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Knowledge Commons of Institute of Automation,CAS
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KM4: Visual reasoning via Knowledge EmbeddingMemoryModel with MutualModulation
期刊论文
INFORMATION FUSION, 2021, 卷号: 67, 页码: 14-28
Authors:
Zheng, Wenbo
;
Yan, Lan
;
Gou, Chao
;
Wang, Fei-Yue
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View/Download:3/0
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Submit date:2021/03/01
Visual reasoning
Knowledge-based representation learning
Memory network
Knowledge embedding
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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Adobe PDF(2166Kb)
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View/Download:16/3
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Submit date:2021/01/06
EEG
Emotion recognition
Domain adaptation
SPD matrix
Riemannian manifold
Prototype learning
Consistent scale normalization for object perception
期刊论文
APPLIED INTELLIGENCE, 2021, 页码: 13
Authors:
He, Zewen
;
Huang, He
;
Wu, Yudong
;
Yang, Xuebing
;
Zhang, Wensheng
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View/Download:3/0
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Submit date:2021/03/01
Object detection
Scale variation
Scale normalization
Feature Pyramid Network (FPN)
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:31/1
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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:31/2
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Submit date:2020/10/19
Visual navigation, graph neural network, Markov network, reinforcement learning, probabilistic graph model
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:3/2
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Submit date:2021/02/23
Computational intelligence
evolutionary computation
neural network
deep learning
remote sensing image registration
Hybrid Approach to Document Anomaly Detection: An Application to Facilitate RPA in Title Insurance
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 55-72
Authors:
Abhijit Guha
;
Debabrata Samanta
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Adobe PDF(1485Kb)
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View/Download:2/1
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Submit date:2021/02/23
Anomaly detection
title insurance
autoencoder
one-class support vector machine (OSVM)
term frequency – inverse document frequency (TF-IDF)
robotic process automation
dimensionality reduction
Design of an Executable ANFIS-based Control System to Improve the Attitude and Altitude Performances of a Quadcopter Drone
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 124-140
Authors:
Mohammad Al-Fetyani
;
Mohammad Hayajneh
;
Adham Alsharkawi
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Adobe PDF(2736Kb)
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View/Download:4/2
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Submit date:2021/02/23
Quadcopter
proportional integral derivate (PID) control
fuzzy control
adaptive neuro-fuzzy
altitude control
attitude control
Knowing Your Dog Breed: Identifying a Dog Breed with Deep Learning
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 45-54
Authors:
Punyanuch Borwarnginn
;
Worapan Kusakunniran
;
Sarattha Karnjanapreechakorn
;
Kittikhun Thongkanchorn
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Adobe PDF(1149Kb)
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View/Download:2/1
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Submit date:2021/02/23
Computer vision
deep learning
dog breed classification
transfer learning
image augmentation
Saliency Detection via Manifold Ranking Based on Robust Foreground
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 73-84
Authors:
Wei-Ping Ma
;
Wen-Xin Li
;
Jin-Chuan Sun
;
Peng-Xia Cao
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Adobe PDF(3408Kb)
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View/Download:1/0
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Submit date:2021/02/23
Saliency detection
manifold ranking
boundary connectivity
convex hull
robust foreground