陈凌峰｜北京理工大学｜学者主页

2026

Scattering Aware Episodic Adaptation for Few-Shot HRRP ATR Using Large Language Models

Lingfeng Chen, Panhe Hu, Shuang-Hui Zhang, Xiang-Feng Qiu, Zhen Liu

IEEE Transactions on Aerospace and Electronic Systems

DOI

2026

A Semantically Guided Optimization Framework for Few-Shot HRRP Recognition via Vision–Language Priors

Lingfeng Chen, Panhe Hu, Shuang-Hui Zhang, Xiang-Feng Qiu, Zhen Liu

IEEE Transactions on Aerospace and Electronic Systems

DOI

2026

Optimization-Unfolded Physical Tokenizer for Noise-Robust Few-Shot Target Recognition via Physics-Guided LLMs

Lingfeng Chen, Xinyi Niu, Panhe Hu, Xiang-Feng Qiu, Shuang-Hui Zhang, Zhen Liu

IEEE Transactions on Vehicular Technology

DOI

2026

Seeing What Few-Shot Learners See: Contrastive Cross-Class Attribution for Explainability

Lingfeng Chen, Panhe Hu, Zhen Liu

IEEE Transactions on Neural Networks and Learning Systems

DOI

2026

Feature Fusion CGAN Based HRRP Denoising and Reconstruction Method

Panhe Hu, Lingfeng Chen, Zhiyuan Zhang, Zhen Liu

Chinese journal of electronics

DOI

2026

GAF-MLGNN: An Efficient Meta-Learning Framework for Few-Shot HRRP RATR With GNN

Ling-Feng Chen, Panhe Hu, Qi Liu, Zhen Liu

IEEE Transactions on Signal and Information Processing over Networks

DOI

2025

Evaluation of Average Quantum Efficiency of Industrial Digital Camera

Zhihong Deng, Lingfeng Chen, Xuemeng Wei, Xusheng Zhang

Sensors

DOI

2025

Teaching large language models to see in radar: aspect-distributed prototypes for few-shot HRRP ATR

De-Di-Er Bi, Chengbai Xu, Lingfeng Chen, Panhe Hu

IET Conference Proceedings

DOI

2025

Few-Shot Human Motion Recognition Through Multi-Aspect mmWave FMCW Radar Data

Hao Fan, Lingfeng Chen, Chengbai Xu, Pan-He Huo, Jiadong Zhou, Yong-Peng Dai

IEEE International Geoscience and Remote Sensing Symposium

DOI

2025

HRRPGraphNet++: Dynamic Graph Neural Network with Meta-Learning for Few-Shot HRRP Radar Target Recognition

Lingfeng Chen, Zhiliang Pan, Qi Liu, Panhe Hu

Remote Sensing

DOI

2025

Large Language Models Can Achieve Explainable and Training-Free One-Shot HRRP ATR

Lingfeng Chen, Panhe Hu, Zhiliang Pan, Qi Liu, Shuang-Hui Zhang, Zhen Liu

IEEE Signal Processing Letters

DOI

2025

Enhancing HRRP RATR Robustness to Incomplete Aspect Angles via Supervised Contrastive Learning

Shiyu Feng, Lingfeng Chen, Xiaolong Su, Qi Liu, Panhe Hu

2025 IEEE 7th International Conference on Communications, Information System and Computer Engineering (CISCE)

DOI

2024

The laser screen imaging measurement system based on arrayed fibers

Dunhao Geng, Lingfeng Chen, Zhenjun Hou, Xusheng Zhang, Xuemeng Wei

Optics and Lasers in Engineering

DOI

2024

Refractive index measurement for plane parallel plate using fiber point diffraction lateral interference and numerical modeling

Zimo Zhao, Lingfeng Chen, Xusheng Zhang, Yang Zhang

Optics Express

DOI

2024

A Deep Learning-Based Target Radial Length Estimation Method through HRRP Sequence

Lingfeng Chen, Panhe Hu, Zhiliang Pan, Xiao Sun, Zehao Wang

IEEE Asia-Pacific Conference on Antennas and Propagation

DOI

2024

HRRPGraphNet: Make HRRPs to be graphs for efficient target recognition

Lingfeng Chen, Xiao Sun, Zhiliang Pan, Qi Liu, Zehao Wang, Xiaolong Su, Zhen Liu, Panhe Hu

Electronics Letters

DOI

2023

Optical centering method for lens assembly based on fiber point diffraction interferometry

Weixiong Chen, Lingfeng Chen, Dunhao Geng, Xusheng Zhang

Optics Communications

DOI

2022

Geometrical aberration measurement by experimental ray-tracing based on fiber point diffraction interferometry

Weixiong Chen, Lingfeng Chen, Xusheng Zhang, Qinchao Zhang

Measurement Science and Technology

DOI

2021

一种非标准椭球面聚光镜设计方法

周明状，张鹏嵩，陈凌峰，张旭升

《光学技术》

DOI

2020

抽样引起的测量不确定度评定

陈凌峰

《计量学报》

2019

标准不确定度A类评定中极差法的深入讨论

陈凌峰

《计量学报》

2019

Quantitative evaluation of Bayer chromatic imaging on the accuracy of photogrammetric measurements

Haibin Zhu, Xiaojuan Zhang, Jia Li, Lingfeng Chen, Xuejin Liu, Qinwei Ma, Shaopeng Ma

Measurement

DOI

2018

Three-dimensional displacement measurement of image point by point-diffraction interferometry

He Xiao, Xiaojie Meng, Lei Yu, Lingfeng Chen

International Conference on Optical Instruments and Technology: Optoelectronic Measurement Technology and Systems (OIT)

DOI

2017

Influence of imaging configurations on the accuracy of digital image correlation measurement

Haibin Zhu, Xuejin Liu, Lingfeng Chen, Qinwei Ma, Shaopeng Ma

Measurement Science and Technology

DOI

2015

Laser differential reflection-confocal lens thickness measurement

Nan Zhou, Yun Wang, Weiqian Zhao, Lirong Qiu, Lingfeng Chen

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2014

Focal length measurement by fiber point diffraction longitudinal interferometry

Lingfeng Chen, Jinjian Hao, Zhipu Chen, Xiaofei Guo

Optics Communications

DOI

2013

Refractive index measurement by fiber point diffraction longitudinal shearing interferometry

Lingfeng Chen, Xiaofei Guo, Jinjian Hao

Applied Optics

DOI

2010

TOD方法在CCD电视摄像机分辨率测试中的应用

陈凌峰，保玲，周桃庚

《仪器仪表学报》

DOI

2010

Phase-stepping method for whole-field photoelastic stress analysis using plane polariscope setup

Xusheng Zhang, Lingfeng Chen, Chuan He

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2010

Flat surface measurements on fiber point diffraction interferometer

Lingfeng Chen, Yaqing Ren, Jie Li

Optical Engineering

DOI

2009

用于干涉测量的短相干固体激光器光谱纵模特性

吴朔，沙定国，周桃庚，陈凌峰，林家明

《光学技术》

2008

Signal-to-noise ratio evaluation of a CCD camera

Lingfeng Chen, Xusheng Zhang, Jia‐Ming Lin, Dingguo Sha

Optics & Laser Technology

DOI

2008

The simulation analysis of the scatterfield microscopy for the critical dimensions measurement

Lingfeng Chen, Dingguo Sha

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2008

Analysis for MRTD and DMRTD based on contrast simulation

Lingfeng Chen, Xusheng Zhang, Taogeng Zhou, Jia‐Ming Lin

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2007

Evaluation of the sphericity measurement uncertainty for the fiber point diffraction interferometer

Lingfeng Chen, Dingguo Sha

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2007

The comparison of two kinds of fiber phase shifting point-diffraction interferometer

Lingfeng Chen, Liang Nie, Taogeng Zhou, Dingguo Sha

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2006

Research on the fiber point-diffraction interferometer for spherical figure measurement

Lingfeng Chen, Liang Nie, Taogeng Zhou, Dingguo Sha

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2004

激光干涉仪的计量保证方案研究

岳峰，陈凌峰，任建荣，沙定国

《光学仪器》

2003

Research of measurement assurance program (MAP) for laser interferometer

Yue Feng, Lingfeng Chen, JianRong Ren, Dingguo Sha

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

精选作品

期刊论文

Scattering Aware Episodic Adaptation for Few-Shot HRRP ATR Using Large Language Models

A Semantically Guided Optimization Framework for Few-Shot HRRP Recognition via Vision–Language Priors

Optimization-Unfolded Physical Tokenizer for Noise-Robust Few-Shot Target Recognition via Physics-Guided LLMs

Seeing What Few-Shot Learners See: Contrastive Cross-Class Attribution for Explainability

Feature Fusion CGAN Based HRRP Denoising and Reconstruction Method

GAF-MLGNN: An Efficient Meta-Learning Framework for Few-Shot HRRP RATR With GNN

Evaluation of Average Quantum Efficiency of Industrial Digital Camera

Teaching large language models to see in radar: aspect-distributed prototypes for few-shot HRRP ATR

Few-Shot Human Motion Recognition Through Multi-Aspect mmWave FMCW Radar Data

HRRPGraphNet++: Dynamic Graph Neural Network with Meta-Learning for Few-Shot HRRP Radar Target Recognition

Large Language Models Can Achieve Explainable and Training-Free One-Shot HRRP ATR

Enhancing HRRP RATR Robustness to Incomplete Aspect Angles via Supervised Contrastive Learning

The laser screen imaging measurement system based on arrayed fibers

Refractive index measurement for plane parallel plate using fiber point diffraction lateral interference and numerical modeling

A Deep Learning-Based Target Radial Length Estimation Method through HRRP Sequence

HRRPGraphNet: Make HRRPs to be graphs for efficient target recognition

Optical centering method for lens assembly based on fiber point diffraction interferometry

Geometrical aberration measurement by experimental ray-tracing based on fiber point diffraction interferometry

一种非标准椭球面聚光镜设计方法

抽样引起的测量不确定度评定

标准不确定度A类评定中极差法的深入讨论

Quantitative evaluation of Bayer chromatic imaging on the accuracy of photogrammetric measurements

Three-dimensional displacement measurement of image point by point-diffraction interferometry

Influence of imaging configurations on the accuracy of digital image correlation measurement

Laser differential reflection-confocal lens thickness measurement

Focal length measurement by fiber point diffraction longitudinal interferometry

Refractive index measurement by fiber point diffraction longitudinal shearing interferometry

TOD方法在CCD电视摄像机分辨率测试中的应用

Phase-stepping method for whole-field photoelastic stress analysis using plane polariscope setup

Flat surface measurements on fiber point diffraction interferometer

用于干涉测量的短相干固体激光器光谱纵模特性

Signal-to-noise ratio evaluation of a CCD camera

The simulation analysis of the scatterfield microscopy for the critical dimensions measurement

Analysis for MRTD and DMRTD based on contrast simulation

Evaluation of the sphericity measurement uncertainty for the fiber point diffraction interferometer

The comparison of two kinds of fiber phase shifting point-diffraction interferometer

Research on the fiber point-diffraction interferometer for spherical figure measurement

激光干涉仪的计量保证方案研究

Research of measurement assurance program (MAP) for laser interferometer

研究方向