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Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 205-234
Authors:  Xin Liu;  Mingyu Yan;  Lei Deng;  Guoqi Li;  Xiaochun Ye;  Dongrui Fan
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Efficient training  graph convolutional networks (GCNs)  graph neural networks (GNNs)  sampling method  
A Lane-Level Road Marking Map Using a Monocular Camera 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 187-204
Authors:  Wonje Jang;  Junhyuk Hyun;  Jhonghyun An;  Minho Cho;  Euntai Kim
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Autonomous driving  lane-level map  road lane  road marking map  symbolic road marking  weighted loss  
A Distributed Framework for Large-scale Protein-protein Interaction Data Analysis and Prediction Using MapReduce 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 160-172
Authors:  Lun Hu;  Shicheng Yang;  Xin Luo;  Huaqiang Yuan;  Khaled Sedraoui;  MengChu Zhou
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Distributed computing  large-scale prediction machine learning  MapReduce  protein-protein interaction (PPI)  
Precise Agriculture: Effective Deep Learning Strategies to Detect Pest Insects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 246-258
Authors:  Luca Butera;  Alberto Ferrante;  Mauro Jermini;  Mauro Prevostini;  Cesare Alippi
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Computer vision  machine learning  neural network  pest insect  pest monitoring  Popillia japonica  precise agriculture  
Collaborative Pushing and Grasping of Tightly Stacked Objects via Deep Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 135-145
Authors:  Yuxiang Yang;  Zhihao Ni;  Mingyu Gao;  Jing Zhang;  Dacheng Tao
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Convolutional neural network  deep Q-learning (DQN)  reward function  robotic grasping  robotic pushing  
Domain-Invariant Similarity Activation Map Contrastive Learning for Retrieval-Based Long-Term Visual Localization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 313-328
Authors:  Hanjiang Hu;  Hesheng Wang;  Zhe Liu;  Weidong Chen
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Deep representation learning  place recognition  visual localization  
Aerodynamic Effects Compensation on Multi-Rotor UAVs Based on a Neural Network Control Allocation Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 295-312
Authors:  Sarah P. Madruga;  Augusto H. B. M. Tavares;  Saulo O. D. Luiz;  Tiago P. do Nascimento;  Antonio Marcus N. Lima
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Aerodynamics effects  control allocation  minidrone  multi-rotor UAV  neural networks  
Scribble-Supervised Video Object Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 339-353
Authors:  Peiliang Huang;  Junwei Han;  Nian Liu;  Jun Ren;  Dingwen Zhang
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Convolutional neural networks (CNNs)  scribble  self-attention  video object segmentation  weakly supervised  
Action recognition via pose-based graph convolutional networks with intermediate dense supervision 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 121, 页码: 9
Authors:  Shi, Lei;  Zhang, Yifan;  Cheng, Jian;  Lu, Hanqing
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Action recognition  Skeleton  
Improving Dendritic Neuron Model With Dynamic Scale-Free Network-Based Differential Evolution 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 99-110
Authors:  Yang Yu;  Zhenyu Lei;  Yirui Wang;  Tengfei Zhang;  Chen Peng;  Shangce Gao
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Artificial neuron networks (ANNs)  dendrite neuron network  differential evolution (DE)  scale-free network