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MU-GAN: Facial Attribute Editing Based on Multi-Attention Mechanism 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1614-1626
作者:  Ke Zhang;  Yukun Su;  Xiwang Guo;  Liang Qi;  Zhenbing Zhao
Adobe PDF(13892Kb)  |  收藏  |  浏览/下载：101/14  |  提交时间：2021/09/03
Attention U-Net connection  encoder-decoder architecture  facial attribute editing  multi-attention mechanism  
Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1523-1538
作者:  Samuel Harford;  Fazle Karim;  Houshang Darabi
Adobe PDF(12886Kb)  |  收藏  |  浏览/下载：126/42  |  提交时间：2021/09/03
Adversarial machine learning  deep learning  multivariate time series  perturbation methods  
Kernel Generalization of Multi-Rate Probabilistic Principal Component Analysis for Fault Detection in Nonlinear Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1465-1476
作者:  Donglei Zheng;  Le Zhou;  Zhihuan Song
Adobe PDF(1388Kb)  |  收藏  |  浏览/下载：152/62  |  提交时间：2021/06/11
Fault detection  kernel method  multi-rate process  probability principal component analysis (PPCA)  
FISS GAN: A Generative Adversarial Network for Foggy Image Semantic Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1428-1439
作者:  Kunhua Liu;  Zihao Ye;  Hongyan Guo;  Dongpu Cao;  Long Chen;  Fei-Yue Wang
Adobe PDF(16859Kb)  |  收藏  |  浏览/下载：171/28  |  提交时间：2021/06/11
Edge GAN  foggy images  foggy image semantic segmentation GAN  semantic segmentation  
Learning Convex Optimization Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1355-1364
作者:  Akshay Agrawal;  Shane Barratt;  Stephen Boyd
Adobe PDF(1593Kb)  |  收藏  |  浏览/下载：166/48  |  提交时间：2021/06/11
Convex optimization  differentiable optimization  machine learning  
Human-Swarm-Teaming Transparency and Trust Architecture 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1281-1295
作者:  Adam J. Hepworth;  Daniel P. Baxter;  Aya Hussein;  Kate J. Yaxley;  Essam Debie;  Hussein A. Abbass
Adobe PDF(2092Kb)  |  收藏  |  浏览/下载：262/90  |  提交时间：2021/06/11
Artificial intelligence  explainability  human-swarm teaming (HST)  interpretability  predictability  swarm shepherding  transparency  
Towards Collaborative Robotics in Top View Surveillance: A Framework for Multiple Object Tracking by Detection Using Deep Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1253-1270
作者:  Imran Ahmed;  Sadia Din;  Gwanggil Jeon;  Francesco Piccialli;  Giancarlo Fortino
Adobe PDF(69436Kb)  |  收藏  |  浏览/下载：150/16  |  提交时间：2021/06/11
Collaborative robotics  deep learning  object detection and tracking  top view  video surveillance  
A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1222-1242
作者:  Ce Zhang;  Azim Eskandarian
Adobe PDF(42044Kb)  |  收藏  |  浏览/下载：203/56  |  提交时间：2021/06/11
Advanced driver assistance systems (ADAS)  data analysis  electroencephalography (EEG)  intelligent vehicles  machine learning algorithms  neural network  
CurveNet: Curvature-Based Multitask Learning Deep Networks for 3D Object Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1177-1187
作者:  A. A. M. Muzahid;  Wanggen Wan;  Ferdous Sohel;  Lianyao Wu;  Li Hou
Adobe PDF(3792Kb)  |  收藏  |  浏览/下载：151/27  |  提交时间：2021/06/11
3D shape analysis  convolutional neural network  DNNs  object classification  volumetric CNN  
Energy Consumption Prediction of a CNC Machining Process With Incomplete Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 987-1000
作者:  Jian Pan;  Congbo Li;  Ying Tang;  Wei Li;  Xiaoou Li
Adobe PDF(2661Kb)  |  收藏  |  浏览/下载：181/43  |  提交时间：2021/04/09
Energy consumption prediction  incomplete data  generative adversarial imputation nets (GAIN)  gene expression programming (GEP)