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Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 175-186
Authors:  Yang, Yukuan;  Chi, Xiaowei;  Deng, Lei;  Yan, Tianyi;  Gao, Feng;  Li, Guoqi
Favorite  |  View/Download:8/0  |  Submit date:2022/11/21
Full 8-bit quantization  Network without batch normalization  Small batch  Online training  Resource-limited devices  
Development of Digital Fetal Heart Models with Virtual Ultrasound Function Based on Cardiovascular Casting and Computed Tomography Scan 期刊论文
BIOENGINEERING-BASEL, 2022, 卷号: 9, 期号: 10, 页码: 9
Authors:  Yang, Qi;  Han, Jiancheng;  Wang, Rui;  Zhang, Tong;  Zhang, Yingying;  Wang, Jingyi;  Xu, Lei;  Hou, Zengguang;  Wang, Shuangyi;  He, Yihua
Favorite  |  View/Download:11/0  |  Submit date:2022/11/21
congenital heart disease  fetal echocardiography  digital twin  cardiovascular casting  virtual ultrasound  
A shape-guided deep residual network for automated CT lung segmentation 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 250, 页码: 10
Authors:  Yang, Lei;  Gu, Yuge;  Huo, Benyan;  Liu, Yanhong;  Bian, Guibin
Favorite  |  View/Download:20/0  |  Submit date:2022/09/19
Deep network architecture  Medical image analysis  Shape stream network  Residual unit  Attention fusion unit  
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
Favorite  |  View/Download:33/0  |  Submit date:2022/07/25
Power line extraction  Deep architecture  Image segmentation  Multi-scale attention module  
A light defect detection algorithm of power insulators from aerial images for power inspection 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2022, 页码: 11
Authors:  Yang, Lei;  Fan, Junfeng;  Song, Shouan;  Liu, Yanhong
Favorite  |  View/Download:25/0  |  Submit date:2022/07/25
Insulator location  Defect identification  Transfer learning  Dempster-Shafer evidence theory  
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:29/0  |  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:37/0  |  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:25/0  |  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  
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
Favorite  |  View/Download:27/0  |  Submit date:2022/06/10
Welding  Laser noise  Sensors  Robots  Laser modes  Feature extraction  Lasers  Deep network architecture  image denoising  seam tracking  robot welding  structured light vision  
Structure-aware siamese graph neural networks for encounter-level patient similarity learning 期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2022, 卷号: 127, 页码: 13
Authors:  Gu, Yifan;  Yang, Xuebing;  Tian, Lei;  Yang, Hongyu;  Lv, Jicheng;  Yang, Chao;  Wang, Jinwei;  Xi, Jianing;  Kong, Guilan;  Zhang, Wensheng
Favorite  |  View/Download:35/0  |  Submit date:2022/06/10
Encounter-Level Patient Similarity  Representation Learning  Siamese Networks  Graph Neural Networks