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Knowledge Commons of Institute of Automation,CAS
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A prototype-based SPD matrix network for domain adaptation EEG emotion recognition
期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 期号: 1, 页码: 12
Authors:
Wang, Yixin
;
Qiu, Shuang
;
Ma, Xuelin
;
He, Huiguang
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View/Download:12/2
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Submit date:2021/01/06
EEG
Emotion recognition
Domain adaptation
SPD matrix
Riemannian manifold
Prototype learning
Associations between MSE and SSIM as cost functions in linear decomposition with application to bit allocation for sparse coding
期刊论文
NEUROCOMPUTING, 2021, 卷号: 422, 页码: 139-149
Authors:
Wang, Jianji
;
Chen, Pei
;
Zheng, Nanning
;
Chen, Badong
;
Principe, Jose C.
;
Wang, Fei-Yue
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  |  
View/Download:4/0
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Submit date:2021/01/06
Mean Square Error (MSE)
Structural Similarity (SSIM) index
Bit allocation
Sparse coding
Image contrast
Deep Pyramid Local Attention Neural Network for Cardiac Structure Segmentation in Two-dimensional Echocardiography
期刊论文
Medical Image Analysis, 2021, 期号: 67, 页码: 101873
Authors:
Fei Liu
;
Wang K(王坤)
;
Dan Liu
;
Xin Yang
;
Jie Tian
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Adobe PDF(3848Kb)
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View/Download:34/4
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Submit date:2020/11/02
2D echocardiography
Cardiac structure segmentation
Pyramid local attention
Label coherence learning
Efficient insertion strategy for precision assembly with uncertainties using a passive mechanism
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 期号: xx, 页码: xxxx
Authors:
Xing DP(邢登鹏)
;
Liu, Fangfang
;
Xu, De
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View/Download:20/2
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Submit date:2020/11/02
manipulation
Virus Identification in Electron Microscopy Images by Residual Mixed Attention Network
期刊论文
Computer Methods and Programs in Biomedicine, 2021, 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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Adobe PDF(2439Kb)
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View/Download:18/1
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Submit date:2020/10/24
Virus identification
viral morphology
transmission electron microscopy
deep learning
attention mechanism
CNN-G: convolutional neural network combined with graph for image segmentation with theoretical analysis
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:
Lu, Yi
;
Chen, Yaran
;
Zhao, Dongbin
;
Liu, Bao
;
Lai, Zhichao
;
Chen, Jianxin
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Adobe PDF(5636Kb)
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View/Download:28/0
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Submit date:2020/10/19
Graph neural network, image segmentation, self-attention, structure pattern learning.
MGRL: Graph neural network based inference in a Markov network with Reinforcement Learning for visual navigation
期刊论文
Neurocomputing, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:
Lu, Yi
;
Chen, Yaran
;
Zhao, Dongbin
;
Li, Dong
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Adobe PDF(976Kb)
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View/Download:26/0
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Submit date:2020/10/19
Visual navigation, graph neural network, Markov network, reinforcement learning, probabilistic graph model
NeuroAED: Towards Efficient Abnormal Event Detection in Visual Surveillance With Neuromorphic Vision Sensor
期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 页码: 923-936
Authors:
Chen, Guang
;
Liu, Peigen
;
Liu, Zhengfa
;
Tang, Huajin
;
Hong, Lin
;
Dong, Jinhu
;
Conradt, Jorg
;
Knoll, Alois
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View/Download:3/0
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Submit date:2021/01/07
Neuromorphics
Vision sensors
Event detection
Cameras
Feature extraction
Legged locomotion
Signal processing algorithms
Abnormal event detection
video surveillance
optical flow
event based descriptors
neuromorphic vision sensor
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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View/Download:0/0
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Submit date:2021/02/23
Performance evaluation
convolutional neural network (CNN)
biometrics
palmprint
palm vein
deep learning
Computational Intelligence in Remote Sensing Image Registration: A survey
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 1-17
Authors:
Yue Wu
;
Jun-Wei Liu
;
Chen-Zhuo Zhu
;
Zhuang-Fei Bai
;
Qi-Guang Miao
;
Wen-Ping Ma
;
Mao-Guo Gong
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Adobe PDF(995Kb)
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View/Download:0/0
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Submit date:2021/02/23
Computational intelligence
evolutionary computation
neural network
deep learning
remote sensing image registration