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Rotation-Invariant Attention Network for Hyperspectral Image Classification 期刊论文
IEEE Transactions on Image Processing, 2022, 卷号: 31, 页码: 4251-4265
作者:  Zheng, Xiangtao;  Sun, Hao;  Lu, Xiaoqiang;  Xie, Wei
Adobe PDF(3409Kb)  |  收藏  |  浏览/下载：165/0  |  提交时间：2022/07/21
Hyperspectral image classification  convolutional neural network  rotation-invariant network  spectralspatial feature extraction  attention mechanism  
Cross-Domain Scene Classification by Integrating Multiple Incomplete Sources 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 12, 页码: 10035-10046
作者:  Gong, Tengfei;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(4091Kb)  |  收藏  |  浏览/下载：133/1  |  提交时间：2021/12/10
Feature extraction  Optics  Distributed databases  Adversarial machine learning  Technological innovation  Sensors  Remote sensing  Cross-domain scene classification  incomplete source  multisource domain adaptation  unknown categories  
Local and correlation attention learning for subtle facial expression recognition 期刊论文
Neurocomputing, 2021, 卷号: 453, 页码: 742-753
作者:  Wang, Shaocong;  Yuan, Yuan;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(2425Kb)  |  收藏  |  浏览/下载：184/0  |  提交时间：2020/10/30
Facial expression recognition  Feature extraction  Neural network  Attention mechanism  
Bidirectional Interaction Network for Person Re-Identification 期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 1935-1948
作者:  Chen, Xiumei;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(2787Kb)  |  收藏  |  浏览/下载：187/1  |  提交时间：2021/02/03
Person re-identification  convolutional neural network  bidirectional integration  bilinear pooling  
Spectral-Spatial Attention Network for Hyperspectral Image Classification 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 5, 页码: 3232-3245
作者:  Sun, Hao;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Wu, Siyuan
Adobe PDF(3278Kb)  |  收藏  |  浏览/下载：355/3  |  提交时间：2020/05/20
Attention  convolutional neural network (CNN)  hyperspectral image (HSI) classification  spectral–spatial feature extraction  
Multisource Compensation Network for Remote Sensing Cross-Domain Scene Classification 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 4, 页码: 2504-2515
作者:  Lu, Xiaoqiang;  Gong, Tengfei;  Zheng, Xiangtao
Adobe PDF(2825Kb)  |  收藏  |  浏览/下载：222/3  |  提交时间：2020/04/23
Cross-domain scene classification  domain adaptation  multisource compensation  remote sensing scene classification  
A Deep Scene Representation for Aerial Scene Classification 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: 57, 期号: 7, 页码: 4799-4809
作者:  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(3061Kb)  |  收藏  |  浏览/下载：216/3  |  提交时间：2019/07/17
Aerial scene classification  convolutional neural networks (CNNs)  Fisher vector (FV)  multiscale representation  
Sample and Structure-Guided Network for Road Crack Detection 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 130032-130043
作者:  Wu, Siyuan;  Fang, Jie;  Zheng, Xiangtao
Adobe PDF(4285Kb)  |  收藏  |  浏览/下载：197/2  |  提交时间：2019/10/11
Road crack detection  neural network  representation capability  sample imbalance  structural information  
Latent Semantic Minimal Hashing for Image Retrieval 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 1, 页码: 355-368
作者:  Lu, Xiaoqiang;  Zheng, Xiangtao;  Li, Xuelong
Adobe PDF(4306Kb)  |  收藏  |  浏览/下载：315/1  |  提交时间：2017/03/06
Hashing  Approximate Nearest Neighbor  Latent Semantic  Image Retrieval  
A discriminative representation for human action recognition 期刊论文
PATTERN RECOGNITION, 2016, 卷号: 59, 页码: 88-97
作者:  Yuan, Yuan;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Lu, Xiaoqiang (luxiaoqiang@opt.ac.cn)
Adobe PDF(958Kb)  |  收藏  |  浏览/下载：279/1  |  提交时间：2016/10/13
Action Recognition  Discriminative Representation  Classifier  Maximum Likelihood