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Robust Speckle-Autocorrelation Non-Line-of-Sight Imaging with Generative Adversarial Networks 会议论文
Thirteenth International Conference on Graphics and Image Processing, ICGIP 2021, Kunming, China, 2021-08-18
作者:  Chen, Yue;  Qu, Bo;  Lu, Xiaoqiang
Adobe PDF(753Kb)  |  收藏  |  浏览/下载：145/0  |  提交时间：2022/03/22
NLOS imaging  Generative adversarial network  Speckle-autocorrelation  Convolutional neural network  
Bio-Inspired Representation Learning for Visual Attention Prediction 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 7, 页码: 3562-3575
作者:  Yuan, Yuan;  Ning, Hailong;  Lu, Xiaoqiang
Adobe PDF(2877Kb)  |  收藏  |  浏览/下载：162/0  |  提交时间：2021/07/12
Bio-inspired  center-bias prior  contrast features  densely connected  reduction-attention  semantic features  visual attention prediction (VAP)  
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：215/0  |  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  
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：170/0  |  提交时间：2021/02/22
Deep learning  image captioning  multimodal  visual question answering (VQA)  
Real-time fire detection network for intelligent surveillance systems 会议论文
2nd International Conference on Computer Vision, Image, and Deep Learning, Liuzhou, China, 2021-06-25
作者:  Liu, Ruqi;  Wu, Siyuan;  Lu, Xiaoqiang
Adobe PDF(3060Kb)  |  收藏  |  浏览/下载：107/0  |  提交时间：2021/11/22
Fire detection  Surveillance, Yolov5  Single Stage Headless Context  Receptive Field Block  
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：252/0  |  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  
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)  |  收藏  |  浏览/下载：186/0  |  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  
Deep balanced discrete hashing for image retrieval 期刊论文
Neurocomputing, 2020, 卷号: 403, 页码: 224-236
作者:  Zheng, Xiangtao;  Zhang, Yichao;  Lu, Xiaoqiang
Adobe PDF(2896Kb)  |  收藏  |  浏览/下载：293/2  |  提交时间：2020/06/02
Image retrieval  Convolutional neural network  Balance controling  Discrete hashing  
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：206/2  |  提交时间：2020/06/24
Category-level Information  discrete deep hashing  image retrieval  ranking information  
Unsupervised variational auto-encoder hash algorithm based on multi-channel feature fusion 会议论文
Twelfth International Conference on Digital Image Processing, ICDIP 2020, Osaka, Japan, 2020-05-19
作者:  Wang, Huanting;  Qu, Bo;  Lu, Xiaoqiang;  Chen, Yaxiong
Adobe PDF(709Kb)  |  收藏  |  浏览/下载：140/1  |  提交时间：2020/08/21
Multi-channel feature fusion  Unsupervised hashing algorithm  VAE  Image retrieval