Publications

2026

  1. IEEE Transactions on Circuits and Systems for Video Technology · 2026

    HCDi-Fusion: Hybrid-Conditioned Diffusion Model for Cross-Resolution Multimodal Image Fusion

    Duzhong Feng, Chenxi Qiu, Tao Yue, Xuemei Hu

  2. arXiv · 2026

    How to Design a Ultra-Compact High-Throughput Video Camera?

    Chenxi Qiu, Tao Yue, Xuemei Hu

  3. Laser & Photonics Reviews · 2026

    Multi-Wavelength Compatible Single-Shot Full-Stokes Polarimetric Imaging: Parallel Uncoupled Spatial Frequency Modulation Structure

    Li-Xing Lin, Tao Yue, Xuemei Hu

  4. IEEE Transactions on Pattern Analysis and Machine Intelligence · 2026

    Learned Optimal Visual Time-of-Flight Imaging with Fisher Information Guidance

    Kanghui Wang, Jiaqu Li, Tao Yue, Xuemei Hu

  5. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2026

    LRHDR: Learning Representation-enhanced HDR Video Reconstruction

    Chenzhuo Liao, Xin Chen, Bin Li, Yu Meng, Tao Yue, Xuemei Hu

  6. IEEE Transactions on Circuits and Systems for Video Technology · 2026

    OnRef-VSR: Real-time Online Reference-based Video Super-resolution via Efficient Temporal and Spatial Feature Transfers

    Duzhong Feng, Chenxi Qiu, Tao Yue, Xuemei Hu

  7. Laser & Photonics Reviews · 2026

    Phase-Modulated Terahertz Compressive Imaging With Physics-Integrated Deep Unfolding

    Wei Zhu, Xinchun Liu, Shiyi Wang, Hui Guo, Fei Wan, Hao Cui, Xia Huang, Bin Chen, Tao Yue, et al.

2025

  1. IEEE Signal Processing Letters · 2025

    SAM-iToF: SAM-Guided iToF Depth Recovery of Transparent and Mirror Objects

    Kanghui Wang, Feng Yan, Tao Yue, Xuemei Hu

  2. Information Fusion · 2025

    Alignment-free 3D motion compensation for iToF imaging via local linear transfer-enhanced joint optimization

    Yu Meng, Tao Yue, Xuemei Hu

  3. Advances in Neural Information Processing Systems (NeurIPS) · 2025 · Spotlight

    Learnable Burst-Encodable Time-of-Flight Imaging for High-Fidelity Long-Distance Depth Sensing

    Manchao Bao, Shengjiang Fang, Tao Yue, Xuemei Hu

2024

  1. Laser & Optoelectronics Progress · 2024 · Invited

    元光场事件计算成像(特邀)

    Yu Meng, Manchao Bao, Tao Yue, Xuemei Hu

  2. Image and Vision Computing · 2024

    An improved attentive residue multi-dilated network for thermal noise removal in magnetic resonance images

    Bowen Jiang, Tao Yue, Xuemei Hu

  3. IEEE International Conference on Computational Photography (ICCP) · 2024

    End-to-end Fluorescence Lifetime Imaging with optimized encoding and exposure allocation

    Ziyi Guo, Jiaqu Li, Kanghui Wang, Tao Yue, Xuemei Hu

  4. Applied Physics Letters · 2024

    Monocrystalline silicon metasurfaces enabled aperture-robust reconstructive spectrometer for visible light

    Weizhu Xu, Qingbin Fan, Peicheng Lin, Jiarong Wang, Hao Hu, Tao Yue, Xuemei Hu, Ting Xu

  5. Advanced Photonics · 2024

    Metasurface-based computational imaging: a review

    Xuemei Hu, Weizhu Xu, Qingbin Fan, Tao Yue, Feng Yan, Yanqing Lu, Ting Xu

  6. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2024

    Reconstruction-free Cascaded Adaptive Compressive SensingProject Page

    Chenxi Qiu, Tao Yue, Xuemei Hu

  7. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2024

    iToF-Flow-Based High Frame Rate Depth ImagingProject Page

    Yu Meng, Zhou Xue, Xu Chang, Xuemei Hu, Tao Yue

  8. IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024

    AdaCS: Adaptive Compressive Sensing With Restricted Isometry Property-Based Error-ClampingProject Page

    Chenxi Qiu, Xuemei Hu

2023

  1. Optics Letters · 2023

    Aluminum-based plasmonic metasurface for computational spectrometry with full coverage of visible light

    Qingbin Fan, Weizhu Xu, Peicheng Lin, Yuxuan Sun, Feng Yan, Xuemei Hu, Tao Yue, Ting Xu

  2. Chinese Conference on Pattern Recognition and Computer Vision (PRCV) · 2023

    An Efficient Way for Active None-Line-of-Sight: End-to-End Learned Compressed NLOS ImagingProject Page

    C. Chang, Tao Yue, Siqi Ni, Xuemei Hu

  3. IEEE International Conference on Computational Photography (ICCP) · 2023 · Oral

    Learnable Polarization-multiplexed Modulation Imager for Depth from DefocusProject Page

    Zhiwei Huang, Mingyou Dai, Tao Yue, Xuemei Hu

  4. Optics Express · 2023

    Image distortion by ambiguous multiple-photon detections in a superconducting nanowire single-photon imager and the correction method

    Hao Wang, Zhi Li, Xuemei Hu, et al.

  5. International Joint Conference on Neural Networks (IJCNN) · 2023

    Thermal noise removal of magnetic resonance images: a deep learning approach based on an attentive residue multi-dilated network with adaptive filtering and discrete cosine transform

    Bowen Jiang, Tao Yue, Xuemei Hu

  6. Optics and Lasers in Engineering · 2023

    A notch-mask and dual-prism system for snapshot spectral imaging

    Lei Chen, Lei Cai, Enze Huang, Y. Zhou, Tao Yue, Xun Cao

  7. Nature Communications · 2023

    Disordered metasurface enabled single-shot full-Stokes polarization imaging leveraging weak dichroismProject Page

    Qingbin Fan, Weizhu Xu, Xuemei Hu, et al.

  8. IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023

    Semi-Blindly Enhancing Extremely Noisy Videos With Recurrent Spatio-Temporal Large-Span NetworkProject Page

    Xin Chen, Xuemei Hu, Tao Yue

  9. Sensors · 2023

    On-Chip Compressive Sensing with a Single-Photon Avalanche Diode ArrayProject Page

    Chenxi Qiu, Peng Wang, Xiangshun Kong, Feng Yan, Cheng Mao, Tao Yue, Xuemei Hu

2022

  1. Acta Photonica Sinica · 2022 · Cover Paper

    基于混沌激光测距系统计算模型的深度图重建

    Bowen Jiang, Tao Yue, Xuemei Hu

  2. Nature Communications · 2022

    Trilobite-inspired neural nanophotonic light-field camera with extreme depth-of-fieldProject Page

    Qingbin Fan, Weizhu Xu, Xuemei Hu, et al.

  3. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · Oral

    Fisher Information Guidance for Learned Time-of-Flight ImagingProject Page

    Jiaqu Li, Tao Yue, Sijie Zhao, Xuemei Hu

  4. Light: Science & Applications · 2022

    Dual-color terahertz spatial light modulator for single-pixel imaging

    Weili Li, Xuemei Hu, Jingbo Wu, et al.

  5. Current Optics and Photonics · 2022

    Angle-sensitive Pixels Based on Subwavelength Compound Gratings

    Yunlong Meng, Xuemei Hu, Cheng Yang, et al.

2021

  1. Frontiers in Computational Neuroscience · 2021

    Effective plug-ins for reducing inference-latency of spiking convolutional neural networks during inference phase

    Xin Chen, X. Yuan, G. Fu, Y. Luo, Tao Yue, Feng Yan, et al.

  2. IEEE/CVF International Conference on Computer Vision (ICCV) · 2021

    Fast Light-Field Disparity Estimation With Multi-Disparity-Scale Cost AggregationProject Page

    Zhicong Huang, Xuemei Hu, Zhou Xue, Weizhu Xu, Tao Yue

  3. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2021

    Distribution-Aware Adaptive Multi-Bit QuantizationProject Page

    Sijie Zhao, Tao Yue, Xuemei Hu

  4. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2021

    Controlling the Rain From Removal to RenderingProject Page

    Siqi Ni, Xueyun Cao, Tao Yue, Xuemei Hu

2020

  1. Journal of Nanoelectronics and Optoelectronics · 2020

    Anti-Fog Imaging and Ship Positioning and Berthing Method Based on Solar-Blind Ultraviolet Optical Electronic Signal

    X. Zhu, X. Li, Xun Cao, Tao Yue, Feng Yan

  2. IEEE Access · 2020

    Influence of Beam Distribution on the Quality of Compressed Sensing-Based THz Imaging

    Li Zhang, Xuemei Hu, Zeqi Zhu, Feng Yan, Xiaoli Ji

  3. IEEE Sensors Journal · 2020

    Time-Delay-Integration Imaging Implemented With Single-Photon-Avalanche-Diode Linear Array

    Xiangshun Kong, Cheng Mao, Xuemei Hu, Feng Yan

2019

  1. Optics Express · 2019

    Multispectral Video Acquisition Using Spectral Sweep Camera

    Xuemei Hu, Xing Lin, Tao Yue, Qionghai Dai

  2. IEEE/CVF International Conference on Computer Vision (ICCV) · 2019

    Enhancing Low Light Videos by Exploring Practical Camera Noise

    Wei Wang, Xin Chen, Chen Yang, Xiang Li, Xuemei Hu, Tao Yue

  3. OSA Nonlinear Optics · 2019

    Enhance imaging depth in wide-field two-photon microscopy by extended detection and computational reconstruction

    Yuanlong Zhang, Tiankuang Zhou, Xuemei Hu, Hao Xie, Qionghai Dai, Lingjie Kong

  4. Optics Express · 2019

    Overcoming tissue scattering in wide-field deep imaging by extended detection and computational reconstruction

    Yuanlong Zhang, Tiankuang Zhou, Xuemei Hu, Hao Xie, Lu Fang, Qionghai Dai, Linjie Kong

  5. SPIE High-Speed Biomedical Imaging and Spectroscopy IV · 2019

    Video rate spectroscopy via Fourier-spectral-multiplexing

    Chao Deng, Xuemei Hu, Jinli Suo, Yuanlong Zhang, Zhili Zhang, Qionghai Dai

  6. IEEE Photonics Journal · 2019

    High Fidelity Single-Pixel Imaging

    Chao Deng, Xuemei Hu, Jinli Suo, Xiaoxu Li, Zhili Zhang, Qionghai Dai

  7. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2019

    Hyperspectral Imaging with Random Printed Mask

    Yuanyuan Zhao, Hui Guo, Xun Cao, Zhan Ma, Tao Yue, Xuemei Hu

  8. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2019

    Spectral Reconstruction from Dispersive Blur: A Novel Light Efficient Spectral Imager

    Yuanyuan Zhao, Xuemei Hu, Hui Guo, Zhan Ma, Tao Yue, Xun Cao

  9. OPIC Biomedical Imaging and Sensing Conference · 2019

    Lensless Phase Difference Microscopy with Designed Imaging Device

    Xu Cao, Cheng Yang, Zhijian Huang, Haowen Ma, Tao Yue, Xuemei Hu, Feng Yan

2018

  1. arXiv · 2018

    From rank estimation to rank approximation: Rank residual constraint for image denoising

    Z. Zha, X. Yuan, Tao Yue, J. Zhou

  2. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2018

    Multispectral image intrinsic decomposition via subspace constraint

    Q. Huang, W. Zhu, Y. Zhao, L. Chen, Y. Wang, Tao Yue, Xun Cao

  3. arXiv · 2018

    Deep image compression via end-to-end learning

    H. Liu, T. Chen, Q. Shen, Tao Yue, Z. Ma

  4. SPIE Optics, Photonics, and Digital Technologies for Imaging Applications V · 2018

    Multi-sensor array for polarimetric light-field imaging

    Y. Nie, C. Zi, Y. Li, Tao Yue, Xun Cao

  5. International Symposium of Space Optical Instrument and Application · 2018

    Remote Sensing Image Mixed Noise Denoising with Noise Parameter Estimation

    M. Wang, Sijie Zhao, Xun Cao, Tao Yue, Xuemei Hu

  6. Optics Express · 2018

    Snapshot hyperspectral imaging via spectral basis multiplexing in Fourier domain

    Chao Deng, Xuemei Hu, Jinli Suo, Yuanlong Zhang, Zhili Zhang, Qionghai Dai

  7. Optica · 2018

    Parallel cameras

    David J. Brady, Wubin Pang, Han Li, Zhan Ma, Tao Yue, Xun Cao

  8. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops · 2018

    Resolution-Enhanced Lensless Color Shadow Imaging Microscopy Based on Large Field-of-View Submicron-Pixel Imaging Sensors

    Cheng Yang, Haowen Ma, Xu Cao, Xia Hua, Xiaofeng Bu, Limin Zhang, Tao Yue, Feng Yan

  9. IEEE Transactions on Image Processing · 2018

    Convolutional Sparse Coding for RGB+NIR Imaging

    Xuemei Hu, Felix Heide, Qionghai Dai, Gordon Wetzstein

2017

  1. IEEE Visual Communications and Image Processing (VCIP) · 2017

    Deepcoder: A deep neural network based video compression

    T. Chen, H. Liu, Q. Shen, Tao Yue, Xun Cao, Z. Ma

  2. IEEE Global Conference on Signal and Information Processing (GlobalSIP) · 2017

    Multiple-image super resolution using both reconstruction optimization and deep neural network

    J. Wu, Tao Yue, Q. Shen, Xun Cao, Z. Ma

  3. Frontiers of Information Technology & Electronic Engineering · 2017

    High-resolution spectral video acquisition

    L. Chen, Tao Yue, Xun Cao, Z. Ma, David J. Brady

  4. IEEE Transactions on Multimedia · 2017

    Interactive screen video streaming-based pervasive mobile workstyle

    Z. Ma, Tao Yue, Xun Cao, Y. Xu, X. Li, Y. Wang

  5. Applied Optics · 2017

    Graph-regularized tensor robust principal component analysis for hyperspectral image denoising

    Y. Nie, L. Chen, H. Zhu, S. Du, Tao Yue, Xun Cao

  6. Applied Optics · 2017

    Intrinsic decomposition from a single spectral image

    X. Chen, W. Zhu, Y. Zhao, Y. Yu, Y. Zhou, Tao Yue, S. Du, Xun Cao

  7. IEEE Vehicular Technology Conference (VTC Spring) · 2017

    A Practical System Towards the Secure, Robust and Pervasive Mobile Workstyle

    Z. Ma, Tao Yue, Xun Cao, Y. Xu, X. Li, Y. Wang

  8. Frontiers of Computer Science · 2017

    The role of prior in image based 3D modeling: a survey

    H. Zhu, Y. Nie, Tao Yue, Xun Cao

  9. Journal of Visual Communication and Image Representation · 2017

    Robust multi-view stereo synthesized by various parameters model

    Y. Nie, Tao Yue, H. Zhu, S. Du, Xun Cao

  10. IEEE International Conference on Image Processing (ICIP) · 2017

    Multispectral Focal Stack Acquisition Using A Chromatic Aberration Enlarged Camera

    Qian Huang, Yunqian Li, Linsen Chen, Xiaoming Zhong, Jinli Suo, Zhan Ma, Tao Yue, Xun Cao

  11. Optics Express · 2017

    Heterogeneous camera array for multispectral light field imaging

    Yang Zhao, Tao Yue, Linsen Chen, Hongyuan Wang, Zhan Ma, David J. Brady, Xun Cao

  12. IEEE Transactions on Circuits and Systems for Video Technology · 2017

    Efficient Method for High-Quality Removal of Nonuniform Blur in the Wavelet Domain

    Tao Yue, Jinli Suo, Xun Cao, Qionghai Dai

  13. Scientific Reports · 2017

    Efficient single-pixel multispectral imaging via non-mechanical spatio-spectral modulation

    Ziwei Li, Jinli Suo, Xuemei Hu, Chao Deng, Jintao Fan, Qionghai Dai

  14. Frontiers of Information Technology & Electronic Engineering · 2017

    Emerging theories and technologies on computational imaging

    Xuemei Hu, Jiamin Wu, Jinli Suo, Qionghai Dai

2016

  1. International Conference on Computational Intelligence and Communication Networks · 2016

    An MPEG Media Transport System Based Desktop-as-a-Service (DaaS)

    B. Li, C. Wang, Y. Xu, Tao Yue, Xun Cao, Z. Ma

  2. International Conference on 3D Imaging (IC3D) · 2016

    Modeling the impact of spatial resolutions on perceptual quality of immersive image/video

    R. Zhou, M. Huang, S. Tan, L. Zhang, D. Chen, J. Wu, Tao Yue, Xun Cao, Z. Ma

  3. IEEE Signal Processing Magazine · 2016

    Computational Snapshot Multispectral Cameras: Toward Dynamic Capture of the Spectral World

    Xun Cao, Tao Yue, Xing Lin, Stephen Lin, Xin Yuan, Qionghai Dai, Lawrence Carin, David J. Brady

  4. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2016

    Variable Aperture Light Field Photography: Overcoming the Diffraction-Limited Spatio-Angular Resolution Tradeoff

    Julie Chang, Isaac Kauvar, Xuemei Hu, Gordon Wetzstein

  5. Journal of Optics · 2016

    Efficient single pixel imaging in Fourier space

    Liheng Bian, Jinli Suo, Xuemei Hu, Feng Chen, Qionghai Dai

  6. Optics Express · 2016

    Content-adaptive ghost imaging of dynamic scenes

    Ziwei Li, Jinli Suo, Xuemei Hu, Qionghai Dai

2015

  1. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2015

    Blind Optical Aberration Correction by Exploring Geometric and Visual Priors

    Tao Yue, Jinli Suo, Jue Wang, Xun Cao, Qionghai Dai

  2. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops · 2015

    Efficient 3D Kernel Estimation for Non-uniform Camera Shake Removal Using Perpendicular Camera System

    Tao Yue, Jinli Suo, Qionghai Dai

  3. Optics Express · 2015

    Patch-primitive driven compressive ghost imaging

    Xuemei Hu, Jinli Suo, Tao Yue, Liheng Bian, Qionghai Dai

  4. Optics Express · 2015

    Gerchberg-Saxton-like ghost imaging

    Wei Wang, Xuemei Hu, Jindan Liu, Suzheng Zhang, Jinli Suo, Guohai Situ

2014

  1. SPIE Real-time Photonic Measurements, Data Management, and Processing · 2014

    Fast blur removal via optical computing

    Jinli Suo, Tao Yue, Qionghai Dai

  2. Optics Express · 2014

    Image Quality Enhancement Using Original Lens via Optical Computing

    Tao Yue, Jinli Suo, Yudong Xiao, Lei Zhang, Qionghai Dai

  3. European Conference on Computer Vision (ECCV) · 2014

    Hybrid Image Deblurring by Fusing Edge and Power Spectrum Information

    Tao Yue, Sunghyun Cho, Jue Wang, Qionghai Dai

  4. IEEE International Conference on Multimedia and Expo (ICME) · 2014

    Deblur a Blurred RGB Image with a Sharp NIR Image Through Local Linear Mapping

    Tao Yue, Ming-Ting Sun, Zhengyou Zhang, Jinli Suo, Qionghai Dai

  5. IEEE Transactions on Image Processing · 2014

    High-Dimensional Camera Shake Removal with Given Depth Map

    Tao Yue, Jinli Suo, Qionghai Dai

  6. Optics Letters · 2014

    Robust and accurate transient light transport decomposition via convolutional sparse coding

    Xuemei Hu, Yue Deng, Xing Lin, Jinli Suo, Qionghai Dai, Christopher Barsi, Ramesh Raskar

2013

  1. Computers & Graphics · 2013

    Non-Uniform Image Deblurring Using an Optical Computing System

    Tao Yue, Jinli Suo, Qionghai Dai

  2. International Workshop on Computational Cameras and Displays · 2013 · Best Paper

    Optical Computing System for Fast Non-Uniform Image Deblurring

    Tao Yue, Jinli Suo, Xiangyang Ji, Qionghai Dai