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| A Signal Based “W” Structural Elements for Multi-scale Mathematical Morphology Analysis and Application to Fault Diagnosis of Rolling Bearings of Wind Turbines 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 993-1006
作者: Qiang Li ; Yong-Sheng Qi; Xue-Jin Gao; Yong-Ting Li; Li-Qiang Liu
 Adobe PDF(1828Kb) |  收藏 | 浏览/下载：230/56 | 提交时间：2021/11/26
Fault diagnosis structural element multi-scale mathematical morphology rolling bearing correlation analysis |
| Encoding-decoding Network With Pyramid Self-attention Module for Retinal Vessel Segmentation 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 973-980
作者: Cong-Zhong Wu; Jun Sun; Jing Wang; Liang-Feng Xu; Shu Zhan
Adobe PDF(1416Kb) | 收藏 | 浏览/下载：204/48 | 提交时间：2021/11/26
Retina vessel segmentation deep learning U-Net attention mechanism medical image |
| Research on Voiceprint Recognition of Camouflage Voice Based on Deep Belief Network 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 947-962
作者: Nan Jiang; Ting Liu
Adobe PDF(1905Kb) | 收藏 | 浏览/下载：245/55 | 提交时间：2021/11/26
Disguised voice recognition deep belief network feature extraction Gammatone frequency cepstrum coefficients (GFCC) dropout |
| Improved Network for Face Recognition Based on Feature Super Resolution Method 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 915-925
作者: Ling-Yi Xu; Zoran Gajic
Adobe PDF(1989Kb) | 收藏 | 浏览/下载：216/51 | 提交时间：2021/11/26
Face recognition feature super resolution multiple-branch network deep learning convolutional neural networks |
| 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：264/61 | 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 |
| A Novel Heterogeneous Actor-critic Algorithm with Recent Emphasizing Replay Memory 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 619-631
作者: Bao Xi; Rui Wang; Ying-Hao Cai; TaoLu; Shuo Wang
Adobe PDF(2505Kb) | 收藏 | 浏览/下载：206/60 | 提交时间：2021/07/20
Reinforcement learning (RL) actor-critic experience replay training efficiency manipulation skill learning |
| Application of Machine Learning for Online Reputation 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 492-502
作者: Ahmad Alqwadri; Mohammad Azzeh; Fadi Almasalha
Adobe PDF(1091Kb) | 收藏 | 浏览/下载：322/70 | 提交时间：2021/05/24
Reputation system rating aggregation machine learning consumer reliability user trust |
| Advances in Deep Learning Methods for Visual Tracking: Literature Review and Fundamentals 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 311-333
作者: Xiao-Qin Zhang; Run-Hua Jiang; Chen-Xiang Fan; Tian-Yu Tong; Tao Wang Peng-Cheng Huang
Adobe PDF(1787Kb) | 收藏 | 浏览/下载：311/52 | 提交时间：2021/05/24
Deep learning visual tracking data-invariant data-adaptive general components |
| 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：264/65 | 提交时间：2021/04/22
Fire detection depthwise separable convolution fire classification You Only Look Once version 3 (YOLOv3) target regression |
