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Spatial-spectral Hyperspectral Image Classification via Multiple Random Anchor Graphs Ensemble Learning


Mar 25, 2021
Yanling Miao, Qi Wang, Mulin Chen, Xuelong Li


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Feature Weighted Non-negative Matrix Factorization


Mar 24, 2021
Mulin Chen, Maoguo Gong, Xuelong Li


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Entropy Minimizing Matrix Factorization


Mar 24, 2021
Mulin Chen, Xuelong Li


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Enhanced Principal Component Analysis under A Collaborative-Robust Framework


Mar 22, 2021
Rui Zhang, Hongyuan Zhang, Xuelong Li


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Multi-channel Deep Supervision for Crowd Counting


Mar 17, 2021
Bo Wei, Mulin Chen, Qi Wang, Xuelong Li


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Weather GAN: Multi-Domain Weather Translation Using Generative Adversarial Networks


Mar 09, 2021
Xuelong Li, Kai Kou, Bin Zhao


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Ensemble and Random Collaborative Representation-Based Anomaly Detector for Hyperspectral Imagery


Jan 06, 2021
Rong Wang, Wei Feng, Qianrong Zhang, Feiping Nie, Zhen Wang, Xuelong Li


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Sparse PCA via $l_{2,p}$-Norm Regularization for Unsupervised Feature Selection


Dec 29, 2020
Zhengxin Li, Feiping Nie, Jintang Bian, Xuelong Li


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BOTD: Bold Outline Text Detector


Dec 20, 2020
Chuang Yang, Zhitong Xiong, Mulin Chen, Qi Wang, Xuelong Li


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Muti-view Mouse Social Behaviour Recognition with Deep Graphical Model


Nov 04, 2020
Zheheng Jiang, Feixiang Zhou, Aite Zhao, Xin Li, Ling Li, Dacheng Tao, Xuelong Li, Huiyu Zhou

* 17 pages, 11 figures 

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A Flow Base Bi-path Network for Cross-scene Video Crowd Understanding in Aerial View


Sep 29, 2020
Zhiyuan Zhao, Tao Han, Junyu Gao, Qi Wang, Xuelong Li


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Graph Convolutional Auto-encoder with Bi-decoder and Adaptive-sharing Adjacency


Mar 10, 2020
Rui Zhang, Yunxing Zhang, Xuelong Li


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Adaptive Graph Auto-Encoder for General Data Clustering


Feb 22, 2020
Xuelong Li, Hongyuan Zhang, Rui Zhang

* 11 pages containing one page supplementary 

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Embedding Graph Auto-Encoder with Joint Clustering via Adjacency Sharing


Feb 20, 2020
Xuelong Li, Hongyuan Zhang, Rui Zhang

* 11 pages containing appendix 

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Spatial-Spectral Residual Network for Hyperspectral Image Super-Resolution


Jan 14, 2020
Qi Wang, Qiang Li, Xuelong Li


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NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting


Jan 10, 2020
Qi Wang, Junyu Gao, Wei Lin, Xuelong Li

* 8 pages, 3 figures 

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Robust and Efficient Fuzzy C-Means Clustering Constrained on Flexible Sparsity


Sep 05, 2019
Jinglin Xu, Junwei Han, Mingliang Xu, Feiping Nie, Xuelong Li


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Meta Learning for Task-Driven Video Summarization


Jul 29, 2019
Xuelong Li, Hongli Li, Yongsheng Dong

* IEEE Transactions on Industrial Electronics, 2019 
* 9 pages, 6 figures 

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An Iteratively Re-weighted Method for Problems with Sparsity-Inducing Norms


Jul 02, 2019
Feiping Nie, Zhanxuan Hu, Xiaoqian Wang, Rong Wang, Xuelong Li, Heng Huang

* 11 pages, 3 figures 

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Intrinsic Weight Learning Approach for Multi-view Clustering


Jun 21, 2019
Feiping Nie, Jing Li, Xuelong Li


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Vision-to-Language Tasks Based on Attributes and Attention Mechanism


May 29, 2019
Xuelong Li, Aihong Yuan, Xiaoqiang Lu

* 15 pages, 6 figures, 50 references 

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Learning Feature Sparse Principal Components


May 26, 2019
Lai Tian, Feiping Nie, Xuelong Li


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PCC Net: Perspective Crowd Counting via Spatial Convolutional Network


May 24, 2019
Junyu Gao, Qi Wang, Xuelong Li

* accepted by IEEE T-CSVT 

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Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification


May 07, 2019
Qi Wang, Xiange He, Xuelong Li

* IEEE Transactions on Geoscience and Remote Sensing ( Volume: 57 , Issue: 2 , Feb. 2019 ) 
* 14 pages, 7 figures, TGRS2019 

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GETNET: A General End-to-end Two-dimensional CNN Framework for Hyperspectral Image Change Detection


May 05, 2019
Qi Wang, Senior Member, IEEE, Zhenghang Yuan, Qian Du, Fellow, IEEE, Xuelong Li, Fellow, IEEE


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Optimal Clustering Framework for Hyperspectral Band Selection


Apr 30, 2019
Qi Wang, Fahong Zhang, Xuelong Li

* IEEE Trans. Geoscience and Remote Sensing, vol. 56, no. 10, pp. 5910-5922, 2018 

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