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| Learning a Deep Predictive Coding Network for a Semi-Supervised 3D-Hand Pose Estimation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1371-1379 作者: Jamal Banzi; Isack Bulugu; Zhongfu Ye 浏览  |  Adobe PDF(8152Kb)  |  收藏  |  浏览/下载:135/43  |  提交时间:2021/03/11 Convolutional neural networks deep learning hand pose estimation human-machine interaction predictive coding recurrent neural networks unsupervised learning |
| Avoiding Non-Manhattan Obstacles Based on Projection of Spatial Corners in Indoor Environment 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1190-1200 作者: Luping Wang; Hui Wei 浏览  |  Adobe PDF(13999Kb)  |  收藏  |  浏览/下载:154/52  |  提交时间:2021/03/11 Avoiding obstacle monocular vision navigation non-Manhattan obstacle spatial corner |
| AI-Based Modeling and Data-Driven Evaluation for Smart Manufacturing Processes 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1026-1037 作者: Mohammadhossein Ghahramani; Yan Qiao; MengChu Zhou; Adrian O’Hagan; James Sweeney 浏览  |  Adobe PDF(5292Kb)  |  收藏  |  浏览/下载:172/67  |  提交时间:2021/03/11 Artificial intelligence (AI) cyber physical systems feature selection genetic algorithms (GA) industrial internet of things (IIOT) machine learning neural network (NN) smart manufacturing |
| Concrete Defects Inspection and 3D Mapping Using CityFlyer Quadrotor Robot 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 991-1002 作者: Liang Yang; Bing Li; Wei Li; Howard Brand; Biao Jiang; Jizhong Xiao 浏览  |  Adobe PDF(59427Kb)  |  收藏  |  浏览/下载:155/33  |  提交时间:2021/03/11 3D reconstruction concrete inspection deep neural network quadrotor flying robot visual-inertial fusion |
| A Spatial-Temporal Attention Model forHuman Trajectory Prediction 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 965-974 作者: Xiaodong Zhao; Yaran Chen; Jin Guo; Dongbin Zhao 浏览  |  Adobe PDF(42191Kb)  |  收藏  |  浏览/下载:139/31  |  提交时间:2021/03/11 Attention mechanism long-short term memory (LSTM) spatial-temporal model trajectory prediction |
| Road Safety Performance Function Analysis With Visual Feature Importance of Deep Neural Nets 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 735-744 作者: Guangyuan Pan; Liping Fu; Qili Chen; Ming Yu; Matthew Muresan 浏览  |  Adobe PDF(5371Kb)  |  收藏  |  浏览/下载:190/40  |  提交时间:2021/03/11 Deep learning deep neural network (DNN) feature importance road safety performance function |
| Deep Learning and Time Series-to-Image Encoding for Financial Forecasting 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 683-693 作者: Silvio Barra; Salvatore Mario Carta; Andrea Corriga; Alessandro Sebastian Podda; Diego Reforgiato Recupero Adobe PDF(6935Kb)  |  收藏  |  浏览/下载:207/57  |  提交时间:2021/03/11 Convolutional neural networks (CNNs) ensemble of CNNs financial forecasting Gramian angular fields (GAF) imaging |
| Artificial Intelligence Applications in the Development of Autonomous Vehicles: A Survey 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 315-329 作者: Yifang Ma; Zhenyu Wang; Hong Yang; Lin Yang 浏览  |  Adobe PDF(2175Kb)  |  收藏  |  浏览/下载:166/47  |  提交时间:2021/03/11 Artificial intelligence (AI) autonomous vehicles (AVs) deep learning (DL) motion planning perception self-driving |
| Deep Imitation Learning for Autonomous Vehicles Based on Convolutional Neural Networks 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 82-95 作者: Parham M. Kebria; Abbas Khosravi; Syed Moshfeq Salaken; Saeid Nahavandi 浏览  |  Adobe PDF(7717Kb)  |  收藏  |  浏览/下载:154/44  |  提交时间:2021/03/11 Autonomous vehicles convolutional neural networks deep learning imitation learning |
| Integration of Facial Thermography in EEG-based Classification of ASD 期刊论文 International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 837-854 作者: Dilantha Haputhanthri; Gunavaran Brihadiswaran; Sahan Gunathilaka; Dulani Meedeniya; Sampath Jayarathna; Mark Jaime; Christopher Harshaw 浏览  |  Adobe PDF(1617Kb)  |  收藏  |  浏览/下载:236/70  |  提交时间:2021/02/22 Autism spectrum disorder facial thermography EEG signal processing machine learning decision support system ASDGenus. |