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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:82/5  |  Submit date:2019/01/08
electron microscope  deep learning  volumetric mitochondria segmentation  mitochondria morphology  neuroinformatics  
Object Categorization Using Class-Specific Representations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 9, 页码: 4528-4534
Authors:  Zhang, Chunjie;  Cheng, Jian;  Li, Liang;  Li, Changsheng;  Tian, Qi
View  |  Adobe PDF(1061Kb)  |  Favorite  |  View/Download:5186/96  |  Submit date:2017/09/24
Class-specific Representation  Image Classification  Object Categorization  Visual Representation  
Structured Weak Semantic Space Construction for Visual Categorization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 8, 页码: 3442-3451
Authors:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
View  |  Adobe PDF(1950Kb)  |  Favorite  |  View/Download:110/39  |  Submit date:2017/09/14
Exemplar classifier training  image classification  structure learning  visual categorization  weak semantic space  
Image Class Prediction by Joint Object, Context, and Background Modeling 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018, 卷号: 28, 期号: 2, 页码: 428-438
Authors:  Zhang, Chunjie;  Zhu, Guibo;  Liang, Chao;  Zhang, Yifan;  Huang, Qingming;  Tian, Qi
View  |  Adobe PDF(2826Kb)  |  Favorite  |  View/Download:132/50  |  Submit date:2017/09/14
Background Modeling  Context Modeling  Image Class Prediction  Object Modeling  
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:47/11  |  Submit date:2019/05/06
Electron Microscope, Synapse Detection, Deep Learning, Synapse Segmentation, 3d Reconstruction Of Synapses  
An automated pipeline for bouton, spine, and synapse detection of in vivo two-photon images 期刊论文
BIODATA MINING, 2017, 卷号: 10, 期号: 10, 页码: 40
Authors:  Xie, Qiwei;  Chen, Xi;  Deng, Hao;  Liu, Danqian;  Sun, Yingyu;  Zhou, Xiaojuan;  Yang, Yang;  Han, Hua
View  |  Adobe PDF(3659Kb)  |  Favorite  |  View/Download:70/5  |  Submit date:2018/10/09
In Vivo Two-photon imagIng  Synapse  Bouton  Spine  Image Enhancement  
Contextual Exemplar Classifier-Based Image Representation for Classification 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 卷号: 27, 期号: 8, 页码: 1691-1699
Authors:  Zhang, Chunjie;  Huang, Qingming;  Tian, Qi
View  |  Adobe PDF(1939Kb)  |  Favorite  |  View/Download:127/37  |  Submit date:2017/09/14
Computer Vision  Image Processing  Pattern Classification  
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:167/88  |  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:137/39  |  Submit date:2017/06/06
Neural Image Registration  Scanning Electron Microscopy (Sem)  Mitochondria Structure  Landmarks