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中国科学院自动化研究所机构知识库
Knowledge Commons of Institute of Automation,CAS
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AGUnet: Annotation-guided U-net for fast one-shot video object segmentation
期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 页码: 10
Authors:
Yin, Yingjie
;
Xu, De
;
Wang, Xingang
;
Zhang, Lei
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View/Download:0/0
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Submit date:2021/01/06
Fully-convolutional Siamese network
U-net
Interactive image segmentation
Video object segmentation
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:29/4
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Submit date:2020/11/02
2D echocardiography
Cardiac structure segmentation
Pyramid local attention
Label coherence learning
Boost 3D Object Detection via Point Clouds Segmentation and Fused 3D GIoU-L1 Loss
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 期号: 无, 页码: 无
Authors:
Yaran Chen
;
Haoran Li
;
Ruiyuan Gao
;
Dongbin Zhao
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View/Download:14/0
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Submit date:2020/10/19
3D object detection, GIoU loss, Segmentation
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:15/1
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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:21/0
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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:21/0
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Submit date:2020/10/19
Visual navigation, graph neural network, Markov network, reinforcement learning, probabilistic graph model
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:15/0
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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:88/1
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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:38/0
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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
基于语义知识的问题理解关键技术研究
学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2020
Authors:
林子琦
Adobe PDF(8144Kb)
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View/Download:48/0
  |  
Submit date:2020/12/21
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