作者： Wang, Ao¹; Li, Wei¹; Wu, Xin¹; Huang, Zhanchao¹; Tao, Ran¹

出处： 2022 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2022 Kuala Lumpur, Malaysia 2022

会议录： Vol.Vol.2022-July 3095-3098

作者： Xing, Ruo-Qi^{1, 2}; Liang, Xin^{1, 2}; Shen, De-Ming^{1, 2}; Wei, Hong-Tao^{1, 2}; Fan, Sai-Hui^{1, 2}; Liu, Er-Zhuo^{1, 2}; Lu, Ming-Feng^{1, 2}; Wu, Jin-Min³; Tao, Ran^{1, 2}

出处： 5th Optics Young Scientist Summit, OYSS 2022 Fuzhou, China 2022

作者： Zhao, Xudong^{1, 2}; Zhang, Mengmeng¹; Tao, Ran¹; Li, Wei¹; Liao, Wenzhi³; Philips, Wilfried²

出处： 2022 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2022 Kuala Lumpur, Malaysia 2022

会议录： Vol.2022-July 699-702

作者： Wang, Yinjian¹; Li, Wei¹; Liu, Na¹; Tao, Ran¹

出处： 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, WHISPERS 2022 Rome, Italy 2022

作者： 赵旭东，陶然，李伟，张蒙蒙 （北京理工大学信息与电子学院）

出处： 电子学报 2022 第50卷 第12期 P2874-2883

关键词： 高光谱图像；分数域信息提取；特征提取；异常检测；高光谱图像分类；多源遥感

摘要： 高光谱传感技术具有光谱、空间、辐射等信息同步获取的优势，促使地物描述呈现多尺度、多角度、多维度的特性，基于高光谱图像实施信息精确提取及解析，是建设先进对地观测系统等国家战略的核心需求.然而，高光谱图像信息提取存在光谱维诊断信息不确定、空间维信息利用不充分、协同维信息表征不全面等问题，导致信息感知与解 ...

作者： 鲁溟峰，陶然 （北京理工大学信息与电子学院）

出处： 信息对抗技术 2022 第1期 P11-23

关键词： 对抗样本；深度神经网络；白盒攻击；黑盒攻击；数字域攻击；物理域攻击

摘要： 随着深度学习理论的迅速发展，基于深度神经网络的各项技术得到了广泛的应用，并且在众多应用领域取得了出乎意料的实践效果。然而，近年来大量研究发现，深度神经网络普遍存在天然缺陷，容易受到对抗样本的威胁，严重影响模型使用的安全性，因此对该领域的研究已经成为深度学习相关领域的热门研究方向。研究对抗样本有利于暴 ...

作者： Li, Wei¹;Gao, Yunhao¹;Zhang, Mengmeng¹;Tao, Ran¹;Du, Qian²; （¹School of Information and Electronics and the Beijing Key Laboratory of Fractional Signals and Systems, Beijing Institute of Technology, Beijing 100081, China.;²Department of Electrical and Computer Engineering, Mississippi State University, Starkville, MS 39762 USA.）

出处： IEEE Transactions on Neural Networks and Learning Systems 2022 PP No.99 P1-14

关键词： FEATURE-EXTRACTION;OPTICAL-IMAGES;LAND-COVER

摘要： Joint classification using multisource remote sensing data for Earth observation is promising but challenging. Due to the gap of imaging mechanism and ...

作者： Zhang, Mengmeng;Li, Wei;Tao, Ran;Li, Hengchao;Du, Qian （¹School of Information and Electronics, Beijing Institute of Technology, Beijing, China;²Sichuan Provincial Key Laboratory of Information Coding and Transmission, Southwest Jiaotong University, Chengdu, China;³Department of Electrical and Computer Engineering, Mississippi State University, Starkville, MS, United States）

出处： IEEE Transactions on Geoscience and Remote Sensing 2022 Vol.60 No.1 P1-12

关键词： EXTINCTION PROFILES;WAVE-FORM;REPRESENTATION

摘要： Joint use of multisensor information has attracted considerable attention in the remote sensing community. While applications in land-cover observatio ...

作者： Pang, Dongdong;Shan, Tao;Li, Wei;Ma, Pengge;Tao, Ran;Ma, Yueran （¹Beijing Key Laboratory of Fractional Signals and Systems, School of Information and Electronics, Beijing Institute of Technology, Beijing, China;²School of Intelligent Engineering, Zhengzhou University of Aeronautics, Zhengzhou, China;³School of Artificial Intelligence, Beijing Normal University, Beijing, China）

出处： IEEE Transactions on Geoscience and Remote Sensing 2022 Vol.60 No.1 P1-15

关键词： DIM

摘要： Infrared (IR) small target detection in the complex background is an important but challenging research hotspot in the field of target detection. The ...

作者： Su,Xinhua¹;Tao,Ran²;Li,Yongzhe²; （¹School of Sports Engineering (China Big Data Center for Sports), Beijing Sport University, Beijing, 100084, China;²School of Information and Electronics, Beijing Institute of Technology, Beijing, also with Beijing Key Laboratory of Fractional Signals and Systems, Beijing, 100081, China）

出处： Signal Processing 2022 Vol.198

摘要： Phase retrieval (PR) problems aim to recover the phase from intensity measurements and are relevant in many applications such as X-ray crystallography ...