4 papers
Score-Based Matching with Target Guidance for Cryo-EM Denoising
Xiaoqi Wu, Xueying Zhan, Wen Li +3
Cryo-electron microscopy (cryo-EM) enables single-particle analysis of biological macromolecules under strict low-dose imaging conditions, but the resulting micrographs often exhib…
Multimodal Medical Endoscopic Image Analysis via Progressive Disentangle-aware Contrastive Learning
Junhao Wu, Yun Li, Junhao Li +4
Accurate segmentation of laryngo-pharyngeal tumors is crucial for precise diagnosis and effective treatment planning. However, traditional single-modality imaging methods often fal…
Baltimore Atlas: FreqWeaver Adapter for Semi-supervised Ultra-high Spatial Resolution Land Cover Classification
Junhao Wu, Aboagye-Ntow Stephen, Chuyuan Wang +2
Ultra-high Spatial Resolution (UHSR) Land Cover Classification is increasingly important for urban analysis, enabling fine-scale planning, ecological monitoring, and infrastructure…
Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning
Runmin Jiang, Zhaoxin Fan, Junhao Wu +5
3D medical image segmentation is a challenging task with crucial implications for disease diagnosis and treatment planning. Recent advances in deep learning have significantly enha…