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Dimensionality Reduction Based on PARAFAC Model 期刊论文
JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2019, 卷号: 63, 期号: 6
作者:  Yan, Ronghua;  Peng, Jinye;  Ma, Dongmei
Adobe PDF(2868Kb)  |  收藏  |  浏览/下载：191/1  |  提交时间：2020/03/02
Hierarchical and Robust Convolutional Neural Network for Very High-Resolution Remote Sensing Object Detection 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 8, 页码: 5535-5548
作者:  Zhang, Yuanlin;  Yuan, Yuan;  Feng, Yachuang;  Lu, Xiaoqiang
Adobe PDF(11192Kb)  |  收藏  |  浏览/下载：348/3  |  提交时间：2019/08/13
Convolutional neural networks (CNNs)  hierarchical robust CNN (HRCNN)  hierarchical spatial semantic (HSS)  object detection  remote sensing images (RSIs)  rotation and scaling robust enhancement (RSRE)  
Flexible Affinity Matrix Learning for Unsupervised and Semisupervised Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 4, 页码: 1133-1149
作者:  Fang, Xiaozhao;  Han, Na;  Wong, Wai Keung;  Teng, Shaohua;  Wu, Jigang;  Xie, Shengli;  Li, Xuelong
Adobe PDF(4698Kb)  |  收藏  |  浏览/下载：261/0  |  提交时间：2019/04/17
Affinity matrix  clustering  low-rank representation (LRR)  sparse representation  
Query-aware sparse coding for web multi-video summarization 期刊论文
Information Sciences, 2019, 卷号: 478, 页码: 152-166
作者:  Ji, Zhong;  Ma, Yaru;  Pang, Yanwei;  Li, Xuelong
Adobe PDF(3035Kb)  |  收藏  |  浏览/下载：207/0  |  提交时间：2018/12/20
Dimensionality reduction based on parallel factor analysis model and independent component analysis method 期刊论文
JOURNAL OF APPLIED REMOTE SENSING, 2019, 卷号: 13, 期号: 1
作者:  Yan, Ronghua;  Peng, Jinye;  Ma, Dongmei
Adobe PDF(4758Kb)  |  收藏  |  浏览/下载：186/0  |  提交时间：2019/04/29
dimensionality reduction  tensor processing  hyperspectral image  parallel factor analysis  independent component analysis  
3G structure for image caption generation 期刊论文
Neurocomputing, 2019, 卷号: 330, 页码: 17-28
作者:  Yuan, Aihong;  Li, Xuelong;  Lu, Xiaoqiang
Adobe PDF(3091Kb)  |  收藏  |  浏览/下载：160/1  |  提交时间：2019/03/04
Detection Analysis of Epileptic EEG Using a Novel Random Forest Mode Combined With Grid Search Optimization 期刊论文
FRONTIERS IN HUMAN NEUROSCIENCE, 2019, 卷号: 13
作者:  Wang, Xiashuang;  Gong, Guanghong;  Li, Ni;  Qiu, Shi
Adobe PDF(3280Kb)  |  收藏  |  浏览/下载：168/0  |  提交时间：2019/03/20
continuous electroencephalography  grid search optimization  random forest  epileptic seizure detection  simulation model  
Fast Spectral Clustering for Unsupervised Hyperspectral Image Classification 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 4
作者:  Zhao, Yang;  Yuan, Yuan;  Wang, Qi
Adobe PDF(1093Kb)  |  收藏  |  浏览/下载：293/0  |  提交时间：2019/04/12
spectral clustering  hyperspectral image classification  remote sensing  manifold learning  unsupervised learning  
A Novel Double-Index-Constrained, Multi-view, Fuzzy-Clustering Algorithm and Its Application for Detecting Epilepsy Electroencephalogram Signals 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 103823-103832
作者:  Zhu, Jiaqi;  Li, Kang;  Xia, Kaijian;  Gu, Xiaoqing;  Xue, Jing;  Qiu, Shi;  Jiang, Yizhang;  Qian, Pengjiang
Adobe PDF(7160Kb)  |  收藏  |  浏览/下载：192/0  |  提交时间：2019/09/19
Epileptic detecting  multi-view clustering  double-index-constrained fuzzy clustering algorithm  
Hyperspectral Anomaly Detection via Sparse Dictionary Learning Method of Capped Norm 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 16132-16144
作者:  Yuan, Yuan;  Ma, Dandan;  Wang, Qi
Adobe PDF(7643Kb)  |  收藏  |  浏览/下载：253/0  |  提交时间：2019/03/14
Anomaly detection  hyperspectral images  sparse  dictionary learning  capped norm