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Ensemble of half-space trees for hyperspectral anomaly detection 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2022, 卷号: 65, 期号: 9
作者:  Huang, Ju;  Li, Xuelong
Adobe PDF(2153Kb)  |  收藏  |  浏览/下载：115/0  |  提交时间：2022/10/10
hyperspectral image  anomaly detection  extended morphological attribute profile  mass estimation  half-space tree  
Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:  Yuan, Yuan;  Dong, Le;  Li, Xuelong
Adobe PDF(5662Kb)  |  收藏  |  浏览/下载：194/0  |  提交时间：2022/01/18
Tensors  TV  Hyperspectral imaging  Data models  Task analysis  Optimization  Data mining  Hyperspectral unmixing  low tensor rank  nonlocal similarity  nonnegative tensor factorization (NTF)  
Two-stream network for infrared and visible images fusion 期刊论文
Neurocomputing, 2021, 卷号: 460, 页码: 50-58
作者:  Liu, Luolin;  Chen, Mulin;  Xu, Mingliang;  Li, Xuelong
Adobe PDF(3505Kb)  |  收藏  |  浏览/下载：195/0  |  提交时间：2021/09/06
Image fusion  Infrared image  Thermal image  Two-stream network  
Vision-to-Language Tasks Based on Attributes and Attention Mechanism 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 2, 页码: 913-926
作者:  Li, Xuelong;  Yuan, Aihong;  Lu, Xiaoqiang
Adobe PDF(3082Kb)  |  收藏  |  浏览/下载：153/0  |  提交时间：2021/02/22
Deep learning  image captioning  multimodal  visual question answering (VQA)  
Background Purification Framework With Extended Morphological Attribute Profile for Hyperspectral Anomaly Detection 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 8113-8124
作者:  Huang, Ju;  Liu, Kang;  Xu, Mingliang;  Perc, Matjaz;  Li, Xuelong
Adobe PDF(5483Kb)  |  收藏  |  浏览/下载：224/0  |  提交时间：2021/09/09
Anomaly detection  background purification  extended attribute profile (EAP)  hyperspectral image (HSI)  sparse representation (SR)  stacked autoencoder (SAE)  
Background purification framework with extended morphological attribute profile for hyperspectral anomaly detection 期刊论文
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 卷号: 14, 页码: 8113-8124
作者:  Huang, Ju;  Liu, Kang;  Xu, Mingliang;  Perc, Matja;  Li, Xuelong
Adobe PDF(5483Kb)  |  收藏  |  浏览/下载：116/0  |  提交时间：2022/02/07
Anomaly detection  background purification  extended attribute profile (EAP)  hyperspectral image (HSI)  sparse representation (SR)  stacked autoencoder (SAE)  
Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 12, 页码: 8246-8257
作者:  Mou, Lichao;  Lu, Xiaoqiang;  Li, Xuelong;  Zhu, Xiao Xiang
Adobe PDF(10395Kb)  |  收藏  |  浏览/下载：220/0  |  提交时间：2020/12/21
Hyperspectral imaging  Convolution  Task analysis  Recurrent neural networks  Semisupervised learning  Support vector machines  Graph convolutional network (GCN)  hyperspectral image classification  nonlocal graph  semisupervised learning  
Learning blur invariant binary descrip for face recognition 期刊论文
Neurocomputing, 2020, 卷号: 404, 页码: 34-40
作者:  Zhao, Chen;  Li, Xuelong;  Dong, Yongsheng
Adobe PDF(1222Kb)  |  收藏  |  浏览/下载：207/1  |  提交时间：2020/06/02
Blur robust face recognition  Feature learning  Binary descriptor  
Weather recognition via classification labels and weather-cue maps 期刊论文
Pattern Recognition, 2019, 卷号: 95, 页码: 272-284
作者:  Zhao, Bin;  Hua, Lulu;  Li, Xuelong;  Lu, Xiaoqiang;  Wang, Zhigang
Adobe PDF(3730Kb)  |  收藏  |  浏览/下载：302/1  |  提交时间：2019/07/17
Weather recognition  Weather-cue map  Multi-task framework  
From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 10, 页码: 3047-3058
作者:  Song, Jingkuan;  Guo, Yuyu;  Gao, Lianli;  Li, Xuelong;  Hanjalic, Alan;  Shen, Heng Tao
Adobe PDF(3046Kb)  |  收藏  |  浏览/下载：197/0  |  提交时间：2019/10/11
Recurrent neural network (RNN)  uncertainty  video captioning