Oct 28, 2022
L. Huang, X. Yang, T. Liu, and A. Ozcan, “Few-shot Transfer Learning for Holographic Image Reconstruction using a Recurrent Neural Network” APL Photonics (2022) DOI: 10.1063/5.0090582
Oct 28, 2022
Y. Li, T. Liu, H.C. Koydemir, H. Wang, K. O’Riordan, B. Bai, Y. Haga, J. Kobashi, H. Tanaka, T. Tamaru, K. Yamaguchi, and A. Ozcan, “Deep Learning-enabled Detection and Classification of Bacterial Colonies Using a Thin Film Transistor (TFT) Image Sensor” ACS Photonics...
Oct 28, 2022
Y. Li, Y. Luo, B. Bai, and A. Ozcan, “Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers,” IEEE Journal of Selected Topics in Quantum Electronics (IEEE JSTQE) (2022) DOI: 10.1109/JSTQE.2022.3194574– PDF
Oct 28, 2022
H. Chen, L. Huang, T. Liu and A. Ozcan, “Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization,” Light: Science & Applications (2022) DOI: 10.1038/s41377-022-00949-8– PDF
Oct 28, 2022
X. Yang, B. Bai, Y. Li, Y. Zhang, T. Liu, K. de Haan, and A. Ozcan, “Virtual stain transfer in histology via cascaded deep neural networks” ACS Photonics (2022) DOI: 10.1021/acsphotonics.2c00932