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Optimal superpixel selection for hyperspectral image classification of limited training samples 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2021, 卷号: 42, 期号: 23, 页码: 9059-9075
作者:  Wang, Wenning;  Liu, Xuebin;  Mou, Xuanqin
Adobe PDF(8828Kb)  |  收藏  |  浏览/下载：128/0  |  提交时间：2021/11/12
Cross-Domain Scene Classification by Integrating Multiple Incomplete Sources 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 12, 页码: 10035-10046
作者:  Gong, Tengfei;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(4091Kb)  |  收藏  |  浏览/下载：134/1  |  提交时间：2021/12/10
Feature extraction  Optics  Distributed databases  Adversarial machine learning  Technological innovation  Sensors  Remote sensing  Cross-domain scene classification  incomplete source  multisource domain adaptation  unknown categories  
Density saliency for clustered building detection and population capacity estimation 期刊论文
Neurocomputing, 2021, 卷号: 458, 页码: 127-140
作者:  Liu, Kang;  Huang, Ju;  Xu, Mingliang;  Perc, Matja;  Li, Xuelong
Adobe PDF(5204Kb)  |  收藏  |  浏览/下载：219/0  |  提交时间：2021/09/06
Remote sensing  Clustered Building Detection (CBD)  Saliency heatmap  Deep Neural Network (DNN)  Population Capacity Estimation (PCE)  
Adaptive multiscale feature for object detection 期刊论文
Neurocomputing, 2021, 卷号: 449, 页码: 146-158
作者:  Yu, Xiaoyong;  Wu, Siyuan;  Lu, Xiaoqiang;  Gao, Guilong
Adobe PDF(2297Kb)  |  收藏  |  浏览/下载：200/1  |  提交时间：2021/05/08
Object detection  Classification network  Backbone network  Multiscale feature  Feature fusion  Adaptation  Anchor  Anchor-free  
Genetic-algorithm-based deep neural networks for highly efficient photonic device design 期刊论文
Photonics Research, 2021, 卷号: 9, 期号: 6, 页码: B247-B252
作者:  Ren, Yangming;  Zhang, Linxuan;  Wang, Weiqiang;  Wang, Xinyu;  Lei, Yufang;  Xue, Yulong;  Sun, Xiaochen;  Zhang, Wenfu
Adobe PDF(995Kb)  |  收藏  |  浏览/下载：199/3  |  提交时间：2021/06/21
Deep neural network oriented evolutionary parametric eye modeling 期刊论文
Pattern Recognition, 2021, 卷号: 113
作者:  Zheng, Yang;  Fu, Hong;  Li, Ruimin;  Hsung, Tai-Chiu;  Song, Zongxi;  Wen, Desheng
Adobe PDF(3803Kb)  |  收藏  |  浏览/下载：178/0  |  提交时间：2020/12/08
Parametric eye modeling  Deep neural network  Evolutionary search  Fitness evaluation  
Accelerating patch-based low-rank image restoration using kd-forest and Lanczos approximation 期刊论文
Information Sciences, 2021, 卷号: 556, 页码: 177-193
作者:  Guo, Qiang;  Zhang, Yongxia;  Qiu, Shi;  Zhang, Caiming
Adobe PDF(1839Kb)  |  收藏  |  浏览/下载：149/0  |  提交时间：2021/02/02
Image restoration  Low-rank approximation  Singular value decomposition  Kd-tree  Lanczos bidiagonalization  
TTH-RNN: Tensor-Train Hierarchical Recurrent Neural Network for Video Summarization 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 4, 页码: 3629-3637
作者:  Zhao, Bin;  Li, Xuelong;  Lu, Xiaoqiang
Adobe PDF(1796Kb)  |  收藏  |  浏览/下载：215/0  |  提交时间：2021/01/07
Recurrent neural networks  Training  Task analysis  Tensors  Matrix decomposition  Standards  Feature extraction  Hierarchical structure  tensor-train embedding layer  video summarization  
Person Reidentification via Unsupervised Cross-View Metric Learning 期刊论文
IEEE Transactions on Cybernetics, 2021, 卷号: 51, 期号: 4, 页码: 1849-1859
作者:  Feng, Yachuang;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(1240Kb)  |  收藏  |  浏览/下载：160/1  |  提交时间：2021/04/13
Metric learning  person reidentification (Re-ID)  unsupervised learning  view-specific mapping  
Novel Method Based on Hollow Laser Trapping-LIBS-Machine Learning for Simultaneous Quantitative Analysis of Multiple Metal Elements in a Single Microsized Particle in Air 期刊论文
ANALYTICAL CHEMISTRY, 2021, 卷号: 93, 期号: 4, 页码: 2281-2290
作者:  Niu, Chen;  Cheng, Xuemei;  Zhang, Tianlong;  Wang, Xing;  He, Bo;  Zhang, Wending;  Feng, Yaozhou;  Bai, Jintao;  Li, Hua
Adobe PDF(3107Kb)  |  收藏  |  浏览/下载：250/3  |  提交时间：2021/03/29