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Identification and classification of driving behaviour at a signalized intersection using support vector machine 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 480-491
作者:  Soni Lanka Karri;  Liyanage Chandratilak De Silva;  Daphne Teck Ching Lai;  Shiaw Yin Yong
Adobe PDF(1497Kb)  |  收藏  |  浏览/下载：520/310  |  提交时间：2021/05/24
Signalized intersection  driving behaviour  machine learning  support vector machine (SVM)  road accidents  
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  
Prediction of Spatiotemporal Evolution of Urban Traffic Emissions Based on Taxi Trajectories 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 219-232
作者:  Zhen-Yi Zhao;  Yang Cao;  Yu Kang;  Zhen-Yi Xu
Adobe PDF(1649Kb)  |  收藏  |  浏览/下载：126/42  |  提交时间：2021/04/22
Vehicle emission prediction  spatiotemporal gragh convolution  GPS trajectories  motor vehicle emission simulator (MOVES) model  feature sharing  
Automatic “Ground Truth” Annotation and Industrial Workpiece Dataset Generation for Deep Learning 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 4, 页码: 539-550
作者:  Fu-Qiang Liu;  Zong-Yi Wang
浏览  |  Adobe PDF(1144Kb)  |  收藏  |  浏览/下载：132/44  |  提交时间：2021/02/22
Deep learning  dataset generation  automatic annotation  neural networks  industrial workpiece dataset.  
Item Response Theory Based Ensemble in Machine Learning 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 621-636
作者:  Ziheng Chen;  Hongshik Ahn
浏览  |  Adobe PDF(1163Kb)  |  收藏  |  浏览/下载：161/83  |  提交时间：2021/02/22
Classification  ensemble learning  item response theory  machine learning  expectation maximization (EM) algorithm.  
Machining Robot with Vibrational Motion and 3D Printer-like Data Interface 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 1, 页码: 1-12
作者:  Fusaomi Nagata;  Keigo Watanabe;  Maki K. Habib
浏览  |  Adobe PDF(2591Kb)  |  收藏  |  浏览/下载：94/35  |  提交时间：2021/02/23
Computer integrated manufacturing  machining robot  computer aided design (CAD)/computer-aided manufacturing (CAM)  cutter location (CL) data  vibrational motion  stereolithography (STL) data  preprocessor  3 dimensional (3D) printer-like data interface.  
Large-scale 3D Semantic Mapping Using Stereo Vision 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 2, 页码: 194-206
作者:  Yi Yang;  Fan Qiu1 Hao Li;  Lu Zhang;  Mei-Ling Wang;  Meng-Yin Fu
浏览  |  Adobe PDF(70896Kb)  |  收藏  |  浏览/下载：152/48  |  提交时间：2021/02/23
Semantic map  stereo vision  motion segmentation  visual odometry  simultaneous localization and mapping (SLAM).  
A Survey of Scene Understanding by Event Reasoning in Autonomous Driving 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 3, 页码: 249-266
作者:  Jian-Ru Xue;  Jian-Wu Fang;  Pu Zhang
浏览  |  Adobe PDF(2242Kb)  |  收藏  |  浏览/下载：102/35  |  提交时间：2021/02/23
Autonomous vehicle  scene understanding  event reasoning  intention prediction  scene representation.