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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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Robust subspace clustering by Cauchy loss function

Apr 28, 2019
Xuelong Li, Quanmao Lu, Yongsheng Dong, Dacheng Tao

* IEEE Transactions on Neural Networks and Learning Systems, 2018 
* 13 pages, 5 figures 

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Hierarchical Recurrent Neural Network for Video Summarization

Apr 28, 2019
Bin Zhao, Xuelong Li, Xiaoqiang Lu

* published by ACM Conference on MultiMedia 

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A CNN-RNN Architecture for Multi-Label Weather Recognition

Apr 24, 2019
Bin Zhao, Xuelong Li, Xiaoqiang Lu, Zhigang Wang

* One weather recognition dataset is constructed 

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A General Framework for Edited Video and Raw Video Summarization

Apr 24, 2019
Xuelong Li, Bin Zhao, Xiaoqiang Lu

* IEEE Transactions on Image Processing, 2017 

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3G structure for image caption generation

Apr 21, 2019
Aihong Yuan, Xuelong Li, Xiaoqiang Lu

* Neurocomputing 330: 17-28 (2019) 
* 35 pages, 7 figures, magazine 

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