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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:29/2
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Submit date:2020/10/19
Visual navigation, graph neural network, Markov network, reinforcement learning, probabilistic graph model
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:1/0
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Submit date:2021/02/23
Performance evaluation
convolutional neural network (CNN)
biometrics
palmprint
palm vein
deep learning
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:1/0
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Submit date:2021/02/23
Computer vision
deep learning
dog breed classification
transfer learning
image augmentation
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:35/4
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Submit date:2020/11/02
2D echocardiography
Cardiac structure segmentation
Pyramid local attention
Label coherence learning
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:19/1
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Submit date:2020/10/24
Virus identification
viral morphology
transmission electron microscopy
deep learning
attention mechanism
目标检测中的人工神经网络结构设计及算法研究
学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2020
Authors:
彭君然
Adobe PDF(9308Kb)
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View/Download:58/1
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Submit date:2021/01/05
目标检测,低功耗,神经网络搜索,长尾数据分布,多标签识别
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
Adobe PDF(62004Kb)
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View/Download:113/1
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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
Adobe PDF(32080Kb)
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View/Download:77/0
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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
行人再识别关键问题研究
学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2020
Authors:
黄厚景
Adobe PDF(11976Kb)
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View/Download:31/0
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Submit date:2021/01/25
行人再识别,判别性特征,行人遮挡,领域自适应
High-speed rail pole number recognition through deep representation and temporal redundancy
期刊论文
NEUROCOMPUTING, 2020, 卷号: 415, 页码: 201-214
Authors:
Yang, Yang
;
Zhang, Wensheng
;
He, Zewen
;
Li, Ding
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View/Download:5/0
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Submit date:2021/01/07
Region-based convolutional neural network
Context information
Object detection
Number recognition
Pole number
High-speed rail