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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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View/Download:29/4
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Submit date:2020/11/02
2D echocardiography
Cardiac structure segmentation
Pyramid local attention
Label coherence learning
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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View/Download:21/0
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Submit date:2020/10/19
Graph neural network, image segmentation, self-attention, structure pattern learning.
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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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
Skeleton-Based Action Recognition With Multi-Stream Adaptive Graph Convolutional Networks
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 期号: 29, 页码: 9532-9545
Authors:
Shi, Lei
;
Zhang, Yifan
;
Cheng, Jian
;
Lu, Hanqing
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Submit date:2020/11/05
Skeleton-based action recognition, graph convolutional network, adaptive graph, multi-stream network.
Multi-scale spatial context-based semantic edge detection
期刊论文
INFORMATION FUSION, 2020, 卷号: 64, 页码: 238-251
Authors:
Ma, Wei
;
Gong, Chaofan
;
Xu, Shibiao
;
Zhang, Xiaopeng
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Submit date:2021/01/07
Semantic edge detection
Convolutional neural network
Multi-scale feature fusion
Location-aware information fusion
Gradual fusion
Gesture recognition based on deep deformable 3D convolutional neural networks
期刊论文
PATTERN RECOGNITION, 2020, 期号: 107, 页码: 12
Authors:
Zhang, Yifan
;
Shi, Lei
;
Wu, Yi
;
Cheng, Ke
;
Cheng, Jian
;
Lu, Hanqing
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Submit date:2020/08/31
Gesture recognition
Spatiotemporal deformable convolution
Spatiotemporal convolutional neural network
An Interventionalist-Behavior-Based Data Fusion Framework for Guidewire Tracking in Percutaneous Coronary Intervention
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 11, 页码: 4836-4849
Authors:
Zhou, Xiao-Hu
;
Bian, Gui-Bin
;
Xie, Xiao-Liang
;
Hou, Zeng-Guang
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View/Download:2/0
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Submit date:2021/01/07
Tracking
Sensors
Tools
Catheters
Electromyography
Data integration
Frequency modulation
Data fusion framework
guidewire tracking
interventionalist behavior
percutaneous coronary intervention (PCI)
Adaptive and azimuth-aware fusion network of multimodal local features for 3D object detection
期刊论文
NEUROCOMPUTING, 2020, 卷号: 411, 页码: 32-44
Authors:
Tian, Yonglin
;
Wang, Kunfeng
;
Wang, Yuang
;
Tian, Yulin
;
Wang, Zilei
;
Wang, Fei-Yue
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Submit date:2021/01/07
3D object detection
Point cloud
Multimodal fusion
Ground plane fitting
A Real-time Multi-functional Framework for Guidewire Morphological and Positional Analysis in Interventional X-ray Fluoroscopy
期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2020, 卷号: PP, 期号: 99, 页码: 1-1
Authors:
Yanjie,Zhou
;
Xiaoliang,Xie
;
Xiaohu,Zhou
;
Shiqi,Liu
;
Guibin,Bian
;
Zengguang,Hou
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View/Download:29/5
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Submit date:2020/11/05
deep learning
guidewire
X-ray fluoroscopy
segmentation and localization
robot-assisted intervention
Construction of a novel bispecific fusion protein to enhance targeting for pancreatic cancer imaging
期刊论文
BIOMATERIALS, 2020, 期号: 255, 页码: 120161
Authors:
Wang, Qian
;
Yan, Hao
;
Wang, Zihua
;
Li, Zhangfu
;
Li, Dan
;
Li, Zheng
;
Wang, Kun
;
Tian, Jie
;
Zhao, Xinming
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Adobe PDF(3211Kb)
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View/Download:25/2
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Submit date:2020/09/07
Bispecific targeting
Fusion protein
Antibody
Molecular imaging
Pancreatic cancer