Luzhe Huang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Image Reconstruction

Microscopy Images

Top Venues

IEEE Trans. Medical Imaging

Nat. Mac. Intell.

Publications

Luzhe Huang, Xiongye Xiao, Shixuan Li, Jiawen Sun, Yi Huang, Aydogan Ozcan, Paul Bogdan
Multi-scale Conditional Generative Modeling for Microscopic Image Restoration. CoRR (2024)
Luzhe Huang, Yuzhu Li, Nir Pillar, Tal Keidar Haran, William Dean Wallace, Aydogan Ozcan
Autonomous Quality and Hallucination Assessment for Virtual Tissue Staining and Digital Pathology. CoRR (2024)
Michael John Fanous, Paloma Casteleiro Costa, Çagatay Isil, Luzhe Huang, Aydogan Ozcan
Neural Network-Based Processing and Reconstruction of Compromised Biophotonic Image Data. CoRR (2024)
Hanlong Chen, Luzhe Huang, Tairan Liu, Aydogan Ozcan
eFIN: Enhanced Fourier Imager Network for generalizable autofocusing and pixel super-resolution in holographic imaging. CoRR (2023)
Luzhe Huang, Jianing Li, Xiaofu Ding, Yijie Zhang, Hanlong Chen, Aydogan Ozcan
Cycle Consistency-based Uncertainty Quantification of Neural Networks in Inverse Imaging Problems. CoRR (2023)
Luzhe Huang, Hanlong Chen, Tairan Liu, Aydogan Ozcan
Self-supervised learning of hologram reconstruction using physics consistency. Nat. Mac. Intell. 5 (8) (2023)
Yuzhu Li, Nir Pillar, Jingxi Li, Tairan Liu, Di Wu, Songyu Sun, Guangdong Ma, Kevin de Haan, Luzhe Huang, Sepehr Hamidi, Anatoly Urisman, Tal Keidar Haran, William Dean Wallace, Jonathan E. Zuckerman, Aydogan Ozcan
Virtual histological staining of unlabeled autopsy tissue. CoRR (2023)
Luzhe Huang, Xilin Yang, Tairan Liu, Aydogan Ozcan
Few-shot Transfer Learning for Holographic Image Reconstruction using a Recurrent Neural Network. CoRR (2022)
Hanlong Chen, Luzhe Huang, Tairan Liu, Aydogan Ozcan
Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization. CoRR (2022)
Yijie Zhang, Luzhe Huang, Tairan Liu, Keyi Cheng, Kevin de Haan, Yuzhu Li, Bijie Bai, Aydogan Ozcan
Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks. CoRR (2022)
Luzhe Huang, Hanlong Chen, Tairan Liu, Aydogan Ozcan
GedankenNet: Self-supervised learning of hologram reconstruction using physics consistency. CoRR (2022)
Luzhe Huang, Tairan Liu, Xilin Yang, Yi Luo, Yair Rivenson, Aydogan Ozcan
Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks. CoRR (2021)
Luzhe Huang, Yilin Luo, Yair Rivenson, Aydogan Ozcan
Recurrent neural network-based volumetric fluorescence microscopy. CoRR (2020)
Yilin Luo, Luzhe Huang, Yair Rivenson, Aydogan Ozcan
Single-shot autofocusing of microscopy images using deep learning. CoRR (2020)
Xilin Yang, Luzhe Huang, Yilin Luo, Yichen Wu, Hongda Wang, Yair Rivenson, Aydogan Ozcan
Deep learning-based virtual refocusing of images using an engineered point-spread function. CoRR (2020)
Luzhe Huang, Yiming Fu, Ruixiang Chen, Shanshan Yang, Haixia Qiu, Xining Wu, Shiyong Zhao, Ying Gu, Peng Li
SNR-Adaptive OCT Angiography Enabled by Statistical Characterization of Intensity and Decorrelation With Multi-Variate Time Series Model. IEEE Trans. Medical Imaging 38 (11) (2019)