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Deep Category-Level and Regularized Hashing With Global Semantic Similarity Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 12, 页码: 6240-6252
作者:  Chen, Yaxiong;  Lu, Xiaoqiang
Adobe PDF(2358Kb)  |  收藏  |  浏览/下载：131/0  |  提交时间：2022/01/26
Semantics  Binary codes  Image retrieval  Force  Machine learning  Cybernetics  Benchmark testing  Category-level semantics  deep feature similarity  deep hashing  image retrieval  
TTH-RNN: Tensor-Train Hierarchical Recurrent Neural Network for Video Summarization 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 4, 页码: 3629-3637
作者:  Zhao, Bin;  Li, Xuelong;  Lu, Xiaoqiang
Adobe PDF(1796Kb)  |  收藏  |  浏览/下载：200/0  |  提交时间：2021/01/07
Recurrent neural networks  Training  Task analysis  Tensors  Matrix decomposition  Standards  Feature extraction  Hierarchical structure  tensor-train embedding layer  video summarization  
Siamese Dilated Inception Hashing With Intra-Group Correlation Enhancement for Image Retrieval 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 8, 页码: 3032-3046
作者:  Lu, Xiaoqiang;  Chen, Yaxiong;  Li, Xuelong
Adobe PDF(3109Kb)  |  收藏  |  浏览/下载：240/0  |  提交时间：2020/09/04
Correlation  Hash functions  Semantics  Training  Approximation algorithms  Convolution  Image retrieval  Category-level semantics  deep hashing  image retrieval  multi-scale contextual information  
A deep hashing technique for remote sensing image-sound retrieval 期刊论文
Remote Sensing, 2020, 卷号: 12, 期号: 1
作者:  Chen, Yaxiong;  Lu, Xiaoqiang
Adobe PDF(4010Kb)  |  收藏  |  浏览/下载：167/3  |  提交时间：2020/03/12
cross-modal retrieval  deep hash codes  semantic similarity relationships  remote sensing  
A Hybrid Level Set With Semantic Shape Constraint for Object Segmentation 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 5, 页码: 1558–1569
作者:  Wang, Bin;  Yuan, Xiuying;  Gao, Xinbo;  Li, Xuelong;  Tao, Dacheng
Adobe PDF(3013Kb)  |  收藏  |  浏览/下载：261/0  |  提交时间：2019/04/12
Active contour model (ACMs)  image segmentation  kernelization  level set method (LSM)  shape context  shape prior  topology-preserving  
Spectral clustering based on iterative optimization for large-scale and high-dimensional data 期刊论文
Neurocomputing, 2018, 卷号: 318, 页码: 227-235
作者:  Zhao, Yang;  Yuan, Yuan;  Nie, Feiping;  Wang, Qi
Adobe PDF(1282Kb)  |  收藏  |  浏览/下载：193/0  |  提交时间：2018/10/17
Manifold Learning  Spectral Clustering  Multi-task Learning  
Dimensionality Reduction by Spatial-Spectral Preservation in Selected Bands 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 9, 页码: 5185-5197
作者:  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang;  Lu, XQ
Adobe PDF(2869Kb)  |  收藏  |  浏览/下载：245/2  |  提交时间：2017/09/20
Band Selection  Determinantal Point Process (Dpp)  Dimensionality Reduction (Dr)  Multiple Laplacian Eigenmaps (Mles)  
Collective Representation for Abnormal Event Detection 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2017, 卷号: 32, 期号: 3, 页码: 470-479
作者:  Ye, Renzhen;  Li, Xuelong;  Ye, Renzhen (yerenzhen@mail.hzau.edu.cn)
Adobe PDF(1873Kb)  |  收藏  |  浏览/下载：253/1  |  提交时间：2017/05/31
Abnormal Detection  Collective Representation  Dictionary Learning  
Secrecy-Optimized Resource Allocation for Device-to-Device Communication Underlaying Heterogeneous Networks 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2017, 卷号: 66, 期号: 2, 页码: 1822-1834
作者:  Zhang, Kecheng;  Peng, Mugen;  Zhang, Ping;  Li, Xuelong;  Peng, Mugen (pmg@bupt.edu.cn)
Adobe PDF(1045Kb)  |  收藏  |  浏览/下载：184/0  |  提交时间：2017/03/06
Device-to-device (D2d) Communication  Heterogeneous Network (Hetnet)  Resource Allocation  Secure Capacity  
Scalable Linear Visual Feature Learning via Online Parallel Nonnegative Matrix Factorization 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2628-2642
作者:  Zhao, Xueyi;  Li, Xi;  Zhang, Zhongfei;  Shen, Chunhua;  Zhuang, Yueting;  Gao, Lixin;  Li, Xuelong;  Li, X (reprint author), Zhejiang Univ, Coll Comp Sci, Hangzhou 310027, Zhejiang, Peoples R China.
Adobe PDF(3419Kb)  |  收藏  |  浏览/下载：207/1  |  提交时间：2016/12/30
Feature Learning  Nonnegative Matrix Factorization (Nmf)  Online Algorithm  Parallel Computing