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Exploring Contrastive Representation for Weakly-Supervised Glacial Lake Extraction 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 5
作者:  Zhao, Hang;  Wang, Shuang;  Liu, Xuebin;  Chen, Fang
Adobe PDF(4541Kb)  |  收藏  |  浏览/下载：79/0  |  提交时间：2023/04/04
glacial lake extraction  Landsat-8 OLI  weakly-supervised segmentation  contrastive learning  
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  
Does being multi-headed make you better at solving problems? A survey of Physarum-based models and computations 期刊论文
PHYSICS OF LIFE REVIEWS, 2019, 卷号: 29, 页码: 1-26
作者:  Gao, Chao;  Liu, Chen;  Schenz, Daniel;  Li, Xuelong;  Zhang, Zili;  Jusup, Marko;  Wang, Zhen;  Beekman, Madeleine;  Nakagaki, Toshiyuki
Adobe PDF(4064Kb)  |  收藏  |  浏览/下载：179/0  |  提交时间：2019/09/24
Modelling and computation  Bio-inspired computing  Physarum polycephalum  Intelligent behaviour  Complex problem solving  
Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 5, 页码: 1859–1872
作者:  Lu, Yuwu;  Lai, Zhihui;  Li, Xuelong;  Wong, Wai Keung;  Yuan, Chun;  Zhang, David
Adobe PDF(1718Kb)  |  收藏  |  浏览/下载：236/0  |  提交时间：2019/04/12
2-D neighborhood preserving projection (2DNPP)  image representation  low-rank  robust feature extraction  
Calibrated multi-task learning 会议论文
KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, London, United kingdom, 2018-08-19
作者:  Nie, Feiping;  Hu, Zhanxuan;  Li, Xuelong
Adobe PDF(1278Kb)  |  收藏  |  浏览/下载：165/0  |  提交时间：2018/09/27
Reweighted Infrared Patch-Tensor Model With Both Nonlocal and Local Priors for Single-Frame Small Target Detection 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 卷号: 10, 期号: 8, 页码: 3752-3767
作者:  Dai, Yimian;  Wu, Yiquan;  Wu, YQ
Adobe PDF(1655Kb)  |  收藏  |  浏览/下载：283/0  |  提交时间：2017/09/14
Infrared Patch-tensor Model  Infrared Small Target Detection  Local Structure Prior  Nonlocal Self-correlation Prior  Reweighted Higher Order Robust Principal Component Analysis  
Weakly Supervised Multimodal Kernel for Categorizing Aerial Photographs 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 8, 页码: 3748-3758
作者:  Xia, Yingjie;  Zhang, Luming;  Liu, Zhenguang;  Nie, Liqiang;  Li, Xuelong;  Zhang, Luming (zglumg@gmail.com)
Adobe PDF(1484Kb)  |  收藏  |  浏览/下载：206/0  |  提交时间：2017/07/06
Multimodal  Categorization  Aerial Photograph  Image Kernel  Weakly-supervised  
Orthogonal self-guided similarity preserving projection for classification and clustering 期刊论文
NEURAL NETWORKS, 2017, 卷号: 88, 页码: 1-8
作者:  Fang, Xiaozhao;  Xu, Yong;  Li, Xuelong;  Lai, Zhihui;  Teng, Shaohua;  Fei, Lunke;  Xu, Y (reprint author), Harbin Inst Technol, Shenzhen Grad Sch, Biocomp Res Ctr, Shenzhen 518055, Guangdong, Peoples R China.
Adobe PDF(813Kb)  |  收藏  |  浏览/下载：165/0  |  提交时间：2017/05/26
Dimensionality Reduction  Intrinsic Structure  Subspace Clustering  Feature Representation  
Large Sparse Cone Non-negative Matrix Factorization for Image Annotation 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2017, 卷号: 8, 期号: 3
作者:  Tao, Dapeng;  Tao, Dacheng;  Li, Xuelong;  Gao, Xinbo
Adobe PDF(711Kb)  |  收藏  |  浏览/下载：274/3  |  提交时间：2017/05/17
Non-negative Matrix Factorization  Image Annotation  Nesterovs Optimal Gradient  Sparseness Constraint  
Robust Sparse Coding for Mobile Image Labeling on the Cloud 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 卷号: 27, 期号: 1, 页码: 62-72
作者:  Tao, Dapeng;  Cheng, Jun;  Gao, Xinbo;  Li, Xuelong;  Deng, Cheng
Adobe PDF(1382Kb)  |  收藏  |  浏览/下载：243/0  |  提交时间：2017/04/05
Cloud Computing  Correntropy  Mobile Image  Labeling  Sparse Coding