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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 brain labeling via multi-atlas guided fully convolutional networks 期刊论文
Medical Image Analysis, 2019, 期号: 52, 页码: 157-168
Authors:  Longwei Fang;  Lichi Zhang;  Dong Nie;  Xiaohuan Cao;  Islem Rekik;  Seong-Whan Lee;  Huiguang He;  Dingguang Shen
View  |  Adobe PDF(2952Kb)  |  Favorite  |  View/Download:55/22  |  Submit date:2019/05/05
Brain Image Labeling, Multi-atlas-based Method, Fully Convolutional Network, Patch-based Labeling  
3D Shape Reconstruction of Lumbar Vertebra from Two X-ray Images and a CT Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2019, 期号: 10, 页码: 1-10
Authors:  Fang, Longwei;  Wang, Zuowei;  Chen, Zhiqiang;  Jian, Fengzeng;  Li, Shuo;  He, Huiguang
View  |  Adobe PDF(5609Kb)  |  Favorite  |  View/Download:28/5  |  Submit date:2019/07/01
3d Reconstruction  Vertebra Model  X-ray Image  2d/3d Registration  2d/2d Registration  
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:70/5  |  Submit date:2019/01/08
electron microscope  deep learning  volumetric mitochondria segmentation  mitochondria morphology  neuroinformatics  
View Decomposition and Adversarial for Semantic Segmentation 会议论文
, Nanjing, August, 28-31, 2018
Authors:  He Guan;  Zhaoxiang Zhang
View  |  Adobe PDF(872Kb)  |  Favorite  |  View/Download:93/29  |  Submit date:2018/08/27
View Decomposition  Adversarial  Semantic Segmentation  
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:43/16  |  Submit date:2019/05/10
Electron Microscope, Deep learning, Mitochondria segmentation  
A Refined Spatial Transformer Network 会议论文
, Siem Reap, Cambodia, 13-16 December, 2018
Authors:  Shu, Chang;  Chen, Xi;  Yu, Chong;  Han, Hua
View  |  Adobe PDF(1085Kb)  |  Favorite  |  View/Download:121/79  |  Submit date:2018/10/09
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:29/8  |  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:83/26  |  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:129/39  |  Submit date:2018/07/03
Image Super Resolution  Generative Adversarial Network  Scanning Electric Microscope