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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：59/0  |  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：30/0  |  提交时间：2024/02/07
deep reinforcement learning  pixel-wise image processing  crossmodal image denoising  infrared image denoising  terahertz image denoising  
Biomedical Image Segmentation Using Denoising Diffusion Probabilistic Models: A Comprehensive Review and Analysis 期刊论文
APPLIED SCIENCES-BASEL, 2024, 卷号: 14, 期号: 2
作者:  Liu, Zengxin;  Ma, Caiwen;  She, Wenji;  Xie, Meilin
Adobe PDF(1424Kb)  |  收藏  |  浏览/下载：26/1  |  提交时间：2024/03/04
biomedical image segmentation  Denoising Diffusion Probabilistic Models  probabilistic generative model  
Deep neural network: As the novel pipelines in multiple preprocessing for Raman spectroscopy 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2023, 卷号: 302
作者:  Gao, Chi;  Zhao, Peng;  Fan, Qi;  Jing, Haonan;  Dang, Ruochen;  Sun, Weifeng;  Feng, Yutao;  Hu, Bingliang;  Wang, Quan
Adobe PDF(2962Kb)  |  收藏  |  浏览/下载：70/0  |  提交时间：2023/09/25
Raman spectroscopy  Deep learning  Baseline correction  Spectroscopy denoising  
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：168/0  |  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)  
Compressed Blind Deconvolution and Denoising for Complementary Beam Subtraction Light-Sheet Fluorescence Microscopy 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2019, 卷号: 66, 期号: 10, 页码: 2979-2989
作者:  Bai, Chen;  Liu, Chao;  Jia, Hao;  Peng, Tong;  Min, Junwei;  Lei, Ming;  Yu, Xianghua;  Yao, Baoli
Adobe PDF(4394Kb)  |  收藏  |  浏览/下载：240/1  |  提交时间：2019/10/11
Light-sheet fluorescence microscopy  blind image deconvolution  denoising  compressed sensing  
Single Space Object Image Denoising and Super-Resolution Reconstructing Using Deep Convolutional Networks 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 16
作者:  Feng, Xubin;  Su, Xiuqin;  Shen, Junge;  Jin, Humin
Adobe PDF(1556Kb)  |  收藏  |  浏览/下载：230/0  |  提交时间：2019/09/27
space object  cosmic-ray  denoising  super-resolution  CNN  residual learning  
Two-Stage Learning to Predict Human Eye Fixations via SDAEs 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 2, 页码: 487-498
作者:  Han, Junwei;  Zhang, Dingwen;  Wen, Shifeng;  Guo, Lei;  Liu, Tianming;  Li, Xuelong;  Han, JW
Adobe PDF(1649Kb)  |  收藏  |  浏览/下载：239/2  |  提交时间：2016/03/18
Deep Networks  Eye Fixation Prediction  Saliency Detection  Stacked Denoising Autoencoders ( Sdaes)  
Mining Spatial-Temporal Patterns and Structural Sparsity for Human Motion Data Denoising 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 12, 页码: 2693-2706
作者:  Feng, Yinfu;  Ji, Mingming;  Xiao, Jun;  Yang, Xiaosong;  Zhang, Jian J.;  Zhuang, Yueting;  Li, Xuelong
Adobe PDF(2074Kb)  |  收藏  |  浏览/下载：204/0  |  提交时间：2015/12/25
Human Motion Denoising  Microsoft Kinect  l(2  Motion Capture Data  p)-norm  Robust Dictionary Learning  Robust Structured Sparse Coding  
Spectral-Spatial Kernel Regularized for Hyperspectral Image Denoising 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2015, 卷号: 53, 期号: 7, 页码: 3815-3832
作者:  Yuan, Yuan;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(5793Kb)  |  收藏  |  浏览/下载：246/4  |  提交时间：2015/07/15
Adaptive Kernel  Hyperspectral Image (Hsi) Denoising  Nonlocal Means (Nlm)  Spectral-spatial Kernel Regularization