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SuperFusion: A Versatile Image Registration and Fusion Network with Semantic Awareness 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2121-2137
作者:  Linfeng Tang;  Yuxin Deng;  Yong Ma;  Jun Huang;  Jiayi Ma
Adobe PDF(7619Kb)  |  收藏  |  浏览/下载：267/96  |  提交时间：2022/12/02
Global spatial attention  image fusion  image registration  mutual promotion  semantic awareness  
A Bi-population Cooperative Optimization Algorithm Assisted by an Autoencoder for Medium-scale Expensive Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 1952-1966
作者:  Meiji Cui;  Li Li;  MengChu Zhou;  Jiankai Li;  Abdullah Abusorrah;  Khaled Sedraoui
Adobe PDF(4431Kb)  |  收藏  |  浏览/下载：221/47  |  提交时间：2022/10/09
Autoencoder  dimension reduction  evolutionary algorithm  medium-scale expensive problems  teaching-learning-based optimization  
Geometric-Spectral Reconstruction Learning for Multi-Source Open-Set Classification With Hyperspectral and LiDAR Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1892-1895
作者:  Leyuan Fang;  Dingshun Zhu;  Jun Yue;  Bob Zhang;  Min He
Adobe PDF(10237Kb)  |  收藏  |  浏览/下载：127/32  |  提交时间：2022/09/08
Structured Sparse Coding With the Group Log-regularizer for Key Frame Extraction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1818-1830
作者:  Zhenni Li;  Yujie Li;  Benying Tan;  Shuxue Ding;  Shengli Xie
Adobe PDF(23281Kb)  |  收藏  |  浏览/下载：157/26  |  提交时间：2022/09/08
Difference of convex algorithm (DCA)  group log-regularizer  key frame extraction  structured sparse coding  
Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1612-1626
作者:  Yixin Wang;  Shuang Qiu;  Dan Li;  Changde Du;  Bao-Liang Lu;  Huiguang He
Adobe PDF(1908Kb)  |  收藏  |  浏览/下载：311/80  |  提交时间：2022/08/19
Cycle-consistency  domain adaptation  electroencephalograph (EEG)  multi modality  variational autoencoder  
Multi-Attention Fusion and Fine-Grained Alignment for Bidirectional Image-Sentence Retrieval in Remote Sensing 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1532-1535
作者:  Qimin Cheng;  Yuzhuo Zhou;  Haiyan Huang;  Zhongyuan Wang
Adobe PDF(2132Kb)  |  收藏  |  浏览/下载：224/75  |  提交时间：2022/08/01
Glioma Segmentation-Oriented Multi-Modal MR Image Fusion With Adversarial Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1528-1531
作者:  Yu Liu;  Yu Shi;  Fuhao Mu;  Juan Cheng;  Xun Chen
Adobe PDF(2574Kb)  |  收藏  |  浏览/下载：121/31  |  提交时间：2022/08/01
Complex-Valued Neural Networks: A Comprehensive Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426
作者:  ChiYan Lee;  Hideyuki Hasegawa;  Shangce Gao
Adobe PDF(1612Kb)  |  收藏  |  浏览/下载：225/52  |  提交时间：2022/08/01
Complex activation function  complex backpropagation algorithm  complex-valued learning algorithm  complex-valued neural network  deep learning  
Cyberbullying and Cyberviolence Detection: A Triangular User-Activity-Content View 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1384-1405
作者:  Shuwen Wang;  Xingquan Zhu;  Weiping Ding;  Amir Alipour Yengejeh
Adobe PDF(10999Kb)  |  收藏  |  浏览/下载：165/20  |  提交时间：2022/08/01
Classification  clustering  cyberbullying  natural language processing  social network  
Networked Knowledge and Complex Networks: An Engineering View 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1366-1383
作者:  Jinhu Lü;  Guanghui Wen;  Ruqian Lu;  Yong Wang;  Songmao Zhang
Adobe PDF(1876Kb)  |  收藏  |  浏览/下载：170/27  |  提交时间：2022/08/01
Complex network  knowledge graph  networked knowledge  neural network