Researching | APN Featured Collection

Computational Optics

Learning from better simulation: creating highly realistic synthetic data for deep learning in scattering media

Bozhen Zhou, Zhitao Hao, Zhenbo Ren, Edmund Y. Lam, Jianshe Ma, and Ping Su

Vol. 4, Issue 5, 056007 (2025)

Retained imaging quality with reduced manufacturing precision: leveraging computational optics

Yujie Xing, Xiong Dun, Dinghao Yang, Siyu Dong, Yifan Peng, Xuquan Wang, Jun Yu, Zhanshan Wang, and Xinbin Cheng

Vol. 4, Issue 4, 046014 (2025)

Fusion-based enhancement of multi-exposure Fourier ptychographic microscopy

Zhiping Wang, Tianci Feng, Aiye Wang, Jinghao Xu, and An Pan

Vol. 4, Issue 4, 046001 (2025)

Teacher-student learning of generative adversarial network-guided diffractive neural networks for visual tracking and imagingEditors' Pick

Hang Su, Yanping He, Baoli Li, Haitao Luan, Min Gu, and Xinyuan Fang

Vol. 3, Issue 6, 066010 (2024)

Unidirectional imaging with partially coherent lightEditors' Pick

Guangdong Ma, Che-Yung Shen, Jingxi Li, Luzhe Huang, Çağatay Işıl, Fazil Onuralp Ardic, Xilin Yang, Yuhang Li, Yuntian Wang, Md Sadman Sakib Rahman, and Aydogan Ozcan

Vol. 3, Issue 6, 066008 (2024)

Multiuser computational imaging encryption and authentication with OFDM-assisted key management

Hongran Zeng, Ping Lu, Xiaowei Li, Lingling Huang, Chaoyun Song, Dahai Li, In-kwon Lee, Seok-Tae Kim, Qiong-Hua Wang, and Yiguang Liu

Vol. 3, Issue 5, 056016 (2024)

Multiparameter performance monitoring of pulse amplitude modulation channels using convolutional neural networks

Si-Ao Li, Yuanpeng Liu, Yiwen Zhang, Wenqian Zhao, Tongying Shi, Xiao Han, Ivan B. Djordjevic, Changjing Bao, Zhongqi Pan, and Yang Yue

Vol. 3, Issue 2, 026009 (2024)

Complex-valued universal linear transformations and image encryption using spatially incoherent diffractive networks

Xilin Yang, Md Sadman Sakib Rahman, Bijie Bai, Jingxi Li, and Aydogan Ozcan

Vol. 3, Issue 1, 016010 (2024)

Advanced all-optical classification using orbital-angular-momentum-encoded diffractive networksEditors' Pick

Kuo Zhang, Kun Liao, Haohang Cheng, Shuai Feng, and Xiaoyong Hu

Vol. 2, Issue 6, 066006 (2023)

Nonconvex optimization for optimum retrieval of the transmission matrix of a multimode fiber

Shengfu Cheng, Xuyu Zhang, Tianting Zhong, Huanhao Li, Haoran Li, Lei Gong, Honglin Liu, and Puxiang Lai

Vol. 2, Issue 6, 066005 (2023)

Complex-domain-enhancing neural network for large-scale coherent imagingArticle Video , On the Cover

Xuyang Chang, Rifa Zhao, Shaowei Jiang, Cheng Shen, Guoan Zheng, Changhuei Yang, and Liheng Bian

Vol. 2, Issue 4, 046006 (2023)

Untrained neural network enhances the resolution of structured illumination microscopy under strong background and noise levels

Yu He, Yunhua Yao, Yilin He, Zhengqi Huang, Dalong Qi, Chonglei Zhang, Xiaoshuai Huang, Kebin Shi, Pengpeng Ding, Chengzhi Jin, Lianzhong Deng, Zhenrong Sun, Xiaocong Yuan, and Shian Zhang

Vol. 2, Issue 4, 046005 (2023)

Digital subcarrier multiplexing-enabled carrier-free phase-retrieval receiver

Yunhe Ma, Meng Xiang, Wenzhuo Cheng, Ruitao Wu, Peijian Zhou, Gai Zhou, Jilong Li, Jianping Li, Songnian Fu, and Yuwen Qin

Vol. 2, Issue 4, 046004 (2023)

Review on near-field detection technology in the biomedical fieldAuthor Presentation

Xitian Hu, Li Zhou, Xu Wu, and Yan Peng

Vol. 2, Issue 4, 044002 (2023)

Joint device architecture algorithm codesign of the photonic neural processing unit

Li Pei, Zeya Xi, Bing Bai, Jianshuai Wang, Jingjing Zheng, Jing Li, and Tigang Ning

Vol. 2, Issue 3, 036014 (2023)

Long-range chaotic Brillouin optical correlation domain analysis with more than one million resolving pointsEditors' Pick

Yahui Wang, Xinxin Hu, Lintao Niu, Hui Liu, Jianzhong Zhang, and Mingjiang Zhang

Vol. 2, Issue 3, 036011 (2023)

Fringe-pattern analysis with ensemble deep learningArticle Video

Shijie Feng, Yile Xiao, Wei Yin, Yan Hu, Yixuan Li, Chao Zuo, and Qian Chen

Vol. 2, Issue 3, 036010 (2023)

Deep image prior plus sparsity prior: toward single-shot full-Stokes spectropolarimetric imaging with a multiple-order retarder

Feng Han, Tingkui Mu, Haoyang Li, and Abudusalamu Tuniyazi

Vol. 2, Issue 3, 036009 (2023)

Deep-learning-assisted inverse design of dual-spin/frequency metasurface for quad-channel off-axis vortices multiplexing

Kai Qu, Ke Chen, Qi Hu, Junming Zhao, Tian Jiang, and Yijun Feng

Vol. 2, Issue 1, 016010 (2023)

Characterization of multimode linear optical networks

Francesco Hoch, Taira Giordani, Nicolò Spagnolo, Andrea Crespi, Roberto Osellame, and Fabio Sciarrino

Vol. 2, Issue 1, 016007 (2023)