Publications by authors named "Tingfa Xu"

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Dynamic Client Distillation for Semi-Supervised Federated Learning in a Realistic Scenario.
Ning Shen, Tingfa Xu, Shiqi Huang, Zhenxiang Chen, Jianan Li

IEEE Trans Med Imaging· November 2025

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Fourier ptychographic enhancement of iterative pathways: autonomous 3D momentum coordination in hybrid ML-PIE architectures.
Yiwen Chen, Yuncheng Wang, Jingze Zheng, Hongnian Liu, Jianan Li, Tingfa Xu

Biomed Opt Express· November 2025

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Mixed-Granularity Implicit Representation for Continuous Hyperspectral Compressive Reconstruction.
Jianan Li, Huan Chen, Wangcai Zhao, Rui Chen, Tingfa Xu

IEEE Trans Neural Netw Learn Syst· September 2025

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ST-FPM: suppressor tunable FPM for high-quality and highly robust full-field reconstruction.
Jingze Zheng, Yuncheng Wang, Yiwen Chen, Jianan Li, Tingfa Xu

Biomed Opt Express· September 2025

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Towards Robust Point Cloud Recognition With Sample-Adaptive Auto-Augmentation.
Jianan Li, Jie Wang, Junjie Chen, Tingfa Xu

IEEE Trans Pattern Anal Mach Intell· April 2025

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Factorization Vision Transformer: Modeling Long-Range Dependency With Local Window Cost.
Haolin Qin, Daquan Zhou, Tingfa Xu, Ziyang Bian, Jianan Li

IEEE Trans Neural Netw Learn Syst· February 2025

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OSFormer: One-Step Transformer for Infrared Video Small Object Detection.
Haolin Qin, Tingfa Xu, Yuan Tang, Fengxiang Xu, Jianan Li

IEEE Trans Image Process· January 2025

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Multi-angle and full-Stokes polarization multispectral images using quarter-wave plate and tunable filter.
Axin Fan, Tingfa Xu, Geer Teng, Xi Wang, Chang Xu

Sci Data· December 2024

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MetaSeg: Content-Aware Meta-Net for Omni-Supervised Semantic Segmentation.
Shenwang Jiang, Jianan Li, Ying Wang, Wenxuan Wu, Jizhou Zhang, Tingfa Xu

IEEE Trans Neural Netw Learn Syst· September 2024

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Opto-intelligence spectrometer using diffractive neural networks.
Ze Wang, Hang Chen, Jianan Li, Tingfa Xu, Zejia Zhao

Nanophotonics· August 2024

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Miniature spectrometer based on graded bandgap perovskite filter.
Peihan Sun, Xiangmin Hu, Shuhao Yuan, Yanyan Peng, Tingfa Xu

Nanophotonics· August 2024

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Anti-UAV410: A Thermal Infrared Benchmark and Customized Scheme for Tracking Drones in the Wild.
Bo Huang, Jianan Li, Junjie Chen, Gang Wang, Jian Zhao, Tingfa Xu

IEEE Trans Pattern Anal Mach Intell· May 2024

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MsSVT++: Mixed-Scale Sparse Voxel Transformer With Center Voting for 3D Object Detection.
Jianan Li, Shaocong Dong, Lihe Ding, Tingfa Xu

IEEE Trans Pattern Anal Mach Intell· May 2024

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Transformed pupil-function misalignment calibration strategy for Fourier ptychographic microscopy.
Hongnian Liu, Tingfa Xu, Yiwen Chen, Yuncheng Wang, Jianan Li

Opt Express· March 2024

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Dynamic Loss for Robust Learning.
Shenwang Jiang, Jianan Li, Jizhou Zhang, Ying Wang, Tingfa Xu

IEEE Trans Pattern Anal Mach Intell· December 2023

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Expert-Guided Knowledge Distillation for Semi-Supervised Vessel Segmentation.
Ning Shen, Tingfa Xu, Shiqi Huang, Feng Mu, Jianan Li

IEEE J Biomed Health Inform· November 2023

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SCANet: A Unified Semi-Supervised Learning Framework for Vessel Segmentation.
Ning Shen, Tingfa Xu, Ziyang Bian, Shiqi Huang, Feng Mu

IEEE Trans Med Imaging· September 2023

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Full-Stokes polarization multispectral images of various stereoscopic objects.
Axin Fan, Tingfa Xu, Geer Teng, Xi Wang, Yuhan Zhang, Chang Xu, Xin Xu

Sci Data· May 2023

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Deep Learning in Medical Hyperspectral Images: A Review.
Rong Cui, He Yu, Tingfa Xu, Xiaoxue Xing, Xiaorui Cao

Sensors (Basel)· December 2022

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Comparative Analysis on the Effect of Surface Reflectance for Laser 3D Scanner Calibrator.
Jia Ou, Tingfa Xu, Xiaochuan Gan, Xuejun He, Yan Li

Micromachines (Basel)· September 2022

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Integration of Fourier ptychography with machine learning: an alternative scheme.
Yiwen Chen, Tingfa Xu, Haixin Sun, Jizhou Zhang, Bo Huang

Biomed Opt Express· August 2022

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Polarimetry-inspired feature fusion spectroscopy (PIFFS) for ammonia sensing in water.
Axin Fan, Tingfa Xu, Geer Teng, Jianan Li, Yuhan Zhang, Chang Xu, Xin Xu

Opt Express· May 2022

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Deep Multi-Feature Transfer Network for Fourier Ptychographic Microscopy Imaging Reconstruction.
Xiaoli Wang, Yan Piao, Jinyang Yu, Jie Li, Haixin Sun, Tingfa Xu

Sensors (Basel)· February 2022

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Multiscale Joint Optimization Strategy for Retinal Vascular Segmentation.
Minghan Yan, Jian Zhou, Cong Luo, Tingfa Xu, Xiaoxue Xing

Sensors (Basel)· February 2022

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Research on Small Sample Dynamic Human Ear Recognition Based on Deep Learning.
Yanmin Lei, Junru Qian, Dong Pan, Tingfa Xu

Sensors (Basel)· February 2022

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