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UTR: UNSUPERVISED LEARNING OF THICKNESS-INSENSITIVE REPRESENTATIONS FOR ELECTRON MICROSCOPE IMAGE 会议论文
, 美国阿拉斯加, 2021-10
作者:  Xin T(辛桐);  Chen BH(陈波昊);  Chen X(陈曦);  Han H(韩华)
Adobe PDF(2365Kb)  |  收藏  |  浏览/下载:203/36  |  提交时间:2022/06/14
Feature Descriptor  Unsupervised learning  Electron Microscopy  Image registration  FIB-SEM  
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:221/31  |  提交时间:2022/01/12
Neuron tracing  Electron microscopy  Deep learning  Convolutional LSTM  
Human attention-inspired volume reconstruction method on serial section electron microscopy images 期刊论文
CYTOMETRY PART A, 2021, 页码: 11
作者:  Zhou, Fangxu;  Shen, Lijun;  Chen, Bohao;  Chen, Xi;  Hua, Han
收藏  |  浏览/下载:205/0  |  提交时间:2021/04/27
3D volume reconstruction  electron microscopy image  image registration  
Virus Identification in Electron Microscopy Images by Residual Mixed Attention Network 期刊论文
Computer Methods and Programs in Biomedicine, 2021, 卷号: 198, 期号: 198, 页码: 105766
作者:  Xiao, Chi;  Chen, Xi;  Xie, Qiwei;  Li, Guoqing;  Xiao, Hao;  Song, Jingdong;  Han, Hua
Adobe PDF(2439Kb)  |  收藏  |  浏览/下载:305/67  |  提交时间:2020/10/24
Virus identification  viral morphology  transmission electron microscopy  deep learning  attention mechanism  
Dual Networks for High-Precision and High-Speed Registration of Brain Electron Microscopy Images 期刊论文
Brain Sciences, 2020, 卷号: 10, 期号: 2, 页码: 86
作者:  Shu, Chang;  Xin, Tong;  Zhou, Fangxu;  Chen, Xi;  Han, Hua
Adobe PDF(1388Kb)  |  收藏  |  浏览/下载:244/55  |  提交时间:2020/04/27
Computer Vision  Image Processing  Deep Learning  Image Registration  Electron Microscopy Image  Dual Network Architecture  Unsupervised Learning  
An Effective Encoder-Decoder Network for Neural Cell Bodies and Cell Nucleus Segmentation of EM Images 会议论文
, 德国柏林, 2019-7
作者:  Jiang Yi;  Xiao Chi;  Li Linlin;  Shen Lijun;  Chen Xi;  Han Hua
Adobe PDF(6217Kb)  |  收藏  |  浏览/下载:176/48  |  提交时间:2022/06/14
Encoder-Decoder  Electron Microscopy  Neural Cell Bodies  Cell Nucleus  Image Segmentation  
Deep Contextual Residual Network for Electron Microscopy Image Segmentation in Connectomics 会议论文
, 2018-4, 美国华盛顿
作者:  Xiao C(肖驰);  Liu J(刘静);  Chen X(陈曦);  Han H(韩华);  Shu C(舒畅);  Xie QW(谢启伟)
Adobe PDF(614Kb)  |  收藏  |  浏览/下载:309/126  |  提交时间:2019/05/10
Connectomics, Deep Learning, Image Segmentation, Electron Microscopy  
Large scale three-dimensional reconstruction of an entire &ITCaenorhabditis elegans&IT larva using AutoCUTS-SEM 期刊论文
JOURNAL OF STRUCTURAL BIOLOGY, 2017, 卷号: 200, 期号: 2, 页码: 87-96
作者:  Li, Xixia;  Ji, Gang;  Chen, Xi;  Ding, Wei;  Sun, Lei;  Xu, Wei;  Han, Hua;  Sun, Fei
Adobe PDF(1537Kb)  |  收藏  |  浏览/下载:409/161  |  提交时间:2018/10/10
Automation  Caenorhabditis Elegans  Scanning Electron Microscopy  3d Reconstruction  Volume Electron Microscopy  
Microscopic neural image registration based on the structure of mitochondria 会议论文
, Orlando Florida, 2017-02-10至2017-02-16
作者:  Cao HW(曹会文);  Han H(韩华);  Rao Q(饶强);  Xiao C(肖驰);  Chen X(陈曦);  Chen X(陈曦)
浏览  |  Adobe PDF(1065Kb)  |  收藏  |  浏览/下载:375/136  |  提交时间:2017/06/06
Neural Image Registration  Scanning Electron Microscopy (Sem)  Mitochondria Structure  Landmarks