reconstruction from a Single View

Xianzu Wu, Zhenxin Ai, Harry Yang +3

Recent advances in single-view 3D scene reconstruction have highlighted the challenges in capturing fine geometric details and ensuring structural consistency, particularly in high…

cs.CV2024

Correlation Matching Transformation Transformers for UHD Image Restoration

Cong Wang, Jinshan Pan, Wei Wang +5

This paper proposes UHDformer, a general Transformer for Ultra-High-Definition (UHD) image restoration. UHDformer contains two learning spaces: (a) learning in high-resolution spac…