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Fourier Ptychography Reconstruction Based on Reweighted Amplitude Flow With Regularization by Denoising and Deep Decoder 期刊论文
IEEE PHOTONICS JOURNAL, 2023, 卷号: 15, 期号: 1
作者:  Li, Baopeng;  Ma, Caiwen;  Ersoy, Okan K.;  Pan, Zhibin;  Wen, Wansha;  Sun, Zhonghan;  Gao, Wei
Adobe PDF(9672Kb)  |  收藏  |  浏览/下载：124/2  |  提交时间：2023/02/13
Coherent imaging  imaging systems  technologies for computing  
A 4F optical diffuser system with spatial light modulators for image data augmentation 期刊论文
Optics Communications, 2021, 卷号: 488
作者:  Li, Baopeng;  Ersoy, Okan K.;  Ma, Caiwen;  Pan, Zhibin;  Wen, Wansha;  Song, Zongxi
Adobe PDF(2534Kb)  |  收藏  |  浏览/下载：323/5  |  提交时间：2021/03/09
Image data augmentation  Image classification  Spatial light modulators  Optical diffuser  
Scalable Wide Neural Network: A Parallel, Incremental Learning Model Using Splitting Iterative Least Squares 期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 50767-50781
作者:  Xi, Jiangbo;  Ersoy, Okan K.;  Fang, Jianwu;  Cong, Ming;  Wei, Xin;  Wu, Tianjun
Adobe PDF(5684Kb)  |  收藏  |  浏览/下载：199/1  |  提交时间：2021/04/13
Wide neural network  least squares  fast training  incremental learning  
Space Debris Detection Using Feature Learning of Candidate Regions in Optical Image Sequences 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 150864-150877
作者:  Xi, Jiangbo;  Xiang, Yaobing;  Ersoy, Okan K.;  Cong, Ming;  Wei, Xin;  Gu, Junkai
Adobe PDF(8355Kb)  |  收藏  |  浏览/下载：247/0  |  提交时间：2020/10/23
Space debris  Feature extraction  Machine learning  Signal to noise ratio  Object detection  Image sequences  Optical imaging  Space debris detection  background estimation  candidate region extraction  deep learning  
Space debris detection in optical image sequences 期刊论文
APPLIED OPTICS, 2016, 卷号: 55, 期号: 28, 页码: 7929-7940
作者:  Xi, Jiangbo;  Wen, Desheng;  Ersoy, Okan K.;  Yi, Hongwei;  Yao, Dalei;  Song, Zongxi;  Xi, Shaobo;  Xi, Jiangbo (xi15@purdue.edu)
Adobe PDF(2343Kb)  |  收藏  |  浏览/下载：312/5  |  提交时间：2016/10/17
Computer Vision  Errors  Geometrical Optics  Space Debris  Stars  Testing  
Phase retrieval based on difference map and deep neural networks 期刊论文
Journal of Modern Optics
作者:  Li, Baopeng;  Ersoy, Okan K.;  Ma, Caiwen;  Pan, Zhibin;  Wen, Wansha;  Song, Zongxi;  Gao, Wei
Adobe PDF(7444Kb)  |  收藏  |  浏览/下载：108/3  |  提交时间：2021/10/11
Phase retrieval  difference map  deep neural network  U-net  coherent diffractive imaging  
Parallel Multistage Wide Neural Network 期刊论文
IEEE Transactions on Neural Networks and Learning Systems
作者:  Xi, Jiangbo;  Ersoy, Okan K.;  Fang, Jianwu;  Wu, Tianjun;  Wei, Xin;  Zhao, Chaoying
Adobe PDF(3119Kb)  |  收藏  |  浏览/下载：121/0  |  提交时间：2021/11/22
Ensemble learning  incremental learning  multistage wide learning  parallel testing