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Mapping Network-coordinated Stacked Gated Recurrent Units for Turbulence Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1331-1341
Authors:  Zhiming Zhang;  Shangce Gao;  MengChu Zhou;  Mengtao Yan;  Shuyang Cao
Adobe PDF(7172Kb)  |  Favorite  |  View/Download:59/23  |  Submit date:2024/05/22
Convolutional neural network  deep learning  recurrent neural network  turbulence prediction  wind load prediction  
Pruning-aware Sparse Regularization for Network Pruning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 109-120
Authors:  Nan-Fei Jiang
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Deep learning  convolutional neural network (CNN)  model compression and acceleration  network pruning  regularization  
Chromosome classification via deep learning and its application to patients with structural abnormalities of chromosomes 期刊论文
MEDICAL ENGINEERING & PHYSICS, 2023, 卷号: 121, 页码: 11
Authors:  Yang, Chuan;  Li, Tingting;  Dong, Qiulei;  Zhao, Yanyan
Favorite  |  View/Download:61/0  |  Submit date:2024/02/22
Karyotyping  Chromosome classification  Machine learning  Deep convolutional neural network  
Beyond Single Reference for Training: Underwater Image Enhancement via Comparative Learning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 6, 页码: 2561-2576
Authors:  Li, Kunqian;  Wu, Li;  Qi, Qi;  Liu, Wenjie;  Gao, Xiang;  Zhou, Liqin;  Song, Dalei
Favorite  |  View/Download:117/0  |  Submit date:2023/11/17
Training  Image enhancement  Visualization  Task analysis  Generators  Deep learning  Oceans  Underwater image enhancement  deep learning  convolutional neural network  comparative learning  blind image quality assessment  
DPF-Net: A Dual-Path Progressive Fusion Network for Retinal Vessel Segmentation 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 17
Authors:  Li, Jianyong;  Gao, Ge;  Yang, Lei;  Bian, Guibin;  Liu, Yanhong
Favorite  |  View/Download:128/0  |  Submit date:2023/11/17
Feature extraction  Image segmentation  Retinal vessels  Biomedical imaging  Blood vessels  Convolutional neural networks  Task analysis  Deep network  progressive fusion strategy  retinal vessel segmentation  semantic segmentation  U-shape network  
Axial Assembled Correspondence Network for Few-Shot Semantic Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 711-721
Authors:  Yu Liu;  Bin Jiang;  Jiaming Xu
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Artificial intelligence  computer vision  deep convolutional neural network  few-shot semantic segmentation  
A pixel-level deep segmentation network for automatic defect detection 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 215, 页码: 11
Authors:  Yang, Lei;  Xu, Shuai;  Fan, Junfeng;  Li, En;  Liu, Yanhong
Favorite  |  View/Download:411/0  |  Submit date:2023/02/22
Defect detection  Deep convolutional neural network  U-shape network  ConvLSTM network  
Relation-Aware Facial Expression Recognition 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 3, 页码: 1143-1154
Authors:  Xia, Yifan;  Yu, Hui;  Wang, Xiao;  Jian, Muwei;  Wang, Fei-Yue
Favorite  |  View/Download:219/0  |  Submit date:2022/11/14
Face recognition  Feature extraction  Mouth  Image recognition  Deep learning  Databases  Convolutional neural networks  Deep convolutional neural networks  facial expression in the wild  facial expression recognition  relation convolutional neural network (ReCNN)  relation-aware  
Position Encoding Based Convolutional Neural Networks for Machine Remaining Useful Life Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1427-1439
Authors:  Ruibing Jin;  Min Wu;  Keyu Wu;  Kaizhou Gao;  Zhenghua Chen;  Xiaoli Li
Adobe PDF(4588Kb)  |  Favorite  |  View/Download:212/45  |  Submit date:2022/08/01
Convolutional neural network (CNN)  deep learning  position encoding  remaining useful life prediction  
Trans-ResNet: Integrating Transformers and CNNs for Alzheimer's disease classification 会议论文
, 印度,加尔各答, 2022-3-28
Authors:  Li C(李超);  Cui Y(崔玥);  Luo N(罗娜);  Liu Y(刘勇);  Bourgeat Pierrick;  Fripp Jurgen;  Jiang TZ(蒋田仔)
Adobe PDF(3989Kb)  |  Favorite  |  View/Download:264/34  |  Submit date:2022/06/23
convolutional neural network  deep learning  structural MRI  transfer learning  Transformer