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| Fault Classification for On-board Equipment of High-speed Railway Based on Attention Capsule Network 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 814-825
作者: Lu-Jie Zhou; Jian-Wu Dang; Zhen-Hai Zhan
 Adobe PDF(1208Kb) |  收藏 | 浏览/下载：265/61 | 提交时间：2021/09/13
On-board equipment fault classification capsule network attention mechanism focal loss |
| STRNet: Triple-stream Spatiotemporal Relation Network for Action Recognition 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 718-730
作者: Zhi-Wei Xu; Xiao-Jun Wu; Josef Kittler
Adobe PDF(1129Kb) | 收藏 | 浏览/下载：215/55 | 提交时间：2021/09/13
Action recognition spatiotemporal relation multi-branch fusion long-term representation video classification |
| MU-GAN: Facial Attribute Editing Based on Multi-Attention Mechanism 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1614-1626
作者: Ke Zhang; Yukun Su; Xiwang Guo; Liang Qi; Zhenbing Zhao
Adobe PDF(13892Kb) | 收藏 | 浏览/下载：132/22 | 提交时间：2021/09/03
Attention U-Net connection encoder-decoder architecture facial attribute editing multi-attention mechanism |
| CurveNet: Curvature-Based Multitask Learning Deep Networks for 3D Object Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1177-1187
作者: A. A. M. Muzahid; Wanggen Wan; Ferdous Sohel; Lianyao Wu; Li Hou
Adobe PDF(3792Kb) | 收藏 | 浏览/下载：180/34 | 提交时间：2021/06/11
3D shape analysis convolutional neural network DNNs object classification volumetric CNN |
| Learning Deep RGBT Representations for Robust Person Re-identification 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 443-456
作者: Ai-Hua Zheng; Zi-Han Chen; Cheng-Long Li; Jin Tang; Bin Luo
Adobe PDF(1832Kb) | 收藏 | 浏览/下载：298/68 | 提交时间：2021/05/24
Person re-identification (Re-ID) thermal infrared generative networks attention deep learning |
| 2D and 3D Palmprint and Palm Vein Recognition Based on Neural Architecture Search 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 377-409
作者: Wei Jia; Wei Xia; Yang Zhao ; Hai Min; Yan-Xiang Chen
Adobe PDF(15758Kb) | 收藏 | 浏览/下载：373/52 | 提交时间：2021/05/24
Performance evaluation neural architecture search biometrics palmprint palm vein deep learning |
| Deep Audio-Visual Learning: A Survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 351-376
作者: Hao Zhu; Man-Di Luo; Rui Wang; Ai-Hua Zheng; Ran He
Adobe PDF(1864Kb) | 收藏 | 浏览/下载：233/52 | 提交时间：2021/05/24
Deep audio-visual learning audio-visual separation and localization correspondence learning generative models representation learning |
| Fire Detection Method Based on Depthwise Separable Convolution and YOLOv3 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 300-310
作者: Yue-Yan Qin; Jiang-Tao Cao; Xiao-Fei Ji
Adobe PDF(2289Kb) | 收藏 | 浏览/下载：265/65 | 提交时间：2021/04/22
Fire detection depthwise separable convolution fire classification You Only Look Once version 3 (YOLOv3) target regression |
| Computational Decision Support System for ADHD Identification 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 233-255
作者: Senuri De Silva; Sanuwani Dayarathna; Gangani Ariyarathne; Dulani Meedeniya; Sampath Jayarathna; Anne M. P. Michalek
Adobe PDF(1937Kb) | 收藏 | 浏览/下载：382/91 | 提交时间：2021/04/22
Attention deficit/hyperactivity disorder (ADHD) functional magnetic resonance imaging (fMRI) eye movement data seed-based correlation ensembled model convolutional neural network (CNN) default mode network (DMN) saccades fixations ADHD-Care decision support system (DDS) |
| ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
作者: Xiurui Hou; Kai Wang; Cheng Zhong; Zhi Wei
Adobe PDF(18247Kb) | 收藏 | 浏览/下载：185/22 | 提交时间：2021/04/09
Graph convolution network long-short term memory network stock market forecasting variational autoencoder (VAE) |
