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基于层级Transformer的高光谱图像分类方法 期刊论文
测绘学报, 2023, 卷号: 52, 期号: 7
作者:  张艺超;  郑向涛;  卢孝强
Adobe PDF(777Kb)  |  收藏  |  浏览/下载：59/0  |  提交时间：2023/09/01
高光谱图像分类  层级融合  Transformer  自注意力机制  
Remote Sensing Image Retrieval by Deep Attention Hashing With Distance-Adaptive Ranking 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 卷号: 16, 页码: 4301-4311
作者:  Zhang, Yichao;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(5871Kb)  |  收藏  |  浏览/下载：55/0  |  提交时间：2023/07/13
Channel-spatial joint attention  deep hashing  distance-adaptive ranking  remote sensing image retrieval  
Dual Teacher: A Semisupervised Cotraining Framework for Cross-Domain Ship Detection 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61
作者:  Zheng, Xiangtao;  Cui, Haowen;  Xu, Chujie;  Lu, Xiaoqiang
Adobe PDF(4542Kb)  |  收藏  |  浏览/下载：30/0  |  提交时间：2023/08/18
Index Terms- Cross-domain object detection  dual-teacher framework  semisupervised object detection  ship detection  teacher-student model  
Multiple Source Domain Adaptation for Multiple Object Tracking in Satellite Video 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2023, 卷号: 61, 页码: 1-11
作者:  Zheng, Xiangtao;  Cui, Haowen;  Lu, Xiaoqiang
Adobe PDF(4608Kb)  |  收藏  |  浏览/下载：36/0  |  提交时间：2024/01/03
Cross-domain recognition  deep neural networks  multiple object tracking (MOT)  object detection  satellite video  
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：180/3  |  提交时间：2022/03/01
Human action recognition  Deep learning  Weakly supervised learning  Attention module  
Disentangled Representation Learning for Cross-modal Biometric Matching 期刊论文
IEEE Transactions on Multimedia, 2022, 卷号: 24, 页码: 1763-1774
作者:  Ning, Hailong;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Yuan, Yuan
Adobe PDF(6109Kb)  |  收藏  |  浏览/下载：151/1  |  提交时间：2021/05/07
Cross-modal biometric matching  Disentangled representation learning  Latent identity factors  Modalitydependent factors  
Visible-Infrared Person Re-Identification via Partially Interactive Collaboration 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 6951-6963
作者:  Zheng, Xiangtao;  Chen, Xiumei;  Lu, Xiaoqiang
Adobe PDF(2955Kb)  |  收藏  |  浏览/下载：83/0  |  提交时间：2022/11/30
Collaboration  Feature extraction  Training  Federated learning  Cameras  Task analysis  Representation learning  Person re-identification  cross-modality  collaborative learning  partially interactive-shared  
Remote Sensing Cross-Modal Retrieval by Deep Image-Voice Hashing 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15
作者:  Zhang, Yichao;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(3144Kb)  |  收藏  |  浏览/下载：79/0  |  提交时间：2022/12/02
Remote sensing  Codes  Feature extraction  Image retrieval  Semantics  Task analysis  Sensors  Convolutional neural network (CNN)  cross-modal retrieval  deep hashing  hash code  
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：135/0  |  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：120/1  |  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