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基于深度学习的微观脑连接图谱重建方法研究 学位论文
, 北京: 中国科学院大学, 2019
Authors:  肖驰
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微观脑连接图谱  电子显微图像  卷积神经网络  深度学习  图像分割  
Automatic Mitochondria Segmentation for EM Data Using a 3D Supervised Convolutional Network 期刊论文
FRONTIERS IN NEUROANATOMY, 2018, 期号: 12, 页码: 92
Authors:  Xiao, Chi;  Chen, Xi;  Li, Weifu;  Li, Linlin;  Wang, Lu;  Xie, Qiwei;  Han, Hua
View  |  Adobe PDF(3873Kb)  |  Favorite  |  View/Download:30/2  |  Submit date:2019/01/08
electron microscope  deep learning  volumetric mitochondria segmentation  mitochondria morphology  neuroinformatics  
基于深度学习的电镜图像超分辨率技术研究与应用 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  杨茂柯
Adobe PDF(14435Kb)  |  Favorite  |  View/Download:126/1  |  Submit date:2018/07/03
扫描电镜  深度学习  图像超分辨率重建  
An effective fully deep convolutional neural network for mitochondria segmentation based on ATUM-SEM 会议论文
, 美国休斯敦, 2018-2
Authors:  Xiao C(肖驰);  Li WF(李伟夫);  Chen X(陈曦);  Han H(韩华);  Xie QW(谢启伟)
View  |  Adobe PDF(1314Kb)  |  Favorite  |  View/Download:28/9  |  Submit date:2019/05/10
Electron Microscope, Deep learning, Mitochondria segmentation  
An unsupervised network for fast microscopic image registration 会议论文
, Houston, Texas, United States, 10-15 FEBRUARY, 2018
Authors:  Shu, Chang;  Chen, Xi;  Xie, Qiwei;  Han, Hua
View  |  Adobe PDF(1167Kb)  |  Favorite  |  View/Download:45/11  |  Submit date:2018/10/08
Morphology-Retained Non-Linear Image Registration of Serial Electron Microscopy Sections 会议论文
, Athens, Greece, 7-10 Oct. 2018
Authors:  Chen, Xi;  Xie, Qiwei;  Shen, Lijun;  Han, Hua
View  |  Adobe PDF(530Kb)  |  Favorite  |  View/Download:60/24  |  Submit date:2018/10/08
Effective automated pipeline for 3D reconstruction of synapses based on deep learning 期刊论文
BMC Bioinformatics, 2018, 卷号: 19, 期号: 1, 页码: 263
Authors:  Xiao, Chi;  Li, Weifu;  Deng, Hao;  Chen, Xi;  Yang, Yang;  Xie, QiWei;  Han, Hua
View  |  Adobe PDF(7961Kb)  |  Favorite  |  View/Download:17/4  |  Submit date:2019/05/06
Electron Microscope, Synapse Detection, Deep Learning, Synapse Segmentation, 3d Reconstruction Of Synapses  
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
Authors:  Li, Xixia;  Ji, Gang;  Chen, Xi;  Ding, Wei;  Sun, Lei;  Xu, Wei;  Han, Hua;  Sun, Fei
View  |  Adobe PDF(1537Kb)  |  Favorite  |  View/Download:60/18  |  Submit date:2018/10/10
Automation  Caenorhabditis Elegans  Scanning Electron Microscopy  3d Reconstruction  Volume Electron Microscopy  
GAN based Sample Simulation for SEM-Image Super Resolution 会议论文
, Tianjin, China, 2017-10-12
Authors:  Yang MK(杨茂柯);  Li Guoqing(李国庆);  Shu Chang(舒畅);  Pan Zhao(赵盼);  Hua Han(韩华)
View  |  Adobe PDF(4248Kb)  |  Favorite  |  View/Download:103/29  |  Submit date:2018/07/03
Image Super Resolution  Generative Adversarial Network  Scanning Electric 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
Authors:  Li, Weifu;  Deng, Hao;  Rao, Qiang;  Xie, Qiwei;  Chen, Xi;  Han, Hua
View  |  Adobe PDF(1028Kb)  |  Favorite  |  View/Download:62/11  |  Submit date:2017/09/12
Atum-sem  Membrane Enhancement  Mitochondria  Group-similarity