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Improved Denoising of Cryo-Electron Microscopy Micrographs with Simulation-Aware Pretraining 期刊论文
JOURNAL OF COMPUTATIONAL BIOLOGY, 2024, 页码: 12
作者:  Yang, Zhidong;  Li, Hongjia;  Zang, Dawei;  Han, Renmin;  Zhang, Fa
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
cryo-EM  image denoising  noise simulation and deep learning  
Self-supervised noise modeling and sparsity guided electron tomography volumetric image denoising 期刊论文
ULTRAMICROSCOPY, 2024, 卷号: 255, 页码: 11
作者:  Yang, Zhidong;  Zang, Dawei;  Li, Hongjia;  Zhang, Zhao;  Zhang, Fa;  Han, Renmin
收藏  |  浏览/下载:11/0  |  提交时间:2024/05/20
Electron tomography  Image denoising  Self-supervised learning  
DiamondNet: A Neural-Network-Based Heterogeneous Sensor Attentive Fusion for Human Activity Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 11
作者:  Zhu, Yida;  Luo, Haiyong;  Chen, Runze;  Zhao, Fang
收藏  |  浏览/下载:15/0  |  提交时间:2023/12/04
Convolutional denoising autoencoders (CDAEs)  global-attention mechanism  graph convolutional networks  human activity recognition (HAR)  multisensor modality  self-attention mechanism  
Image Denoising Based on GAN with Optimization Algorithm 期刊论文
ELECTRONICS, 2022, 卷号: 11, 期号: 15, 页码: 12
作者:  Zhu, Min-Ling;  Zhao, Liang-Liang;  Xiao, Li
收藏  |  浏览/下载:36/0  |  提交时间:2022/12/07
image denoising  GAN  optimization algorithm  autoencoder  ResNet  
Predicting the Noise Covariance With a Multitask Learning Model for Kalman Filter-Based GNSS/INS Integrated Navigation 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 页码: 13
作者:  Wu, Fan;  Luo, Haiyong;  Jia, Hongwei;  Zhao, Fang;  Xiao, Yimin;  Gao, Xile
收藏  |  浏览/下载:45/0  |  提交时间:2021/12/01
Adaptive integrated navigation  deep learning  denoising autoencoder (DAE)  Kalman filter (KF)  measurement noise  process noise  
Two-stream deep sparse network for accurate and efficient image restoration 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2020, 卷号: 200, 页码: 11
作者:  Wang, Shuhui;  Hu, Ling;  Li, Liang;  Zhang, Weigang;  Huang, Qingming
收藏  |  浏览/下载:303/0  |  提交时间:2020/12/10
Two-stream sparse network  Image restoration  Image super-resolution  Image denoising  
Robust spike-and-slab deep Boltzmann machines for face denoising 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2020, 卷号: 32, 期号: 7, 页码: 2815-2827
作者:  Zhang, Nan;  Ding, Shifei;  Zhang, Jian;  Zhao, Xingyu
收藏  |  浏览/下载:71/0  |  提交时间:2020/12/10
Restricted Boltzmann machine  Deep Boltzmann machine  Unsupervised learning  Denoising  
A Human Activity Recognition Algorithm Based on Stacking Denoising Autoencoder and LightGBM 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 4, 页码: 20
作者:  Gao, Xile;  Luo, Haiyong;  Wang, Qu;  Zhao, Fang;  Ye, Langlang;  Zhang, Yuexia
收藏  |  浏览/下载:80/0  |  提交时间:2019/08/16
human activity recognition  indoor positioning  deep learning  Stacking Denoising Autoencoder  LightGBM  
Spatial-Spectral Total Variation Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 10, 页码: 6196-6213
作者:  Fan, Haiyan;  Li, Chang;  Guo, Yulan;  Kuang, Gangyao;  Ma, Jiayi
收藏  |  浏览/下载:74/0  |  提交时间:2019/12/10
Hyperspectral image (HSI) denoising  low-rank tensor factorization (LRTF)  spatial-spectral total variation (SSTV)  
Multi-feature fusion deep networks 期刊论文
NEUROCOMPUTING, 2016, 卷号: 218, 页码: 164-171
作者:  Ma, Gang;  Yang, Xi;  Zhang, Bo;  Shi, Zhongzhi
收藏  |  浏览/下载:47/0  |  提交时间:2019/12/13
Deep networks  Denoising autoencoder  Interpretability  Discriminativeness