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| Evolutionary Computation for Large-scale Multi-objective Optimization: A Decade of Progresses 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 155-169
作者: Wen-Jing Hong; Peng Yang; Ke Tang
 Adobe PDF(946Kb) |  收藏 | 浏览/下载：132/35 | 提交时间：2021/04/22
Large-scale multi-objective optimization high-dimensional search space evolutionary computation evolutionary algorithms scalability |
| PokerNet: Expanding Features Cheaply via Depthwise Convolutions 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 432-442
作者: Wei Tang ; Yan Huang; Liang Wang
Adobe PDF(1163Kb) | 收藏 | 浏览/下载：214/32 | 提交时间：2021/05/24
Deep learning depthwise convolution lightweight deep model model compression model acceleration |
| 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：274/41 | 提交时间：2021/05/24
Performance evaluation neural architecture search biometrics palmprint palm vein deep learning |
| A Comprehensive Review on Group Activity Recognition in Videos 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 334-350
作者: Li-Fang Wu; Qi Wang; Meng Jian; Yu Qiao; Bo-Xuan Zhao
Adobe PDF(1415Kb) | 收藏 | 浏览/下载：262/61 | 提交时间：2021/05/24
Group activity recognition (GAR) human activity recognition scene understanding video analysis computer vision |
| 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：190/35 | 提交时间：2021/05/24
Deep audio-visual learning audio-visual separation and localization correspondence learning generative models representation learning |
| 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：251/49 | 提交时间：2021/05/24
Person re-identification (Re-ID) thermal infrared generative networks attention deep learning |
| Hybrid Approach to Document Anomaly Detection: An Application to Facilitate RPA in Title Insurance 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 55-72
作者: Abhijit Guha; Debabrata Samanta
 浏览 | Adobe PDF(1485Kb) | 收藏 | 浏览/下载：186/52 | 提交时间：2021/02/23
Anomaly detection title insurance autoencoder one-class support vector machine (OSVM) term frequency – inverse document frequency (TF-IDF) robotic process automation dimensionality reduction |
| Fault Information Recognition for On-board Equipment of High-speed Railway Based on Multi-neural Network Collaboration 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 935-946
作者: Lu-Jie Zhou; Jian-Wu Dang; Zhen-Hai Zhang
Adobe PDF(1263Kb) | 收藏 | 浏览/下载：190/42 | 提交时间：2021/11/26
Train control system Chinese named entity recognition (NER) character feature gating mechanism bidirectional long short-term memory (BiLSTM) |
| 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：160/36 | 提交时间：2021/11/26
Retina vessel segmentation deep learning U-Net attention mechanism medical image |
| 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：167/39 | 提交时间：2021/09/13
Action recognition spatiotemporal relation multi-branch fusion long-term representation video classification |
