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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:74/16  |  Submit date:2017/09/12
Atum-sem  Membrane Enhancement  Mitochondria  Group-similarity  
基于深度学习的神经组织微观结构重建算法研究 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  饶强
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神经组织微观结构重建  机器学习  深度卷积神经网络  形状群相似active Contour  Kcf  
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:155/84  |  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)
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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)
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Scanning Electron Microscope, Deep Learning, 3d Reconstruction Of Synapses  
Automatically Segmenting and Reconstructing Neurons in SEM images 会议论文
ICMA2016 proceedings, 中国 哈尔滨, 2016-8
Authors:  Rao Q(饶强);  Han H(韩华);  Li WF(李伟夫);  Shen LJ(沈丽君);  Chen X(陈曦);  Xie QW(谢启伟)
View  |  Adobe PDF(1700Kb)  |  Favorite  |  View/Download:104/27  |  Submit date:2017/06/06
Neuronal Networks Reconstruction  Deep Convolutional Neural Network  Watershed  Neuronal Boundary Detection  Drosophila Mushroom Body.