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Knowledge Commons of Institute of Automation,CAS
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Joint stroke classification and text line grouping in online handwritten documents with edge pooling attention networks
期刊论文
Pattern Recognition, 2021, 期号: 114, 页码: 107859
Authors:
Jun-Yu Ye
;
Yan-Ming Zhang
;
Qing Yang
;
Cheng-Lin Liu
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Submit date:2021/03/30
Online handwritten documents
Stroke classification
Text line grouping
Graph neural networks
Edge pooling attention networks
A Performance Evaluation of Classic Convolutional Neural Networks for 2D and 3D Palmprint and Palm Vein Recognition
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 18-44
Authors:
Wei Jia
;
Jian Gao
;
Wei Xia
;
Yang Zhao
;
Hai Min
;
Jing-Ting Lu
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Adobe PDF(2680Kb)
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Submit date:2021/02/23
Performance evaluation
convolutional neural network (CNN)
biometrics
palmprint
palm vein
deep learning
Virus Identification in Electron Microscopy Images by Residual Mixed Attention Network
期刊论文
Computer Methods and Programs in Biomedicine, 2021, 卷号: 198, 期号: 198, 页码: 105766
Authors:
Xiao, Chi
;
Chen, Xi
;
Xie, Qiwei
;
Li, Guoqing
;
Xiao, Hao
;
Song, Jingdong
;
Han, Hua
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View/Download:21/1
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Submit date:2020/10/24
Virus identification
viral morphology
transmission electron microscopy
deep learning
attention mechanism
Deep Pyramid Local Attention Neural Network for Cardiac Structure Segmentation in Two-dimensional Echocardiography
期刊论文
Medical Image Analysis, 2021, 卷号: 67, 期号: 67, 页码: 101873
Authors:
Fei Liu
;
Wang K(王坤)
;
Dan Liu
;
Xin Yang
;
Jie Tian
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Submit date:2020/11/02
2D echocardiography
Cardiac structure segmentation
Pyramid local attention
Label coherence learning
Residual-driven Fuzzy
C
-Means Clustering for Image Segmentation
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 876-889
Authors:
Cong Wang
;
Witold Pedrycz
;
ZhiWu Li
;
MengChu Zhou
Adobe PDF(7675Kb)
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Submit date:2021/04/09
Fuzzy
C
-Means
image segmentation
mixed or unknown noise
residual-driven
weighted regularization
ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
Authors:
Xiurui Hou
;
Kai Wang
;
Cheng Zhong
;
Zhi Wei
Adobe PDF(18247Kb)
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Submit date:2021/04/09
Graph convolution network
long-short term memory network
stock market forecasting
variational autoencoder (VAE)
Ground-0 Axioms vs. First Principles and Second Law: From the Geometry of Light and Logic of Photon to Mind-Light-Matter Unity-AI&QI
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 534-553
Authors:
Wen-Ran Zhang
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Submit date:2021/04/09
Analytical quantum computing
bipolar fuzzy sets
bipolar quantum agents
business intelligence
cognitive neuroscience
dynamic equilibrium
Einstein-Bohr debate
information conservational computing/cryptography
computational psychiatry, international relations
logically definable causality
quantum intelligence
quantum-neuro-fuzzy AI, human level AI&QI
quantum superposition/entanglement
white-box brain model
A Risk-Averse Remaining Useful Life Estimation for Predictive Maintenance
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 412-422
Authors:
Chuang Chen
;
Ningyun Lu
;
Bin Jiang
;
Cunsong Wang
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Submit date:2021/04/09
Long short-term memory (LSTM) network
predictive maintenance
remaining useful life (RUL) estimation
risk-averse adaptation
support vector regression (SVR)
复杂环境下的图像目标检测与可视化
学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:
潘兴甲
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Submit date:2020/12/15
目标检测
动态修正
旋转卷积
密集排列
自监督
大尺度目标
图像可视化
基于图神经网络的视觉图表达方法
学位论文
, 中国科学院自动化所: 中国科学院大学, 2020
Authors:
卢毅
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Submit date:2020/12/30
图神经网络,图表达,图像分类,语义分割,视觉导航,概率图,深度 强化学习