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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
Authors:  Zhao, Bin;  Li, Xuelong;  Lu, Xiaoqiang
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Recurrent neural networks  Training  Task analysis  Tensors  Matrix decomposition  Standards  Feature extraction  Hierarchical structure  tensor-train embedding layer  video summarization  
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
Authors:  Mou, Lichao;  Lu, Xiaoqiang;  Li, Xuelong;  Zhu, Xiao Xiang
Adobe PDF(10395Kb)  |  Favorite  |  View/Download：4/0  |  Submit date：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  
基于特征聚合卷积网络的遥感影像识别方法 专利
专利号: CN201910198418.0, 申请日期: 2020-11-17,
Inventors:  卢孝强;  李学龙;  孙昊
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Property-Constrained Dual Learning for Video Summarization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 3989-4000
Authors:  Zhao, Bin;  Li, Xuelong;  Lu, Xiaoqiang
Adobe PDF(2537Kb)  |  Favorite  |  View/Download：9/0  |  Submit date：2020/11/02
Generators  Task analysis  Recurrent neural networks  Machine learning  Training  Semantics  Learning systems  Dual learning  property model  recurrent neural network (RNN)  video summarization  
Hierarchical Feature Fusion Network for Salient Object Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 9165-9175
Authors:  Li, Xuelong;  Song, Dawei;  Dong, Yongsheng
Adobe PDF(3095Kb)  |  Favorite  |  View/Download：8/0  |  Submit date：2020/10/30
Feature extraction  Semantics  Image edge detection  Object detection  Fuses  Visualization  Image color analysis  Salient object detection  hierarchical feature fusion  edge information-guided  one-to-one hierarchical supervision strategy  
Supervised Dimensionality Reduction Methods via Recursive Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 9, 页码: 3269-3279
Authors:  Liu, Yun;  Zhang, Rui;  Nie, Feiping;  Li, Xuelong;  Ding, Chris
Adobe PDF(1723Kb)  |  Favorite  |  View/Download：9/0  |  Submit date：2020/10/23
Dimensionality reduction  Linear discriminant analysis  Eigenvalues and eigenfunctions  Learning systems  Computer science  Optical imaging  Optics  Optimal scaling (OS)  orthogonal least squares regression (OLSR)  orthogonal linear discriminant analysis (OLDA)  recursive regression  supervised dimensionality reduction  
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
Authors:  Lu, Xiaoqiang;  Chen, Yaxiong;  Li, Xuelong
Adobe PDF(3109Kb)  |  Favorite  |  View/Download：11/0  |  Submit date：2020/09/04
Correlation  Hash functions  Semantics  Training  Approximation algorithms  Convolution  Image retrieval  Category-level semantics  deep hashing  image retrieval  multi-scale contextual information  
Reconstructing of embedded high-aspect-ratio nano-voids generated by ultrafast laser bessel beams 期刊论文
Micromachines, 2020, 卷号: 11, 期号: 7
Authors:  Chen, Tianqu;  Zhang, Guodong;  Wang, Yishan;  Li, Xuelong;  Stoian, Razvan;  Cheng, Guanghua
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bessel beam  femtosecond laser  picosecond laser  fused silica  micro-nano hole  high-aspect-ratio  tomography  
A Survey of Human Action Analysis in HRI Applications 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 卷号: 30, 期号: 7, 页码: 2114-2128
Authors:  Ji, Yanli;  Yang, Yang;  Shen, Fumin;  Shen, Heng Tao;  Li, Xuelong
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Human-robot interaction  action recognition  action prediction  action imitation  datasets  robots  
Supervised deep hashing with a joint deep network 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 105
Authors:  Chen, Yaxiong;  Lu, Xiaoqiang;  Li, Xuelong
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Image retrieval  Supervised hashing  CNN  RNN  Deep learning  
Discrete Deep Hashing with Ranking Optimization for Image Retrieval 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2020, 卷号: 31, 期号: 6, 页码: 2052-2063
Authors:  Lu, Xiaoqiang;  Chen, Yaxiong;  Li, Xuelong
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Category-level Information  discrete deep hashing  image retrieval  ranking information  
Learning blur invariant binary descrip for face recognition 期刊论文
Neurocomputing, 2020, 卷号: 404, 页码: 34-40
Authors:  Zhao, Chen;  Li, Xuelong;  Dong, Yongsheng
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Blur robust face recognition  Feature learning  Binary descriptor  
OpenMRE: A Numerical Platform for MRE Study 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 3, 页码: 1111-1121
Authors:  Li, Bing Nan;  Shan, Xiang;  Xiang, Kui;  Kobayashi, Etsuko;  Wang, Meng;  Li, Xuelong
Adobe PDF(2350Kb)  |  Favorite  |  View/Download：36/0  |  Submit date：2020/04/13
Elasticity  Propagation  Biological tissues  Numerical models  Magnetic resonance imaging  Inverse problems  Elastography  forward problem  inverse problem  magnetic resonance elastography (MRE)  numerical simulation  
Design and fabrication of dual-scale broadband antireflective structures on metal surfaces by using nanosecond and femtosecond lasers 期刊论文
Micromachines, 2020, 卷号: 11, 期号: 1
Authors:  Lou, Rui;  Zhang, Guodong;  Li, Guangying;  Li, Xuelong;  Liu, Qing;  Cheng, Guanghua
Adobe PDF(3104Kb)  |  Favorite  |  View/Download：39/2  |  Submit date：2020/03/10
antireflective surfaces  nanosecond laser  femtosecond laser  micro-nano hybrid structures  broadband spectrum  
Spectral Clustering by Joint Spectral Embedding and Spectral Rotation 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 1, 页码: 247-258
Authors:  Pang, Yanwei;  Xie, Jin;  Nie, Feiping;  Li, Xuelong
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Normalized cut (Ncut)  spectral clustering  spectral rotation  
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
Authors:  Zheng, Yunpeng;  Li, Xuelong;  Lu, Xiaoqiang
Adobe PDF(23484Kb)  |  Favorite  |  View/Download：48/0  |  Submit date：2020/01/17
Action categorization  unsupervised learning  deep representations  
An efficient framework for unsupervised feature selection 期刊论文
NEUROCOMPUTING, 2019, 卷号: 366, 页码: 194-207
Authors:  Zhang, Han;  Zhang, Rui;  Nie, Feiping;  Li, Xuelong
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Efficient unsupervised feature selection  Bipartite graph  Discrete indicator matrix  Uncorrelated regression model  
From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 10, 页码: 3047-3058
Authors:  Song, Jingkuan;  Guo, Yuyu;  Gao, Lianli;  Li, Xuelong;  Hanjalic, Alan;  Shen, Heng Tao
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Recurrent neural network (RNN)  uncertainty  video captioning  
Physarum inspires research beyond biomimetic algorithms Reply to comments on "Does being multi-headed make you better at solving problems?" 期刊论文
PHYSICS OF LIFE REVIEWS, 2019, 卷号: 29, 页码: 51-54
Authors:  Gao, Chao;  Liu, Chen;  Schenz, Daniel;  Li, Xuelong;  Zhang, Zili;  Jusup, Marko;  Wang, Zhen;  Beekman, Madeleine;  Nakagaki, Toshiyuki
Adobe PDF(425Kb)  |  Favorite  |  View/Download：63/0  |  Submit date：2019/09/24
Evolution  Biomimicry  Memory  Learning  Minimal cognition  
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
Authors:  Gao, Chao;  Liu, Chen;  Schenz, Daniel;  Li, Xuelong;  Zhang, Zili;  Jusup, Marko;  Wang, Zhen;  Beekman, Madeleine;  Nakagaki, Toshiyuki
Adobe PDF(4064Kb)  |  Favorite  |  View/Download：52/0  |  Submit date：2019/09/24
Modelling and computation  Bio-inspired computing  Physarum polycephalum  Intelligent behaviour  Complex problem solving