Tairan Liu

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 31

Top Topics

Image Reconstruction

Top Venues

IEEE Trans. Cybern.

IEEE Trans. Control. Syst. Technol.

Publications

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)
Ilmaan Zia, Muhammad Abdul Basit Ur Rahim, Tairan Liu, Zhangying He
Formal Modeling and Verification of Industrial Robotic Arm - A Case Study. QRS Companion (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)
Satyam Sharma, Muhammad Abdul Basit Ur Rahim, Shahid Hussain, Muhammad Rizwan Abid, Tairan Liu
Using Deep Reinforcement Learning And Formal Verification in Safety Critical Systems: Strategies and Challenges. QRS Companion (2023)
Luzhe Huang, Xilin Yang, Tairan Liu, Aydogan Ozcan
Few-shot Transfer Learning for Holographic Image Reconstruction using a Recurrent Neural Network. CoRR (2022)
Xilin Yang, Bijie Bai, Yijie Zhang, Yuzhu Li, Kevin de Haan, Tairan Liu, Aydogan Ozcan
Virtual stain transfer in histology via cascaded deep neural networks. 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)
Yuzhu Li, Tairan Liu, Hatice Ceylan Koydemir, Hongda Wang, Keelan O'Riordan, Bijie Bai, Yuta Haga, Junji Kobashi, Hitoshi Tanaka, Takaya Tamaru, Kazunori Yamaguchi, Aydogan Ozcan
Deep Learning-enabled Detection and Classification of Bacterial Colonies using a Thin Film Transistor (TFT) Image Sensor. CoRR (2022)
Tairan Liu, Yuzhu Li, Hatice Ceylan Koydemir, Yijie Zhang, Ethan Yang, Hongda Wang, Jingxi Li, Bijie Bai, Aydogan Ozcan
Stain-free, rapid, and quantitative viral plaque assay using deep learning and holography. CoRR (2022)
Luzhe Huang, Hanlong Chen, Tairan Liu, Aydogan Ozcan
GedankenNet: Self-supervised learning of hologram reconstruction using physics consistency. CoRR (2022)
Yi Luo, Yijie Zhang, Tairan Liu, Alan Yu, Yichen Wu, Aydogan Ozcan
Virtual impactor-based label-free bio-aerosol detection using holography and deep learning. CoRR (2022)
Tairan Liu, Marcio de Queiroz
Distance + Angle-Based Control of 2-D Rigid Formations. IEEE Trans. Cybern. 51 (12) (2021)
Tairan Liu, Marcio de Queiroz
An orthogonal basis approach to formation shape control. Autom. 129 (2021)
Tairan Liu, Marcio de Queiroz, Pengpeng Zhang, Milad Khaledyan
Further results on the distance and area control of planar formations. Int. J. Control 94 (3) (2021)
Yijie Zhang, Tairan Liu, Manmohan Singh, Yilin Luo, Yair Rivenson, Kirill V. Larin, Aydogan Ozcan
Neural network-based image reconstruction in swept-source optical coherence tomography using undersampled spectral data. CoRR (2021)
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)
Milad Khaledyan, Tairan Liu, Victor Fernández-Kim, Marcio de Queiroz
Flocking and Target Interception Control for Formations of Nonholonomic Kinematic Agents. IEEE Trans. Control. Syst. Technol. 28 (4) (2020)
Kevin de Haan, Yijie Zhang, Tairan Liu, Anthony E. Sisk, Miguel F. P. Diaz, Jonathan E. Zuckerman, Yair Rivenson, W. Dean Wallace, Aydogan Ozcan
Deep learning-based transformation of the H&E stain into special stains improves kidney disease diagnosis. CoRR (2020)
Tairan Liu, Marcio de Queiroz, Farid Sahebsara
Distance-Based Planar Formation Control using Orthogonal Variables. CCTA (2020)
Tairan Liu, Marcio de Queiroz
An Orthogonal Basis Approach to Formation Shape Control (Extended Version). CoRR (2020)
Tairan Liu, Kevin de Haan, Bijie Bai, Yair Rivenson, Yi Luo, Hongda Wang, David Karalli, Hongxiang Fu, Yibo Zhang, John FitzGerald, Aydogan Ozcan
Deep learning-based holographic polarization microscopy. CoRR (2020)
Tairan Liu, Victor Fernández-Kim, Marcio de Queiroz
Switching formation shape control with distance + area/angle feedback. Syst. Control. Lett. 135 (2020)
Tairan Liu, Marcio S. de Queiroz, Pengpeng Zhang, Milad Khaledyan
Directed Formation Control of n Planar Agents with Distance and Area Constraints. CoRR (2019)
Tairan Liu, Zhensong Wei, Yair Rivenson, Kevin de Haan, Yibo Zhang, Yichen Wu, Aydogan Ozcan
Deep learning-based color holographic microscopy. CoRR (2019)
Tairan Liu, Marcio S. de Queiroz, Pengpeng Zhang, Milad Khaledyan
Directed Formation Control of n Planar Agents with Distance and Area Constraints. ACC (2019)
Tairan Liu, Kevin de Haan, Yair Rivenson, Zhensong Wei, Xin Zeng, Yibo Zhang, Aydogan Ozcan
Deep learning-based super-resolution in coherent imaging systems. CoRR (2018)
Milad Khaledyan, Tairan Liu, Marcio S. de Queiroz
Flocking and Target Interception Control for Formations of Nonholonomic Kinematic Agents. CoRR (2018)
Yair Rivenson, Tairan Liu, Zhensong Wei, Yibo Zhang, Aydogan Ozcan
PhaseStain: Digital staining of label-free quantitative phase microscopy images using deep learning. CoRR (2018)
Tairan Liu, Misagh Naderi, Chris Alvin, Supratik Mukhopadhyay, Michal Brylinski
MolFrag. J. Chem. Inf. Model. 57 (4) (2017)