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中国科学院西安光学精密机械研究所机构知识库
Xi'an Institute of Optics and Precision Mechanics,CAS
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光谱成像技术研究... [316]
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李学龙 [316]
卢孝强 [46]
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Context and Difference Enhancement Network for Change Detection
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15
作者:
Song, Dawei
;
Dong, Yongsheng
;
Li, Xuelong
Adobe PDF(5123Kb)
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浏览/下载:131/0
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提交时间:2022/12/02
Transformers
Feature extraction
Context modeling
Task analysis
Remote sensing
Data mining
Semantics
Change detection (CD)
content difference enhancement
global context
remote sensing
Eagle-Eye-Inspired Attention for Object Detection in Remote Sensing
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 7
作者:
Liu, Kang
;
Huang, Ju
;
Li, Xuelong
Adobe PDF(2850Kb)
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浏览/下载:127/0
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提交时间:2022/05/05
remote sensing
object detection
eagle-eye fovea network (EFNet)
anchor-free
attention mechanism
Human action recognition by multiple spatial clues network
期刊论文
Neurocomputing, 2022, 卷号: 483, 页码: 10-21
作者:
Zheng, Xiangtao
;
Gong, Tengfei
;
Lu, Xiaoqiang
;
Li, Xuelong
Adobe PDF(3746Kb)
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浏览/下载:180/3
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提交时间:2022/03/01
Human action recognition
Deep learning
Weakly supervised learning
Attention module
Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:
Yuan, Yuan
;
Dong, Le
;
Li, Xuelong
Adobe PDF(5662Kb)
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浏览/下载:191/0
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提交时间:2022/01/18
Tensors
TV
Hyperspectral imaging
Data models
Task analysis
Optimization
Data mining
Hyperspectral unmixing
low tensor rank
nonlocal similarity
nonnegative tensor factorization (NTF)
Tilt Correction Towards Building Detection of Remote Sensing Images
期刊论文
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 卷号: 14, 页码: 5854-5866
作者:
Liu, Kang
;
Jiang, Zhiyu
;
Xu, Mingliang
;
Perc, Matjaz
;
Li, Xuelong
Adobe PDF(8821Kb)
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浏览/下载:148/0
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提交时间:2021/06/22
Building detection
cost of building partition (CoBP)
deep neural network (DNN)
remote sensing
tilt correction (TC)
Vision-to-Language Tasks Based on Attributes and Attention Mechanism
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 2, 页码: 913-926
作者:
Li, Xuelong
;
Yuan, Aihong
;
Lu, Xiaoqiang
Adobe PDF(3082Kb)
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浏览/下载:153/0
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提交时间:2021/02/22
Deep learning
image captioning
multimodal
visual question answering (VQA)
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)
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浏览/下载:196/0
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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
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
作者:
Mou, Lichao
;
Lu, Xiaoqiang
;
Li, Xuelong
;
Zhu, Xiao Xiang
Adobe PDF(10395Kb)
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浏览/下载:220/0
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提交时间: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,
发明人:
卢孝强
;
李学龙
;
孙昊
Adobe PDF(508Kb)
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浏览/下载:170/2
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提交时间:2020/12/03
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
作者:
Zhao, Bin
;
Li, Xuelong
;
Lu, Xiaoqiang
Adobe PDF(2537Kb)
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浏览/下载:171/0
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提交时间: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
作者:
Li, Xuelong
;
Song, Dawei
;
Dong, Yongsheng
Adobe PDF(3095Kb)
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收藏
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浏览/下载:201/1
  |  
提交时间: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
作者:
Liu, Yun
;
Zhang, Rui
;
Nie, Feiping
;
Li, Xuelong
;
Ding, Chris
Adobe PDF(1723Kb)
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收藏
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浏览/下载:179/1
  |  
提交时间: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
作者:
Lu, Xiaoqiang
;
Chen, Yaxiong
;
Li, Xuelong
Adobe PDF(3109Kb)
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收藏
  |  
浏览/下载:224/0
  |  
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 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
作者:
Ji, Yanli
;
Yang, Yang
;
Shen, Fumin
;
Shen, Heng Tao
;
Li, Xuelong
Adobe PDF(2113Kb)
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浏览/下载:186/4
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提交时间:2020/07/20
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
作者:
Chen, Yaxiong
;
Lu, Xiaoqiang
;
Li, Xuelong
Adobe PDF(2408Kb)
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收藏
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浏览/下载:190/3
  |  
提交时间:2020/07/20
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
作者:
Lu, Xiaoqiang
;
Chen, Yaxiong
;
Li, Xuelong
Adobe PDF(3191Kb)
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收藏
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浏览/下载:197/2
  |  
提交时间:2020/06/24
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
作者:
Zhao, Chen
;
Li, Xuelong
;
Dong, Yongsheng
Adobe PDF(1222Kb)
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收藏
  |  
浏览/下载:206/1
  |  
提交时间:2020/06/02
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
作者:
Li, Bing Nan
;
Shan, Xiang
;
Xiang, Kui
;
Kobayashi, Etsuko
;
Wang, Meng
;
Li, Xuelong
Adobe PDF(2350Kb)
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收藏
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浏览/下载:193/0
  |  
提交时间: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
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
作者:
Pang, Yanwei
;
Xie, Jin
;
Nie, Feiping
;
Li, Xuelong
Adobe PDF(2521Kb)
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收藏
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浏览/下载:198/0
  |  
提交时间:2020/03/06
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
作者:
Zheng, Yunpeng
;
Li, Xuelong
;
Lu, Xiaoqiang
Adobe PDF(23484Kb)
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收藏
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浏览/下载:199/2
  |  
提交时间:2020/01/17
Action categorization
unsupervised learning
deep representations