Publications

(* indicates corresponding author)

Publications of the Deep MicroVision Lab focus on cryo-electron microscopy, phase retrieval, computational imaging, and physics-informed deep learning.

Journal Articles

2026

Chuangxi Chen, Zhuang Zhou* , Xudong Zhao, Yixiao Yang, Xin Zhang, Ran Tao, Binghua Su.
Dual-Domain Fractional Fourier Transformer for Underwater Image Degradation Removal.
IEEE Signal Processing Letters, 2026.
[DOI]

2025

Xudong Zhao, Qi Ming* , Yixiao Yang* , Wenshuai Hu, Wei Li, Ran Tao.
Chirplet Fourier Analysis Network for Cross-Scene Classification of Multisource Remote Sensing Data.
IEEE Transactions on Geoscience and Remote Sensing, 2025.
[DOI]

Zhiyi Zhang, Yixiao Yang* , Xudong Zhao, Ran Tao* .
Deep Physically Parameterized All-in-One Network for Lens-Free Microscopy Imaging.
IEEE Journal of Selected Topics in Signal Processing, 2025.
[DOI]

Xiaodong Yang, Yixiao Yang* , Ziyang Li, Zhengjun Liu, Ran Tao* .
Blind Single-Shot Phase Retrieval Based on a Self-Supervised Physics-Adaptive Neural Network.
Optics Express, 2025.
[DOI]

2024

Yixiao Yang, Ran Tao* , Kaixuan Wei, Jun Shi.
Single-Shot Phase Retrieval From a Fractional Fourier Transform Perspective.
IEEE Transactions on Signal Processing, 2024.
[DOI]

Yixiao Yang, Ziyang Li, Xiaodong Yang, Zhengjun Liu, Ran Tao* .
Snapshot Coherent Diffraction Imaging via a Physics-Embedded Untrained Neural Network.
Optics Letters, 2024.
[DOI]

Jinming Ma, Yixiao Yang, Ran Tao* , Gang Li, Chang Gao.
Spectrum Analysis for Nonuniform Sampling of Bandlimited and Multiband Signals in the Fractional Fourier Domain.
Signal Processing, 2024.
[DOI]

2022

Yixiao Yang, Ran Tao* , Kaixuan Wei, Ying Fu.
Dynamic Proximal Unrolling Network for Compressive Imaging.
Neurocomputing, 2022.
[DOI]

Conference Papers

2025

Yixiao Yang, Joel Yeo, Yong Zi Tan, N. Duane Loh* .
Can Computational Phase Retrieval Help 2D Classification in Cryo-EM?
ScienceOpen / APMC, 2025.
[DOI]

Joel Yeo, Yixiao Yang, Benedikt J. Daurer, Deepan Balakrishnan, N. Duane Loh* .
Reaching the Limits of Phase Contrast in Transmission Electron Microscopy: Bridging the Theory–Experiment Gap With Physics-Informed Neural Networks.
ScienceOpen / APMC, 2025.
[DOI]

Xin Zhang, Zhuang Zhou* , Yixiao Yang, Haijun Xie, Haowen Yan, Hexiang Zhai, Binghua Su.
Self-Supervised Underwater Color Restoration via Wavelet-Diffusion Model.
SIGGRAPH Asia 2025.

2024

Wen-Xiu Dong, Hong-Tao Wei, Ming-Feng Lu* , Jin Hu, Yan Zhang, Yi-Xiao Yang, Jin-Min Wu, Feng Zhang, Ran Tao.
Measuring the Spherical Curvature Radius Based on Optical Fractional Fourier Transform.
CLEO 2024.

Zhiyi Zhang, Yixiao Yang, Ran Tao* .
Real-Time Snapshot Fractional Fourier Phase Retrieval via Deep Unfolding Network.
SPIE Optical Imaging, 2024.

Haihao Zhang, Yixiao Yang, Meng Lv* , Wei Li, Ran Tao.
TV-Enhanced Deep Unfolding Network for Multispectral Image Demosaicing.
SPIE Optical Imaging, 2024.

2023

Yixiao Yang, Ran Tao* .
Single-Shot Fractional Fourier Phase Retrieval.
ICASSP 2023.
[DOI]

2022

Na Liu, Yinjian Wang, Yixiao Yang, Wei Li* , Ran Tao.
Retinex-Based Low-Light Hyperspectral Restoration Using Camera Response Model.
IGARSS 2022.
[DOI]

Preprints

Yixiao Yang, Author2.
Title of Preprint.
arXiv:xxxx.xxxxx.
[arXiv]