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Interaction semantic segmentation network via progressive supervised learning 期刊论文
MACHINE VISION AND APPLICATIONS, 2024, 卷号: 35, 期号: 2
作者:  Zhao, Ruini;  Xie, Meilin;  Feng, Xubin;  Guo, Min;  Su, Xiuqin;  Zhang, Ping
Adobe PDF(2144Kb)  |  收藏  |  浏览/下载：37/0  |  提交时间：2024/03/15
Semantic segmentation  Boundary refinement  Progressive supervised learning  Information interaction  
Fast and Robust Restoration of Single Photon 3D Data Using Parameterized Kernel 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS, 2024, 卷号: 30, 期号: 1
作者:  Chen, Songmao;  Su, Xiuqin;  Zhang, Zhenyang;  Xu, Weihao;  Wang, Jie;  Hao, Wei
Adobe PDF(2435Kb)  |  收藏  |  浏览/下载：25/0  |  提交时间：2024/06/07
Photonics  Kernel  Three-dimensional displays  Histograms  Mathematical models  Imaging  Estimation  Single photon imaging  3D restoration  spatial correlation  sparse signal  noisy data  computational imaging  
Lensless Image Restoration Based on Multi-Stage Deep Neural Networks and Pix2pix Architecture 期刊论文
PHOTONICS, 2023, 卷号: 10, 期号: 11
作者:  Liu, Muyuan;  Su, Xiuqin;  Yao, Xiaopeng;  Hao, Wei;  Zhu, Wenhua
Adobe PDF(2437Kb)  |  收藏  |  浏览/下载：57/0  |  提交时间：2024/01/03
monocular depth estimation  pseudo-depth net  transformer  encoder-decoder  
Fast non-line-of-sight imaging based on product-convolution expansions 期刊论文
OPTICS LETTERS, 2022, 卷号: 47, 期号: 18, 页码: 4680-4683
作者:  Xu, Weihao;  Chen, Songmao;  Tian, Yuyuan;  Wang, Dingjie;  Su, Xiuqin
Adobe PDF(3237Kb)  |  收藏  |  浏览/下载：152/1  |  提交时间：2022/10/25
Learning a Fully Connected U-Net for Spectrum Reconstruction of Fourier Transform Imaging Spectrometers 期刊论文
Remote Sensing, 2022, 卷号: 14, 期号: 4
作者:  Chen, Tieqiao;  Su, Xiuqin;  Li, Haiwei;  Li, Siyuan;  Liu, Jia;  Zhang, Geng;  Feng, Xiangpeng;  Wang, Shuang;  Liu, Xuebin;  Wang, Yihao;  Zou, Chunbo
Adobe PDF(10978Kb)  |  收藏  |  浏览/下载：190/4  |  提交时间：2022/03/09
Fourier transform imaging spectrometers (FTISs)  spectrum reconstruction (SpecR)  deep learning  U-Net  fully connected U-Net (FCUN)  
Laser beam jitter control of the link in free space optical communication systems 期刊论文
Optics Express, 2021, 卷号: 29, 期号: 25, 页码: 41582-41599
作者:  Wang, Xuan;  Su, Xiuqin;  Liu, Guizhong;  Han, Junfeng;  Wang, Rui;  Wang, Kaidi
Adobe PDF(4202Kb)  |  收藏  |  浏览/下载：182/3  |  提交时间：2021/12/20
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：192/0  |  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)  
Non-blind image blur removal method based on a Bayesian hierarchical model with hyperparameter priors 期刊论文
OPTIK, 2020, 卷号: 204
作者:  Yang, Haoyuan;  Su, Xiuqin;  Wu, Jing;  Chen, Songmao
Adobe PDF(3208Kb)  |  收藏  |  浏览/下载：218/1  |  提交时间：2020/04/13
Image prior  Blur removal  Bayesian hierarchical model  Regularization  
Investigation of high-precision algorithm for the spot position detection for four-quadrant detector 期刊论文
OPTIK, 2020, 卷号: 203
作者:  Wang, Xuan;  Su, Xiuqin;  Liu, Guizhong;  Han, Junfeng;  Wang, Rui
Adobe PDF(1100Kb)  |  收藏  |  浏览/下载：147/2  |  提交时间：2020/07/20
Four-quadrant detector  Polynomial fitting  Gaussian spot  
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：245/3  |  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