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PLE-Net: Automatic power line extraction method using deep learning from aerial images 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 198, 页码: 9
Authors:  Yang, Lei;  Fan, Junfeng;  Huo, Benyan;  Li, En;  Liu, Yanhong
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Power line extraction  Deep architecture  Image segmentation  Multi-scale attention module  
Radiomics-Based Preoperative Prediction of Lymph Node Metastasis in Intrahepatic Cholangiocarcinoma Using Contrast-Enhanced Computed Tomography 期刊论文
ANNALS OF SURGICAL ONCOLOGY, 2022, 页码: 14
Authors:  Zhang, Shuaitong;  Huang, Shengyu;  He, Wei;  Wei, Jingwei;  Huo, Lei;  Jia, Ningyang;  Lin, Jianbo;  Tang, Zhenchao;  Yuan, Yunfei;  Tian, Jie;  Shen, Feng;  Li, Jun
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Sensitive and specific detection of breast cancer lymph node metastasis through dual-modality magnetic particle imaging and fluorescence molecular imaging: a preclinical evaluation 期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2022, 页码: 12
Authors:  Wang, Guorong;  Li, Wenzhe;  Shi, Guangyuan;  Tian, Yu;  Kong, Lingyan;  Ding, Ning;  Lei, Jing;  Jin, Zhengyu;  Tian, Jie;  Du, Yang
Favorite  |  View/Download:8/0  |  Submit date:2022/07/25
Lymph node metastasis  Breast cancer  Magnetic particle imaging (MPI)  Fluorescence molecular imaging (FMI)  Superparamagnetic iron oxide nanoparticles (SPIOs)  
A nondestructive automatic defect detection method with pixelwise segmentation 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 242, 页码: 12
Authors:  Yang, Lei;  Fan, Junfeng;  Huo, Benyan;  Li, En;  Liu, Yanhong
Favorite  |  View/Download:18/0  |  Submit date:2022/06/10
Defect detection  Deep architecture  Image segmentation  Attention fusion  Residual dense connection convolution  network  
Vision-Based Power Line Segmentation With an Attention Fusion Network 期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 8, 页码: 8196-8205
Authors:  Yang, Lei;  Fan, Junfeng;  Xu, Shuai;  Li, En;  Liu, Yanhong
Favorite  |  View/Download:11/0  |  Submit date:2022/07/25
Power transmission lines  Inspection  Feature extraction  Sensors  Image segmentation  Navigation  Vision sensors  Power line extraction  deep network architecture  image segmentation  multi-scale feature fusion  attention module  
A novel machine learning-based radiomic model for diagnosing high bleeding risk esophageal varices in cirrhotic patients 期刊论文
HEPATOLOGY INTERNATIONAL, 2022, 卷号: 16, 期号: 2, 页码: 423-432
Authors:  Yan, Yijie;  Li, Yue;  Fan, Chunlei;  Zhang, Yuening;  Zhang, Shibin;  Wang, Zhi;  Huang, Tehui;  Ding, Zhenjia;  Hu, Keqin;  Li, Lei;  Ding, Huiguo
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Machine learning  Radiomic model  Esophageal varices  Cirrhotic portal hypertension  Computed tomography  Endoscopy  
Image Denoising of Seam Images With Deep Learning for Laser Vision Seam Tracking 期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 6, 页码: 6098-6107
Authors:  Yang, Lei;  Fan, Junfeng;  Huo, Benyan;  Li, En;  Liu, Yanhong
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Welding  Laser noise  Sensors  Robots  Laser modes  Feature extraction  Lasers  Deep network architecture  image denoising  seam tracking  robot welding  structured light vision  
Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 205-234
Authors:  Xin Liu;  Mingyu Yan;  Lei Deng;  Guoqi Li;  Xiaochun Ye;  Dongrui Fan
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Efficient training  graph convolutional networks (GCNs)  graph neural networks (GNNs)  sampling method  
Spatiotemporal Input Control: Leveraging Temporal Variation in Network Dynamics 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 635-651
Authors:  Yihan Lin, Jiawei Sun, Guoqi Li, Gaoxi Xiao, Changyun Wen, Lei Deng, H. Eugene Stanley
Adobe PDF(11820Kb)  |  Favorite  |  View/Download:12/2  |  Submit date:2022/03/09
Complex network,complex system control theory,complex system optimization,temporal network,time-varying system  
An Automatic Deep Segmentation Network for Pixel-Level Welding Defect Detection 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 10
Authors:  Yang, Lei;  Song, Shouan;  Fan, Junfeng;  Huo, Benyan;  Li, En;  Liu, Yanhong
Favorite  |  View/Download:15/0  |  Submit date:2022/06/06
Welding  Feature extraction  Image segmentation  Inspection  X-ray imaging  Manufacturing  Task analysis  Attention model  convolutional long short-term memory (ConvLSTM)  defect detection  feature fusion  hybrid loss  image segmentation