Publications

(* Joint first author, and # Corresponding author)

⭐ Research Highlights

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Laser & Photonics Reviews · 2026

Compact Live-Cell Lensless Imaging Scheme via Rotating Mask

📄 Paper

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Advanced Imaging · 2025

3D Gaussian Adaptive Reconstruction for Fourier Light-Field Microscopy

📄 Paper

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IEEE Transactions on Medical Imaging · 2024

Continuous 3D Myocardial Motion Tracking via Echocardiography

📄 Paper

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Photonics Research · 2022

Light-field micro-endoscopy using a fiber bundle: a snapshot 3D epi-fluorescence endoscope

📄 Paper

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Optics Express · 2022

DNF: Diffractive Neural Field for Lensless Microscopic Imaging

📄 Paper

1. Journal Papers

Disorder-Invariant Implicit Neural Representation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46(8).

INeAT: an artifact-suppressed and resolution-enhanced computed tomography through iterative neural adaptive tomography. Optics Express, 2024, 32(18), 32336.

血管-神经-淋巴网络稳态与失衡对健康评估的价值. 中华医学杂志, 2024, 104(15), 1323-1330.

2023

Aberration modeling in deep learning for volumetric reconstruction of light-field microscopy. Laser & Photonics Reviews, 2023, 17(10), 2300154.

A notch-mask and dual-prism system for snapshot spectral imaging. Optics and Lasers in Engineering, 2023, 165, 107544.

AutoDeconJ: a GPU accelerated ImageJ plugin for 3D light field deconvolution with optimal iteration numbers predicting. Bioinformatics, 2023, 39(1), btac760.

Freeform illuminator for computational microscopy. Intelligent Computing, 2023, 2, 0015.

物理模型引导的智能相位成像 (Intelligent phase imaging guided by physics models). 物联网学报, 2023, 7(2), 35-42.

细胞生物信息学应用于疾病诊断的前景. 广西医科大学学报, 2023, 40(04), 533-542.

2022

⭐ Light-field micro-endoscopy using a fiber bundle: a snapshot 3D epi-fluorescence endoscope. Photonics Research, 2022, 10(9), 2247-2260. (Editor's Pick)

Ultra-compact snapshot spectral light-field imaging. Nature Communications, 2022, 13, 2732.

⭐ DNF: Diffractive Neural Field for Lensless Microscopic Imaging. Optics Express, 2022, 30(11), 18168-18178.

Robust multi-angle structured illumination lensless microscopy via illumination angle calibration. Optics Letters, 2022, 47(7), 1847-1850.

2021

Mask-modulated lensless imaging via translated structured illumination. Optics Express, 2021, 29(8), 12491-12501.

Snapshot Partially Coherent Diffraction Tomography. Physical Review Applied, 2021, 15(4), 044048.

2020

Lensless imaging of plant samples using the cross-polarized light. Optics Express, 2020, 28(21), 31611-31623.

Wirtinger gradient descent optimization for reducing Gaussian noise in lensless microscopy. Optics and Lasers in Engineering, 2020, 134, 106131.

Leukocyte super-resolution via geometry prior and structural consistency. Journal of Biomedical Optics, 2020, 25(10), 106501.

Before 2020

Phase-space deconvolution for light field microscopy. Optics Express, 2019, 27(13), 18131-18145.

Single-shot lensless imaging via simultaneous multi-angle LED illumination. Optics Express, 2018, 26(17), 21418-21432.

Invited Article: Mask-modulated lensless imaging with multi-angle illuminations. APL Photonics, 2018, 3(6), 060803.

Fourier ptychographic microscopy using wavelength multiplexing. Journal of Biomedical Optics, 2017, 22(6), 066006.

Linear canonical transform related operators and their applications to signal analysis—Part I: Fundamentals. Chinese Journal of Electronics, 2015, 24(1), 102-109.

Linear Canonical Transform Related Operators and Their Applications to Signal Analysis—Part II: Applications. Chinese Journal of Electronics, 2015, 24(2), 312-316.

2. Conference Papers

Artificial Intelligence

Spike Imaging Velocimetry: Dense Motion Estimation of Fluids Using Spike Streams. AAAI Conference on Artificial Intelligence (AAAI), Singapore.

EDformer: Transformer-Based Event Denoising Across Varied Noise Level. European Conference on Computer Vision (ECCV), Milan, Italy.

LPSNet: End-to-End Human Pose and Shape Estimation with Lensless Imaging. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA.

Intensity-robust autofocus for spike camera. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA.

Real-time parameter evaluation of high-speed microfluidic droplets using continuous spike streams. ACM International Conference on Multimedia (ACM MM), Melbourne, Australia.

DINER: Disorder-Invariant Implicit Neural Representation. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada. (Highlight, 2.5% of submissions)

Optics and Photonics

3D Image Restoration using Implicit Neural Representations for Brightfield and Widefield Fluorescence Microscopy. Computational Optical Sensing and Imaging (COSI), Toulouse, France.

Hybrid Scanning Lensless Imaging by Diffractive Neural Field. Computational Optical Sensing and Imaging (COSI), Toulouse, France.

High-speed phase transition imaging using spike streams. 3D Image Acquisition and Display, Toulouse, France.

Dual-modal light-field micro-endoscopy. Frontiers in Optics + Laser Science (FiO+LS), New York, USA.

Lensless Imaging By Binary Mask Rotation. Frontiers in Optics + Laser Science (FiO+LS), New York, USA.

Analysis of pre-processing methods for lossless compression of multi-component medical images based on latent variable models. Frontiers in Optics + Laser Science (FiO+LS), New York, USA.

Multi-wavelength Lensless Microscopy Via A Linear Variable Bandpass Filter. Biophotonics Congress: Biomedical Optics, Florida, USA.

A novel denoising reconstruction algorithm for multi-height lensless microscopy. Biophotonics Congress: Biomedical Optics, Washington D.C., USA.

Wavefront shaping for achieving high NA GRIN-lens-based endoscopic imaging. Biophotonics Congress: Optics in the Life Sciences, Arizona, USA.

Wavelength multiplexed Fourier ptychographic microscopy. Computational Optical Sensing and Imaging (COSI), Heidelberg, Germany.

3. Granted Patents

Q. Dai, Y. Zhou, J. Wu, G. Zhang. Microscopic Imaging system and method. USA, US11262568B2.
Q. Dai, Y. Zhou, J. Wu, J. Fan. Wavelength multiplexed Fourier ptychographic microscopy system and method. USA, US10185137B2.
Q. Dai, Y. Zhou, J. Wu, G. Zhang. Rapid three-dimensional imaging system and method based on multi-angle 4Pi microscope, and storage medium. USA, US11719921B2.