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| 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 |
| Hierarchical Reinforcement Learning With Automatic Sub-Goal Identification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1686-1696
作者: Chenghao Liu; Fei Zhu ; Quan Liu; Yuchen Fu
Adobe PDF(5095Kb) | 收藏 | 浏览/下载：135/48 | 提交时间：2021/09/03
Hierarchical control hierarchical reinforcement learning option sparse reward sub-goal |
| Vision Based Hand Gesture Recognition Using 3D Shape Context 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1600-1613
作者: Chen Zhu; Jianyu Yang; Zhanpeng Shao; Chunping Liu
Adobe PDF(20003Kb) | 收藏 | 浏览/下载：165/44 | 提交时间：2021/09/03
3D shape context depth map hand shape segmentation hand gesture recognition human-computer interaction |
| Contrastive Self-supervised Representation Learning Using Synthetic Data 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 556-567
作者: Dong-Yu She; Kun Xu
Adobe PDF(993Kb) | 收藏 | 浏览/下载：209/53 | 提交时间：2021/07/20
Self-supervised learning contrastive learning synthetic image convolutional neural network representation learning |
| An RGB-D Camera Based Visual Positioning System for Assistive Navigation by a Robotic Navigation Aid 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1389-1400
作者: He Zhang; Lingqiu Jin; Cang Ye
Adobe PDF(21411Kb) | 收藏 | 浏览/下载：165/34 | 提交时间：2021/06/11
Assistive navigation pose estimation robotic navigation aid (RNA) simultaneous localization and mapping visual-inertial odometry visual positioning system (VPS) |
| Lightweight Image Super-Resolution via Weighted Multi-Scale Residual Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1271-1280
作者: Long Sun; Zhenbing Liu; Xiyan Sun; Licheng Liu; Rushi Lan; Xiaonan Luo
Adobe PDF(9334Kb) | 收藏 | 浏览/下载：163/36 | 提交时间：2021/06/11
Convolutional neural network (CNN) lightweight framework multi-scale super-resolution |
| 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：371/52 | 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 |
