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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)  |  收藏  |  浏览/下载：195/3  |  提交时间：2022/03/01
Human action recognition  Deep learning  Weakly supervised learning  Attention module  
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)  |  收藏  |  浏览/下载：164/0  |  提交时间：2021/02/22
Deep learning  image captioning  multimodal  visual question answering (VQA)  
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)  |  收藏  |  浏览/下载：160/0  |  提交时间：2021/06/22
Building detection  cost of building partition (CoBP)  deep neural network (DNN)  remote sensing  tilt correction (TC)  
Hierarchical Edge Refinement Network for Saliency Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 7567-7577
作者:  Song, Dawei;  Dong, Yongsheng;  Li, Xuelong
Adobe PDF(3064Kb)  |  收藏  |  浏览/下载：233/0  |  提交时间：2021/09/30
Image edge detection  Feature extraction  Saliency detection  Data mining  Convolution  Semantics  Visualization  Saliency detection  edge preserving network  atrous spatial pyramid pooling module  one-to-one hierarchical supervision strategy  
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)  |  收藏  |  浏览/下载：236/0  |  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  
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)  |  收藏  |  浏览/下载：218/1  |  提交时间：2020/06/02
Blur robust face recognition  Feature learning  Binary descriptor  
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)  |  收藏  |  浏览/下载：198/3  |  提交时间：2020/07/20
Image retrieval  Supervised hashing  CNN  RNN  Deep learning  
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)  |  收藏  |  浏览/下载：191/1  |  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)  |  收藏  |  浏览/下载：259/0  |  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  
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)  |  收藏  |  浏览/下载：201/2  |  提交时间：2020/06/24
Category-level Information  discrete deep hashing  image retrieval  ranking information