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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  
A fast forward 3D connection algorithm for mitochondria and synapse segmentations from serial EM images 期刊论文
BIODATA MINING, 2018, 卷号: 11, 页码: 15
Authors:  Li, Weifu;  Liu, Jing;  Xiao, Chi;  Deng, Hao;  Xie, Qiwei;  Han, Hua
Favorite  |  View/Download:27/0  |  Submit date:2019/01/08
3D connection  EM images  Bwconncomp  Mitochondria  Synapse  
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:34/2  |  Submit date:2019/01/08
electron microscope  deep learning  volumetric mitochondria segmentation  mitochondria morphology  neuroinformatics  
Deep Contextual Residual Network for Electron Microscopy Image Segmentation in Connectomics 会议论文
, 2018-4, 美国华盛顿
Authors:  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)
View  |  Adobe PDF(614Kb)  |  Favorite  |  View/Download:36/9  |  Submit date:2019/05/10
Connectomics, Deep Learning, Image Segmentation, Electron Microscopy  
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:31/10  |  Submit date:2019/05/10
Electron Microscope, Deep learning, Mitochondria segmentation  
Non-iterative simultaneous rigid registration method for serial sections of biological tissue 会议论文
, Washington, DC, USA, 4-7 April 2018
Authors:  Shu, Chang;  Chen, Xi;  Xie, Qiwei;  Xiao, Chi;  Han, Hua
View  |  Adobe PDF(353Kb)  |  Favorite  |  View/Download:53/13  |  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:20/4  |  Submit date:2019/05/06
Electron Microscope, Synapse Detection, Deep Learning, Synapse Segmentation, 3d Reconstruction Of Synapses  
Deep Learning and Shapes Similarity for Joint Segmentation and Tracing single Neurons in SEM images 会议论文
, 美国 奥兰多, 2017-2-10
Authors:  Rao Q(饶强);  Xiao C(肖驰);  Han H(韩华);  Shen LJ(沈丽君);  Chen X(陈曦);  Xie QW(谢启伟)
View  |  Adobe PDF(1219Kb)  |  Favorite  |  View/Download:142/77  |  Submit date:2017/06/06
Deep Convolutional Neural Network  Active Contour  Neuron Reconstruction  Membrane Detection Probability Map  Neuron Tracing  
Microscopic neural image registration based on the structure of mitochondria 会议论文
, Orlando Florida, 2017-02-10至2017-02-16
Authors:  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)
View  |  Adobe PDF(1065Kb)  |  Favorite  |  View/Download:116/36  |  Submit date:2017/06/06
Neural Image Registration  Scanning Electron Microscopy (Sem)  Mitochondria Structure  Landmarks  
3D reconstruction of synapses with deep learning based on EM Images 会议论文
, 美国奥兰多, 2017-2
Authors:  Xiao C(肖驰);  Rao Q(饶强);  Zhang DD(张丹丹);  Chen X(陈曦);  Han H(韩华);  Xie QW(谢启伟)
View  |  Adobe PDF(1006Kb)  |  Favorite  |  View/Download:18/2  |  Submit date:2019/05/10
Scanning Electron Microscope, Deep Learning, 3d Reconstruction Of Synapses