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Blind deep-learning based preprocessing method for Fourier ptychographic microscopy 期刊论文
Optics and Laser Technology, 2024, 卷号: 169
作者:  Wu, Kai;  Pan, An;  Sun, Zhonghan;  Shi, Yinxia;  Gao, Wei
Adobe PDF(10182Kb)  |  收藏  |  浏览/下载：94/0  |  提交时间：2023/10/26
Fourier ptychographic microscopy  Noise modeling  Blind denoising  Deep learning  
CMID: Crossmodal Image Denoising via Pixel-Wise Deep Reinforcement Learning 期刊论文
Sensors, 2024, 卷号: 24, 期号: 1
作者:  Guo, Yi;  Gao, Yuanhang;  Hu, Bingliang;  Qian, Xueming;  Liang, Dong
Adobe PDF(1987Kb)  |  收藏  |  浏览/下载：50/0  |  提交时间：2024/02/07
deep reinforcement learning  pixel-wise image processing  crossmodal image denoising  infrared image denoising  terahertz image denoising  
Compressive Reconstruction Based on Sparse Autoencoder Network Prior for Single-Pixel Imaging 期刊论文
PHOTONICS, 2023, 卷号: 10, 期号: 10
作者:  Zeng, Hong;  Dong, Jiawei;  Li, Qianxi;  Chen, Weining;  Dong, Sen;  Guo, Huinan;  Wang, Hao
Adobe PDF(7549Kb)  |  收藏  |  浏览/下载：55/0  |  提交时间：2023/12/05
sparse autoencoder network prior  single-photon counting compressive imaging  single-pixel imaging  multi-channel prior  numerical gradient descent  
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：93/2  |  提交时间：2023/02/13
Coherent imaging  imaging systems  technologies for computing  
Mixed noise removal based on Stokes residual noise removal for division of focal plane polarimetric images 期刊论文
Optics and Lasers in Engineering, 2022, 卷号: 159
作者:  Jiang, Tuochi;  Wen, Desheng;  Song, Zongxi;  Gao, Wei;  Liu, Gang
Adobe PDF(1897Kb)  |  收藏  |  浏览/下载：148/0  |  提交时间：2022/09/28
DoFP polarization imaging  Laplacian scale mixture  Mixed noise removal  
A Novel Reconstruction Algorithm with High Performance for Compressed Ultrafast Imaging 期刊论文
SENSORS, 2022, 卷号: 22, 期号: 19
作者:  Shen, Qian;  Tian, Jinshou;  Pei, Chengquan
Adobe PDF(4895Kb)  |  收藏  |  浏览/下载：87/0  |  提交时间：2022/10/28
compressed ultrafast photography  computational imaging  intelligent reconstruction algorithm  
Compressed fluorescence lifetime imaging via combined TV-based and deep priors 期刊论文
PLOS ONE, 2022, 卷号: 17, 期号: 8
作者:  Ji, Chao;  Wang, Xing;  He, Kai;  Xue, Yanhua;  Li, Yahui;  Xin, Liwei;  Zhao, Wei;  Tian, Jinshou;  Sheng, Liang
Adobe PDF(2591Kb)  |  收藏  |  浏览/下载：81/2  |  提交时间：2023/02/10
Optical Remote Sensing Image Denoising and Super-Resolution Reconstructing Using Optimized Generative Network in Wavelet Transform Domain 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 9
作者:  Feng, Xubin;  Zhang, Wuxia;  Su, Xiuqin;  Xu, Zhengpu
Adobe PDF(14071Kb)  |  收藏  |  浏览/下载：194/0  |  提交时间：2021/06/09
remote sensing  denoising  super-resolution  generative adversarial network (GAN)  residual network (ResNet)  densely connection network (DenseNet)  relativistic  wavelet transform (WT)  total variation (TV)  
Learning Non-Local Spatial Correlations to Restore Sparse 3D Single-Photon Data 期刊论文
IEEE Transactions on Image Processing, 2020, 卷号: 29, 页码: 3119-3131
作者:  Chen, Songmao;  Halimi, Abderrahim;  Ren, Ximing;  McCarthy, Aongus;  Su, Xiuqin;  McLaughlin, Stephen;  Buller, Gerald S.
Adobe PDF(8769Kb)  |  收藏  |  浏览/下载：247/3  |  提交时间：2020/03/10
Single photon  3D Lidar imaging  Poisson statistics  image restoration  ADMM  Laplacian regularization  graph,non-uniform sampling  multi-scale analysis  
Robust contrast-transfer-function phase retrieval via flexible deep learning networks 期刊论文
OPTICS LETTERS, 2019, 卷号: 44, 期号: 21, 页码: 5141-5144
作者:  Bai, Chen;  Zhou, Meiling;  Min, Junwei;  Dang, Shipei;  Yu, Xianghua;  Zhang, Peng;  Peng, Tong;  Yao, Baoli
Adobe PDF(2402Kb)  |  收藏  |  浏览/下载：225/2  |  提交时间：2019/11/26