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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
Adobe PDF(1144Kb)  |  收藏  |  浏览/下载：141/49  |  提交时间：2021/02/22
Deep learning  dataset generation  automatic annotation  neural networks  industrial workpiece dataset.  
Localization and Classification of Rice-grain Images Using Region Proposals-based Convolutional Neural Network 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 233-246
作者:  Kittinun Aukkapinyo;  Suchakree Sawangwong;  Parintorn Pooyoi;  Worapan Kusakunniran
Adobe PDF(1162Kb)  |  收藏  |  浏览/下载：188/53  |  提交时间：2021/02/22
Mask region-based convolutional neural networks (R-CNN)  computer vision  deep learning  rice grain classification  transfer learning.  
Orientation Measurement for Objects with Planar Surface Based on Monocular Microscopic Vision 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 247-256
作者:  Ying Li;  Xi-Long Liu;  De Xu;  Da-Peng Zhang
浏览  |  Adobe PDF(1603Kb)  |  收藏  |  浏览/下载：237/66  |  提交时间：2021/02/22
Microscopic vision  micro assembly  orientation measurement  optimization  analytical computation.  
A Fast Compression Framework Based on 3D Point Cloud Data for Telepresence 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 855-866
作者:  Zun-Ran Wang;  Chen-Guang Yang;  Shi-Lu Dai
浏览  |  Adobe PDF(1401Kb)  |  收藏  |  浏览/下载：199/65  |  提交时间：2021/02/22
3D point cloud compression  motion estimation  signatures of histograms orientation  3D point cloud matching  predicted frame and intra frame.  
A Comprehensive Review of Path Planning Algorithms for Autonomous Underwater Vehicles 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 3, 页码: 321-352
作者:  Madhusmita Panda;  Bikramaditya Das;  Bidyadhar Subudhi;  Bibhuti Bhusan Pati
浏览  |  Adobe PDF(2673Kb)  |  收藏  |  浏览/下载：194/49  |  提交时间：2021/02/22
Autonomous underwater vehicle (AUV)  cooperative motion  formation control  optimization  path planning (PP).  
Deep Learning Based Hand Gesture Recognition and UAV Flight Controls 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 17-29
作者:  Bin Hu;  Jiacun Wang
浏览  |  Adobe PDF(1357Kb)  |  收藏  |  浏览/下载：158/51  |  提交时间：2021/02/22
Deep learning  neural networks  hand gesture recognition  Leap Motion Controllers  drones.  
Binocular Vision Object Positioning Method for Robots Based on Coarse-fine Stereo Matching 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 4, 页码: 562-571
作者:  Wei-Ping Ma;  Wen-Xin Li;  Peng-Xia Cao
浏览  |  Adobe PDF(1234Kb)  |  收藏  |  浏览/下载：153/42  |  提交时间：2021/02/22
Object positioning  stereo matching  random fern  normalized cross correlation  binocular vision model.  
Ground-level Ozone Prediction Using Machine Learning Techniques: A Case Study in Amman, Jordan 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 667-677
作者:  Maryam Aljanabi;  Mohammad Shkoukani;  Mohammad Hijjawi
浏览  |  Adobe PDF(1159Kb)  |  收藏  |  浏览/下载：78/23  |  提交时间：2021/02/22
Ozone prediction  machine learning  neural networks  supervised learning  regression.  
DiscoStyle: Multi-level Logistic Ranking for Personalized Image Style Preference Inference 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 637-651
作者:  Zhen-Wei He;  Lei Zhang;  Fang-Yi Liu
浏览  |  Adobe PDF(1364Kb)  |  收藏  |  浏览/下载：145/28  |  提交时间：2021/02/22
Facial preference  feature representation  logistic regression  face recommendation  transfer learning.