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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  
Image Fusion Based on Kernel Estimation and Data Envelopment Analysis 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2019, 卷号: 18, 期号: 2, 页码: 487-515
Authors:  Xie, Qiwei;  Chen, Xi;  Li, Lin;  Rao, Kaifeng;  Tao, Luo;  Ma, Chao
Favorite  |  View/Download:11/0  |  Submit date:2019/07/12
Data envelopment analysis  image fusion  mutual information  
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:47/0  |  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
Adobe PDF(3873Kb)  |  Favorite  |  View/Download:72/5  |  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)
Adobe PDF(614Kb)  |  Favorite  |  View/Download:65/22  |  Submit date:2019/05/10
Connectomics, Deep Learning, Image Segmentation, Electron Microscopy  
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)
Adobe PDF(1006Kb)  |  Favorite  |  View/Download:38/5  |  Submit date:2019/05/10
Scanning Electron Microscope, Deep Learning, 3d Reconstruction Of Synapses