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Application of machine learning in the alignment of off-Axis optical system 会议论文
AOPC 2021: Novel Technologies and Instruments for Astronomical Multi-Band Observations, Beijing, China, 2021-06-20
作者:  Yu, Lei;  Ma, Caiwen;  Fu, Xing;  Yin, Yamei;  Cao, Mingqiang
Adobe PDF(867Kb)  |  收藏  |  浏览/下载：94/0  |  提交时间：2022/01/30
Off-axis Optical System  Alignment  Machine Learning  Neural Network  
An improved fusion method of infrared and visible images based on fusionGAN 会议论文
Thirteenth International Conference on Digital Image Processing, ICDIP 2021, Singapore, Singapore, 2021-05-20
作者:  Yao, Zhiqiang;  Guo, Huinan;  Ren, Long
Adobe PDF(1048Kb)  |  收藏  |  浏览/下载：281/0  |  提交时间：2021/07/26
Image fusion  FusionGAN  Pyramid network  Residual network  Infrared image  Visible image  
Photonic convolutional accelerator and neural network in the Tera-OPs regime based on Kerr microcombs 会议论文
Integrated Optics: Devices, Materials, and Technologies XXV, Virtual, Online, United states, 2021-03-06
作者:  Xu, Xingyuan;  Tan, Mengxi;  Corcoran, Bill;  Wu, Jiayang;  Boes, Andreas;  Nguyen, Thach G.;  Chu, Sai T.;  Little, Brent E.;  Hicks, Damien G.;  Morandotti, Roberto;  Mitchell, Arnan;  Moss, David J.
Adobe PDF(2857Kb)  |  收藏  |  浏览/下载：141/0  |  提交时间：2021/06/01
Optical neural networks  neuromorphic processor  microcomb  convolutional accelerator  
Pneumonia image classification based on convolutional neural network 会议论文
Twelfth International Conference on Information Optics and Photonics, CIOP 2021, Xi'an, China, 2021-07-23
作者:  Xiong, Feng;  He, Di;  Liu, Yujie;  Qi, Meijie;  Zhang, Zhoufeng;  Liu, Lixin
Adobe PDF(475Kb)  |  收藏  |  浏览/下载：107/0  |  提交时间：2022/01/21
image classification  convolution neural network (CNN)  deep learning (DL)  pneumonia image  chest X-ray  
Microcombs for ultrahigh bandwidth optical data transmission and neural networks 会议论文
Integrated Optics: Design, Devices, Systems and Applications VI, Virtual, Online, Czech republic, 2021-04-19
作者:  Tan, M.;  Xu, X.;  Corcoran, B.;  Wu, J.;  Boes, A.;  Nguyen, T.;  Chu, S.;  Little, B.;  Morandotti, R.;  Mitchell, A.;  Moss, D.J.
Adobe PDF(3413Kb)  |  收藏  |  浏览/下载：135/0  |  提交时间：2021/07/20
Optical neural networks  neuromorphic processor  microcomb  convolutional accelerator  data transmission