Ge Yang

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 29

Top Topics

Biomedical Images

Dimension Reduction

Image Segmentation

Top Venues

Publications

Lingrui Li, Yanfeng Zhou, Ge Yang
Robust Source-Free Domain Adaptation for Fundus Image Segmentation. WACV (2024)
Jiaxing Huang, Yanfeng Zhou, Yaoru Luo, Guole Liu, Heng Guo, Ge Yang
Representing Topological Self-Similarity Using Fractal Feature Maps for Accurate Segmentation of Tubular Structures. CoRR (2024)
Yiming Huang, Guole Liu, Yaoru Luo, Ge Yang
ADFA: Attention-augmented Differentiable top-k Feature Adaptation for Unsupervised Medical Anomaly Detection. CoRR (2023)
Yiming Huang, Guole Liu, Yaoru Luo, Ge Yang
ADFA: Attention-Augmented Differentiable Top-K Feature Adaptation for Unsupervised Medical Anomaly Detection. ICIP (2023)
Lingrui Li, Yanfeng Zhou, Ge Yang
Robust Source-Free Domain Adaptation for Fundus Image Segmentation. CoRR (2023)
Yanfeng Zhou, Jiaxing Huang, Chenlong Wang, Le Song, Ge Yang
XNet: Wavelet-Based Low and High Frequency Fusion Networks for Fully- and Semi-Supervised Semantic Segmentation of Biomedical Images. ICCV (2023)
Yanfeng Zhou, Yiming Huang, Ge Yang
Spatial and Planar Consistency for Semi-Supervised Volumetric Medical Image Segmentation. BMVC (2023)
Yuanhao Guo, Yaoru Luo, Wenjing Li, Ge Yang
Fluorescence Microscopy Images Segmentation Based on Prototypical Networks with a Few Annotations. PRCV (2) (2022)
Yaoru Luo, Guole Liu, Yuanhao Guo, Ge Yang
Elucidating Meta-Structures of Noisy Labels in Semantic Segmentation by Deep Neural Networks. CoRR (2022)
Shiyu Wu, Guole Liu, Ge Yang
Fast Particle Picking For Cryo-Electron Tomography Using One-Stage Detection. ISBI (2022)
Yaoru Luo, Guole Liu, Yuanhao Guo, Ge Yang
Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation. AAAI (2022)
Guole Liu, Yaoru Luo, Ge Yang
3d Particle Picking in Cryo-Electron Tomograms Using Instance Segmentation. ICIP (2022)
Liangyong Yu, Ran Li, Xiangrui Zeng, Hongyi Wang, Jie Jin, Ge Yang, Rui Jiang, Min Xu
Few shot domain adaptation for in situ macromolecule structural classification in cryoelectron tomograms. Bioinform. 37 (2) (2021)
Liqun Zhong, Guole Liu, Ge Yang
Blind Denoising of Fluorescence Microscopy Images Using GAN-Based Global Noise Modeling. ISBI (2021)
Tianjie Yang, Yaoru Luo, Wei Ji, Ge Yang
Advancing biological super-resolution microscopy through deep learning: a brief review. CoRR (2021)
Yuanhao Guo, Jiaxing Huang, Yanfeng Zhou, Yaoru Luo, Wenjing Li, Ge Yang
Segmentation of Intracellular Structures in Fluorescence Microscopy Images by Fusing Low-Level Features. PRCV (3) (2021)
Yaoru Luo, Guole Liu, Wenjing Li, Yuanhao Guo, Ge Yang
Deep Neural Networks Learn Meta-Structures to Segment Fluorescence Microscopy Images. CoRR (2021)
Yuanhao Guo, Fons J. Verbeek, Ge Yang
Probabilistic Inference for Camera Calibration in Light Microscopy Under Circular Motion. ISBI (2020)
Liangyong Yu, Ran Li, Xiangrui Zeng, Hongyi Wang, Jie Jin, Ge Yang, Rui Jiang, Min Xu
Few shot domain adaptation for in situ macromolecule structural classification in cryo-electron tomograms. CoRR (2020)
Yile Feng, Xiaoqi Chai, Qinle Ba, Ge Yang
Quality Assessment of Synthetic Fluorescence Microscopy Images for Image Segmentation. ICIP (2019)
Yuanhao Guo, Fons J. Verbeek, Ge Yang
Probabilistic Inference for Camera Calibration in Light Microscopy under Circular Motion. CoRR (2019)
Xiaoqi Chai, Qinle Ba, Ge Yang
Characterizing Robustness and Sensitivity of Convolutional Neural Networks in Segmentation of Fluorescence Microscopy Images. ICIP (2018)
Xiaoqi Chai, Qinle Ba, Ge Yang
Characterizing robustness and sensitivity of convolutional neural networks for quantitative analysis of mitochondrial morphology. Quant. Biol. 6 (4) (2018)
Huilin Yang, Jing Wang, Haiyun Tang, Qinle Ba, Ge Yang, Xiaoying Tang
Analysis of mitochondrial shape dynamics using large deformation diffeomorphic metric curve matching. EMBC (2017)
Min Xu, Xiaoqi Chai, Hariank Muthakana, Xiaodan Liang, Ge Yang, Tzviya Zeev-Ben-Mordehai, Eric P. Xing
Deep learning-based subdivision approach for large scale macromolecules structure recovery from electron cryo tomograms. Bioinform. 33 (14) (2017)
Xiaoqi Chai, Douglas Qian, Qinle Ba, Angran Li, Yongjie Jessica Zhang, Ge Yang
Image-based measurement of cargo traffic flow in complex neurite networks. ICIP (2017)
Hao-Chih Lee, Tao Liao, Yongjie Jessica Zhang, Ge Yang
Shape component analysis: structure-preserving dimension reduction on biological shape spaces. Bioinform. 32 (5) (2016)
Kuan-Chieh Jackie Chen, Yiyi Yu, Jelena Kovacevic, Ge Yang
A sliding-window data aggregation method for super-resolution imaging of live cells. ISBI (2015)
Hao-Chih Lee, Ge Yang
An image-based computational method for characterizing whole-cell scale spatiotemporal dynamics of intracellular transport. ISBI (2015)
Jianquan Xu, Yiyi Yu, Hao-Chih Lee, Qirui Fan, Jessica Winter, Ge Yang
Cell penetrating peptide mediated quantum dot delivery and release in live mammalian cells. EMBC (2014)
Kuan-Chieh Jackie Chen, Minhua Qiu, Jelena Kovacevic, Ge Yang
Computational Image Modeling for Characterization and Analysis of Intracellular Cargo Transport. CompIMAGE (2014)
Hao-Chih Lee, Ge Yang
Computational removal ofbackground fluorescence for biological fluorescence microscopy. ISBI (2014)
Hao-Chih Lee, Ge Yang
Integrating dimension reduction with mean-shift clustering for biological shape classification. ISBI (2014)
Kuan-Chieh Jackie Chen, Ge Yang, Jelena Kovacevic
Spatial density estimation based segmentation of super-resolution localization microscopy images. ICIP (2014)
Kuan-Chieh Jackie Chen, Jelena Kovacevic, Ge Yang
Structure-based determination of imaging length for super-resolution localization microscopy. ISBI (2014)
Minhua Qiu, Ge Yang
Drift correction for fluorescence live cell imaging through correlated motion identification. ISBI (2013)
Minhua Qiu, Hao-Chih Lee, Ge Yang
Nanometer resolution tracking and modeling of bidirectional axonal cargo transport. ISBI (2012)
Kuan-Chieh Jackie Chen, Yiyi Yu, Ruiqin Li, Hao-Chih Lee, Ge Yang, Jelena Kovacevic
Adaptive active-mask image segmentation for quantitative characterization of mitochondrial morphology. ICIP (2012)
Ge Yang, James A. Gaines, Bradley J. Nelson
Optomechatronic Design of Microassembly Systems for Manufacturing Hybrid Microsystems. IEEE Trans. Ind. Electron. 52 (4) (2005)
Ge Yang, Bradley J. Nelson
Wavelet-based autofocusing and unsupervised segmentation of microscopic images. IROS (2003)
Ge Yang, Bradley J. Nelson
Micromanipulation contact transition control by selective focusing and microforce control. ICRA (2003)
Ge Yang, James A. Gaines, Bradley J. Nelson
A Supervisory Wafer-Level 3D Microassembly System for Hybrid MEMS Fabrication. J. Intell. Robotic Syst. 37 (1) (2003)
Michael A. Greminger, Ge Yang, Bradley J. Nelson
Sensing Nanonewton Level Forces by Visually Tracking Structural Deformations. ICRA (2002)
Ge Yang, James A. Gaines, Bradley J. Nelson
A Flexible Experimental Workcell for Efficient and Reliable Wafer-Level 3D Microassembly. ICRA (2001)