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Adversarial Attacks and Defenses in Images, Graphs and Text: A Review 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 151-178
作者:  Han Xu;  Yao Ma;  Hao-Chen Liu;  Debayan Deb;  Hui Liu;  Ji-Liang Tang;  Anil K. Jain
Adobe PDF(2155Kb)  |  收藏  |  浏览/下载：202/57  |  提交时间：2021/02/22
Adversarial example  model safety  robustness  defenses  deep learning.  
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：133/45  |  提交时间：2021/02/22
Deep learning  dataset generation  automatic annotation  neural networks  industrial workpiece dataset.  
Generalized Multiscale RBF Networks and the DCT for Breast Cancer Detection 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 55-70
作者:  Carlos Beltran-Perez;  Hua-Liang Wei;  Adrian Rubio-Solis
Adobe PDF(1710Kb)  |  收藏  |  浏览/下载：130/46  |  提交时间：2021/02/22
Nonlinear system identification  image processing  discrete cosine transform  radial basis functions  computer-aided diagnosis  neural networks.  
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
浏览  |  Adobe PDF(1162Kb)  |  收藏  |  浏览/下载：183/51  |  提交时间：2021/02/22
Mask region-based convolutional neural networks (R-CNN)  computer vision  deep learning  rice grain classification  transfer learning.  
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：189/63  |  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.  
Remote Sensing Image Registration Based on Improved KAZE and BRIEF Descriptor 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 4, 页码: 588-598
作者:  Huan Liu;  Gen-Fu Xiao
浏览  |  Adobe PDF(2330Kb)  |  收藏  |  浏览/下载：129/33  |  提交时间：2021/02/22
Remote sensing image  image registration  composite nonlinear diffusion filter  binary code string  multi-scale pyramid space.  
Text Detection in Natural Scene Images Using Morphological Component Analysis and Laplacian Dictionary 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 214-222
作者:  Shuping Liu;   Yantuan Xian;   Huafeng Li;   Zhengtao Yu
浏览  |  Adobe PDF(17878Kb)  |  收藏  |  浏览/下载：144/37  |  提交时间：2021/03/11
Dictionary learning  Laplacian sparse regularization  morphological component analysis (MCA)  sparse representation  text detection  
Proximity Based Automatic Data Annotation for Autonomous Driving 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 395-404
作者:  Chen Sun;  Jean M. Uwabeza Vianney;  Ying Li;  Long Chen;  Li Li;  Fei-Yue Wang;  Amir Khajepour;  Dongpu Cao
浏览  |  Adobe PDF(12990Kb)  |  收藏  |  浏览/下载：175/42  |  提交时间：2021/03/11
Affordance learning  autonomous vehicles  data synchronization  scene understanding  
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：158/34  |  提交时间：2021/03/11
Deep learning  deep neural network (DNN)  feature importance  road safety performance function  
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：123/31  |  提交时间：2021/03/11
3D reconstruction  concrete inspection  deep neural network  quadrotor flying robot  visual-inertial fusion