发明人：唐晓刚，任彦洁，郇浩，陶然，张斌权，李炯，高明慧

申请日期：2022.04.11

摘要：本发明实施例公开了一种具有注意力机制时间卷积网络的信号调制识别算法。本发明实施例通过获取待识别调制信号数据；将所述待识别调制信号数据进行采样处理，确定待识别调制信号序列；将所述待识别调制信号序列输入到预先训练的结合注意力机制的时间卷积网络模型，确定出所述待识别调制信号序列的目标调制方式。通过上述方法 ...

作者：Wang, Ao;Li, Wei;Wu, Xin;Huang, Zhanchao;Tao, Ran （¹School of Information and Electronics, Beijing Institute of Technology, China）

出处：arXiv 2022

摘要：Infrared small target detection (ISTD) has attracted widespread attention and been applied in various fields. Due to the small size of infrared target ...

作者：Zhang, Kun;Ma, Lian-hua;Song, Zi-zhen;Gao, Hong;Zhou, Wei;Liu, Jia;Tao, Ran （¹Non-destructive Testing Laboratory, School of Quality and Technical Supervision, Hebei University, Baoding; 071002, China;²China Academy of Space Technology, Beijing; 100094, China;³Beijing Key Laboratory of Lightweight Multi-functional Composite Materials and Structures, Institute of Advanced Structure Technology, Beijing Institute of Technology, Beijing; 100081, China）

出处：Composite Structures 2023

摘要：The authors regret a mismatched citation error regarding Ref. [6] of this paper, which should be another publication. We consider this citation error ...

作者：Huang, Zhanchao;Li, Wei;Xia, Xiang-Gen;Wang, Hao;Jie, Feiran;Tao, Ran （¹The School of Information and Electronics, Beijing Institute of Technology, Beijing Key Lab of Fractional Signals and Systems, Beijing; 100081, China;²The Department of Electrical and Computer Engineering, University of Delaware, Newark; DE; 19716, United States;³The Luoyang Institute of Electro-Optical Equipment, The Aviation Industry Corporation of China, Ltd., Henan, Luoyang; 471000, China）

出处：arXiv 2022

摘要：A few lightweight convolutional neural network (CNN) models have been recently designed for remote sensing object detection (RSOD). However, most of t ...

作者：Liu, Na;Li, Wei;Wang, Yinjian;Tao, Ran;Du, Qian;Chanussot, Jocelyn （¹School of Information and Electronics, Beijing Institute of Technology, Beijing Key Laboratory of Fractional Signals and Systems, Beijing; 100081, China;²Department of Electrical and Computer Engineering, Mississippi State University, Starkville; MS; 39762, United States;³University of Grenoble Alpes, INRIA, CNRS, Grenoble INP, LJK, Grenoble; 38000, France;⁴Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing; 100094, China）

出处：arXiv 2022

摘要：The ability of capturing fine spectral discriminative information enables hyperspectral images (HSIs) to observe, detect and identify objects with sub ...

作者：Na LIU¹;，Wei LI¹;，Yinjian WANG¹;，Ran TAO¹;，Qian DU²;，Jocelyn CHANUSSOT^3,4; （¹School of Information and Electronics and Beijing Key Laboratory of Fractional Signals and Systems, Beijing Institute of Technology；²Department of Electrical and Computer Engineering, Mississippi State University；³GIPSA-Lab, University of Grenoble Alpes；⁴Aerospace Information Research Institute, Chinese Academy of Sciences）

出处：Science China(Information Sciences) 2023

摘要：The ability to capture fine spectral discriminative information enables hyperspectral images（HSIs） to observe, detect and identify objects with subtle ...

作者：Hou, Zengfu;Li, Wei;Li, Lu;Tao, Ran;Du, Qian （¹School of Information and Electronics, Beijing Institute of Technology, Beijing, China;²School of Automation, Beijing Information Science and Technology University, Beijing, China;³Department of Electrical and Computer Engineering, Mississippi State University, Starkville, MS, United States;⁴Beijing Key Laboratory of Fractional Signals and Systems, Beijing Institute of Technology, Beijing, 100081, China）

出处：IEEE Transactions on Geoscience and Remote Sensing 2022

关键词：ANOMALY DETECTION;IMAGES;CLASSIFICATION;FRAMEWORK;ICA

摘要：With the increasing availability of multitemporal hyperspectral imagery, hyperspectral change detection under heterogeneous backgrounds is a challengi ...

作者：Liu, Huan¹;Li, Wei¹;Xia, Xianggen²;Zhang, Mengmeng¹;Gao, Chenzhong¹;Tao, Ran¹; （¹School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China.;²School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China, and also with the Department of Electrical and Computer Engineering, University of Delaware, Newark, DE 19716 USA.）

出处：IEEE Transactions on Neural Networks and Learning Systems 2022

关键词：DIMENSIONALITY REDUCTION;CNN

摘要：In this article, the intrinsic properties of hyperspectral imagery (HSI) are analyzed, and two principles for spectral-spatial feature extraction of H ...

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

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：Yan Shi;Aiyong Tan;Na Liu;Wei Li;Ran Tao;Jocelyn Chanussot （¹School of Information and Electronics, Beijing Key Laboratory of Fractional Signals and Systems, Beijing Institute of Technology, Beijing, China ²French National Centre for Scientific Research (CNRS), Grenoble Institute of Technology (Grenoble INP), GIPSA-Lab, University of Grenoble Alpes, Grenoble, France ³Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China）

出处：IEEE Transactions on Geoscience and Remote Sensing 2023

关键词：Estimation;Pansharpening;Spatial resolution;Optimization;Computational modeling;Multiresolution analysis;Transforms

摘要：The injection scheme provides an efficient way for CS- and MRA-based pansharpening approaches. Within this paradigm, the estimation of injection gains ...