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基于光源邻域信息的激发荧光断层重建算法研究
学位论文
, 中国科学院大学: 中国科学院大学, 2020
Authors:
孟慧
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Submit date:2020/05/28
光学分子影像
激发荧光断层成像
非局部全变分正则先验
自适应高 斯权重拉普拉斯正则先验
k 近邻局部连接网络
The improved reconstruction of fluorescence molecular tomography via regularized doubly orthogonal matching pursuit method
会议论文
, Houston, USA, 2020-2-16
Authors:
Lingxin Kong
;
Yu An
;
Yang Du
;
Jie Tian
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View/Download:135/19
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Submit date:2020/06/15
Reconstruction for Fluorescence Molecular Tomography via Adaptive Group Orthogonal Matching Pursuit
期刊论文
IEEE Transactions on Biomedical Engineering, 2020, 卷号: 67, 期号: 10.1109/TBME.2019.2963815, 页码: 1-12
Authors:
Kong, Lingxin
;
An, Yu
;
Liang, Qian
;
Yin, Lin
;
Du, Yang
;
Tian, Jie
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Submit date:2020/06/03
adaptive group orthogonal matching pursuit
fluorescence molecular tomography
local spatial structured sparsity regularization
inverse problem
EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 32, 期号: 0, 页码: 0
Authors:
Ruan, Xiaofeng
;
Liu, Yufan
;
Yuan, Chunfeng
;
Li, Bing
;
Hu, Weiming
;
Li, Yangxi
;
Maybank, Stephen
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Submit date:2021/06/17
Data-driven
low-rank decomposition
model compression and acceleration
structured pruning
基于卷积神经网络的激发荧光断层成像重建算法研究
学位论文
工学硕士学位, 中科科学院大学: 中国科学院大学, 2019
Authors:
黄超
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Submit date:2019/06/20
激发荧光断层重建, 深度学习, 神经网络, 前向问题, 逆向问题
Reconstruction of Fluorescence Molecular Tomography via a Fused LASSO Method Based on Group Sparsity Prior
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2019, 卷号: 66, 期号: 5, 页码: 1361-1371
Authors:
Jiang, Shixin
;
Liu, Jie
;
Zhang, Guanglei
;
An, Yu
;
Meng, Hui
;
Gao, Yuan
;
Wang, Kun
;
Tian, Jie
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Submit date:2019/07/11
Fluorescence molecular tomography
image reconstruction
fused LASSO method
group sparsity
Fast and Robust Reconstruction Method for Fluorescence Molecular Tomography based on Deep Neural Network
会议论文
, The Moscone Center, San Francisco, California, USA, 2019-02-02
Authors:
Huang C(黄超)
;
Meng Hui
;
Yuan Gao
;
Shixin Jiang
;
Kun Wang
;
Jie Tian
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Submit date:2019/04/29
Fluorescence Molecular Tomography, Ill-poseness, Deep Convolution Neural Network, Reconstruction.
Morphological Reconstruction of Fluorescence Molecular Tomography Based on Nonlocal Total Variation Regularization for Tracer Distribution in Glioma
会议论文
, San Francisco, USA, 2019.2.1-2019.2.6
Authors:
Meng, Hui
;
Gao, Yuan
;
Wang, Kun
;
Tian, Jie
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Submit date:2020/04/29
Fluorescence Molecular Tomography
Nonlocal Total Variation
Morphological Reconstruction
精密零件视觉外观检测方法研究
学位论文
, 北京: 中国科学院研究生院, 2018
Authors:
孙佳
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Submit date:2018/05/31
摄像机标定
表面瑕疵检测
自动检测系统
卷积神经网络
零件测量
Towards Robust and Accurate Multi-View and Partially-Occluded Face Alignment
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 4, 页码: 987-1001
Authors:
Xing, Junliang
;
Niu, Zhiheng
;
Huang, Junshi
;
Hu, Weiming
;
Zhou, Xi
;
Yan, Shuicheng
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Submit date:2018/01/04
Face Alignment
Dictionary Learning
Sparse Representation
Appearance-shape Modeling