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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：162/0  |  提交时间：2021/02/22
Deep learning  image captioning  multimodal  visual question answering (VQA)  
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：234/0  |  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  
Unsupervised learning of human action categories in still images with deep representations 期刊论文
ACM Transactions on Multimedia Computing, Communications and Applications, 2019, 卷号: 15, 期号: 4
作者:  Zheng, Yunpeng;  Li, Xuelong;  Lu, Xiaoqiang
Adobe PDF(23484Kb)  |  收藏  |  浏览/下载：204/2  |  提交时间：2020/01/17
Action categorization  unsupervised learning  deep representations  
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：309/1  |  提交时间：2019/07/17
Weather recognition  Weather-cue map  Multi-task framework  
Person Reidentification Based on Elastic Projections 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 1314-1327
作者:  Li, Xuelong;  Liu, Lina;  Lu, Xiaoqiang;  Li, XL (reprint author), Chinese Acad Sci, Inst Opt & Precis Mech, Ctr OPTical IMagery Anal & Learning OPTIMAL, State Key Lab Transient Opt & Photon, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(2236Kb)  |  收藏  |  浏览/下载：255/2  |  提交时间：2018/04/11
Machine Learning  Person Reidentification  Representative And Discriminative  Video Surveillance  
Hierarchical Recurrent Neural Hashing for Image Retrieval With Hierarchical Convolutional Features 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 1, 页码: 106-120
作者:  Lu, Xiaoqiang;  Chen, Yaxiong;  Li, Xuelong
Adobe PDF(2781Kb)  |  收藏  |  浏览/下载：242/1  |  提交时间：2017/12/25
Image Retrieval  Supervised Hashing  Hierarchical Convolutional Features  Hierarchical Rnn  
Multimodal learning via exploring deep semantic similarity 会议论文
MM 2016 - Proceedings of the 2016 ACM Multimedia Conference, Amsterdam, United kingdom, 2016-10-15
作者:  Hu, Di;  Lu, Xiaoqiang;  Li, Xuelong
Adobe PDF(437Kb)  |  收藏  |  浏览/下载：209/1  |  提交时间：2016/11/29
Semantics  
Learning hash functions using sparse reconstruction 会议论文
ICIMCS 2014 - Proceedings of the 6th International Conference on Internet Multimedia Computing and Service, Xiamen, China, 2014-07-10
作者:  Yuan, Yong;  Lu, Xiaoqiang;  Li, Xuelong
Adobe PDF(999Kb)  |  收藏  |  浏览/下载：247/2  |  提交时间：2015/03/31