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A robust transformer-based pipeline of 3D cell alignment, denoise and instance segmentation on electron microscopy sequence images 期刊论文
Journal of Plant Physiology, 2024, 页码: 154236
作者:  Jiazheng, Liu;  Yafeng, Zheng;  Limei, Lin;  Jingyue, Guo;  Yanan, Lv;  Jingbin, Yuan;  Hao, Zhai;  Xi, Chen;  Lijun, Shen;  LinLin, Li;  Shunong, Bai;  Hua, Han
Adobe PDF(15549Kb)  |  收藏  |  浏览/下载：5/1  |  提交时间：2024/06/11
Visual Tracking With Motion Distortion Removal for Nanomanipulation Inside SEM 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 12
作者:  Fu, Xiang;  Yang, Yuting;  Sun, Zhenhuan;  Su, Hu;  Li, Youfu;  Li, Teng;  Liu, Song
收藏  |  浏览/下载：86/0  |  提交时间：2023/12/21
Dynamic visual tracking  motion distortion removal  nanomanipulation  scanning electron microscope (SEM) image denoising  
Deep Learning for Unsupervised Anomaly Localization in Industrial Images: A Survey 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 21
作者:  Tao, Xian;  Gong, Xinyi;  Zhang, Xin;  Yan, Shaohua;  Adak, Chandranath
Adobe PDF(7056Kb)  |  收藏  |  浏览/下载：249/0  |  提交时间：2022/09/19
Anomaly localization (AL)  deep learning  industrial inspection  literature survey  unsupervised learning  
Denoising of scanning electron microscope images for biological ultrastructure enhancement 期刊论文
JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, 2022, 卷号: 20, 期号: 03, 页码: 21
作者:  Chang, Sheng;  Shen, Lijun;  Li, Linlin;  Chen, Xi;  Han, Hua
Adobe PDF(4726Kb)  |  收藏  |  浏览/下载：299/41  |  提交时间：2022/09/19
SEM  noise model  denoising  variance stabilization transformation  two-stage multi-loss  deep learning  
An effective AI integrated system for neuron tracing on anisotropic electron microscopy volume 期刊论文
Biomedical Signal Processing and Control, 2021, 卷号: 69, 期号: 无, 页码: 102829
作者:  Liu, Jing;  Hong, Bei;  Chen, Xi;  Xie, Qiwei;  Tang, Yuanyan;  Han, Hua
Adobe PDF(14559Kb)  |  收藏  |  浏览/下载：249/36  |  提交时间：2022/01/12
Neuron tracing  Electron microscopy  Deep learning  Convolutional LSTM  
A Novel Automatic Classification System Based on Hybrid Unsupervised and Supervised Machine Learning for Electrospun Nanofibers 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 64-76
作者:  Cosimo Ieracitano;  Annunziata Paviglianiti;  Maurizio Campolo;  Amir Hussain;  Eros Pasero;  Francesco Carlo Morabito
Adobe PDF(5488Kb)  |  收藏  |  浏览/下载：230/54  |  提交时间：2021/04/09
Anomaly detection  autoencoder (AE)  electrospinning  machine learning  material informatics  nanomaterials  
A Fast Surface Defect Detection Method Based on Background Reconstruction 期刊论文
INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, 2019, 卷号: 21, 期号: 3, 页码: 363-375
作者:  Lv, Chengkan;  Zhang, Zhengtao;  Shen, Fei;  Zhang, Feng;  Su, Hu
Adobe PDF(2471Kb)  |  收藏  |  浏览/下载：359/50  |  提交时间：2020/03/30
Defect detection  Unsupervised learning  Background reconstruction  
Automated Axis Alignment for a Nanomanipulator inside SEM and Its Error Optimization 期刊论文
SCANNING, 2017, 期号: 2017, 页码: 8
作者:  Zhou, Chao;  Deng, Lu;  Cheng, Long;  Cao, Zhiqiang;  Wang, Shuo;  Tan, Min
浏览  |  Adobe PDF(1999Kb)  |  收藏  |  浏览/下载：337/99  |  提交时间：2017/09/12
Multiwalled Carbon Nanotubes  Nanostructures  Nanorobotic Manipulation  System  Electron-microscope  
An automated pipeline for mitochondrial segmentation on ATUM-SEM stacks 期刊论文
JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, 2017, 卷号: 15, 期号: 3, 页码: 1750015
作者:  Li, Weifu;  Deng, Hao;  Rao, Qiang;  Xie, Qiwei;  Chen, Xi;  Han, Hua
浏览  |  Adobe PDF(1028Kb)  |  收藏  |  浏览/下载：372/135  |  提交时间：2017/09/12
Atum-sem  Membrane Enhancement  Mitochondria  Group-similarity  
A Closed-Loop Controlled Nanomanipulation System for Probing Nanostructures Inside Scanning Electron Microscopes 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2016, 卷号: 21, 期号: 3, 页码: 1233-1241
作者:  Zhou, Chao;  Gong, Zheng;  Chen, Brandon K.;  Cao, Zhiqiang;  Yu, Junzhi;  Ru, Changhai;  Tan, Min;  Xie, Shaorong;  Sun, Yu;  Yu, Sun
浏览  |  Adobe PDF(3510Kb)  |  收藏  |  浏览/下载：534/183  |  提交时间：2016/10/19
Nanopositioning  Nanomanipulation  Probing Nanostructures