吴龙文 - 哈尔滨工业大学 - 电子与信息工程学院

个人简介

吴龙文，男，汉族，1988年生，中国共产党党员。教育经历 2014.09 - 2019.11 哈尔滨工业大学，信息与通信工程，获工学博士学位 2012.09 - 2014.07 哈尔滨工业大学，电子与通信工程，获工程硕士学位 2008.09 - 2012.07 哈尔滨工业大学，信息对抗技术，获工学学士学位

研究领域

电磁目标识别与无源定位（★辐射源个体识别，时频分析，目标无源定位，无人机集群）生物医学信号处理（心电信号处理，医学图像融合）人工智能（★卷积神经网络解译，★增量学习，深度学习，机器学习）

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Yaqin Zhao, Yuqing Song, Longwen Wu*, Puqiu Liu, Ruchen Lv, Hikmat Ullah. Lightweight micro-motion gesture recognition based on MIMO millimeter wave radar using Bidirectional-GRU network[J]. Neural Computing and Applications, 2023, 35(32): 23537-23550. （IF=6.000(2022)，IF=5.600 (5 years)，JCR 2区） Mkindu H, Wu L*, Zhao Y. Lung nodule detection in chest CT images based on vision transformer network with Bayesian optimization[J]. Biomedical Signal Processing and Control, 2023, 85: 104866. （Published online，IF=5.076 (2021)，IF=4.957 (5 years)，JCR 2区） Mkindu H, Wu L*, Zhao Y. Lung Nodule Detection of CT images Based on Combining 3D-CNN and Squeeze-and-Excitation Networks[J]. Multimedia Tools and Applications, 2023（SCI检索号：000943009100012，IF=2.577 (2020)，IF=2.395 (5 years)，JCR 2区） Mkindu H, Wu L*, Zhao Y. 3D multi-scale vision transformer for lung nodule detection in chest CT images[J]. Signal, Image and Video Processing, 2023.（SCI检索号：000914717900001，IF=1.583 (2021)，IF=1.530 (5 years)，JCR 4区） Ullah H, Zhao Y, Abdalla F Y O and WU L*. Fast local Laplacian filtering based enhanced medical image fusion using parameter-adaptive PCNN and local features-based fuzzy weighted matrices[J]. Applied Intelligence, 2022, 52(7): 7965-7984.（SCI检索号：000707527500002，IF=5.086(2020)，IF=4.602 (5 years)，JCR 2区） Abdalla F Y O, Wu L*, Ullah H, Ren G, Noor A, Mkindu H, Zhao Y. Deep convolutional neural network application to classify the ECG arrhythmia[J]. Signal, Image and Video Processing, 2020, 14(7): 1431-1439. （SCI检索号：000529455500001，IF=2.157(2020)，IF=1.998(5 years)，JCR 3区） Wu L, Zhao Y*, Feng M, Abdalla F Y O, and Ullah H, Specific Emitter Identification Using IMF-DNA with a Joint Feature Selection Algorithm [J]. Electronics, 2019, 8(9): 934.（SCI检索号：000489128400021，IF=2.412(2019)，IF=2.408(5 years) ，JCR 2区） Zhao Y*, Wu L, Zhang J, and Li Y, Specific emitter identification using geometric features of frequency drift curve[J]. Bulletin of the Polish Academy of Sciences-Technical Sciences, 2018, 66(1): 99-108.（SCI检索号：000433433700012，IF=1.361(2017)，JCR 2区） Noor A, Zhao Y*, Koubaa A, Wu L, Khan R, Abdalla F Y O. Automated sheep facial expression classification using deep transfer learning[J]. Computers and Electronics in Agriculture, 2020, 175: 105528. （SCI检索号：待检索，IF=5.565(2020)，IF=5.494(5 years)，JCR 1区） Noor A, Zhao Y*, Khan R, Wu L, Abdalla F Y O. Median filters combined with denoising convolutional neural network for Gaussian and impulse noises[J]. Multimed Tools Appl, 2020, 79(25-26): 18553-18568.（SCI检索号：000518306100003，IF=2.313(2019)，IF=1.994(5 years)，JCR 2区） Ullah H, Ullah B, Wu L, Abdalla F, Ren G, Zhao Y*. Multi-modality medical images fusion based on local-features fuzzy sets and novel sum-modified-Laplacian in non-subsampled shearlet transform domain[J]. Biomedical Signal Processing and Control, 2020, 57: 101724.（SCI检索号：000512481800022，IF=3.137(2019)，IF=3.341(5 years) ，JCR 2区） Abdalla F Y O, Wu L, Ullah H, Ren G, Noor A, and Zhao Y*. ECG arrhythmia classification using artificial intelligence and nonlinear and nonstationary decomposition[J]. Signal, Image and Video Processing, 2019, 13(7): 1283-1291.（SCI检索号：000490956300005，IF=1.894(2018)，JCR 3区）赵雅琴, 宋雨晴, 吴晗, 何胜阳, 刘璞秋, 吴龙文*. 基于DenseNet和卷积注意力模块的高精度手势识别[J]. 电子与信息学报, 2023, 45(230165): 1. （学科重要学术期刊，中文顶刊，已接收）赵雅琴, 谢丹, 吴龙文*, 丁沁宇, 韩易伸, 张拯华. 数字预失真下的辐射源个体识别技术[J]. 电子学报, 2023（学科重要学术期刊，中文顶刊，已接收）赵雅琴, 杨荣乾, 吴龙文*, 何胜阳, 牛金鹏, 赵亮. 基于回归分析理论的辐射源个体识别技术[J]. 电子与信息学报, 2022, 44(0): 1-9. （学科重要学术期刊，中文顶刊，获期刊“优秀推荐文章”）赵雅琴, 孙蕊蕊, 吴龙文*, 聂雨亭, 何胜阳. 基于改进深度生成对抗网络的心电信号重构算法[J]. 电子与信息学报, 2022, 44(01): 59-69. （学科重要学术期刊，中文顶刊，获期刊“2022年度TOP50优秀论文”）吴龙文, 聂雨亭, 张宇鹏, 何胜阳, 赵雅琴*. 基于变分模态分解的自适应滤波降噪方法[J]. 电子学报, 2021, 49(8): 1457-1465. （学科重要学术期刊，中文顶刊）吴龙文, 牛金鹏, 王昭, 何胜阳, 赵雅琴*. 基于同步压缩小波变换的主信号抑制技术[J]. 电子与信息学报, 2020, 42(08): 2045-2052. （学科重要学术期刊，中文顶刊）何胜阳, 杜杰朋, 赵雅琴, 王宝莹, 赵亮, 吴龙文*. 基于TDOA的无人机集群协同单目标定位[J]. 系统工程与电子技术, 2023, 45(01): 1-8. （获期刊“好文推荐”，https://mp.weixin.qq.com/s/fAki25ROq6N2hjNsWl_zjQ）赵雅琴, 王宝莹, 吴龙文*, 魏俊杰, 何胜阳. 基于联合双机MUSIC的多目标无源定位算法[J]. 信号处理, 2020, 36(03): 415-425. 赵雅琴, 聂雨亭, 吴龙文*, 张宇鹏, 何胜阳. 基于脊路跟踪的变分非线性调频模态分解方法[J]. 浙江大学学报(工学版), 2020, 54(10): 1874-1882. 吴龙文, 王宝莹, 魏俊杰, 何胜阳, 赵雅琴*. 基于AOA的双机无源定位模型及其解算方法[J]. 系统工程与电子技术, 2020, 42(05): 978-986. Wu L, Zhang Y, Zhao Y*, Ren G, He S. Mode Mixing Suppression Algorithm for Empirical Mode Decomposition Based on Self-Filtering Method[J]. Radioelectronics and Communications Systems, 2019, 62(9): 462-473. 会议论文 Zhao Y, Song Y, Wu L*, Liu P, Lv R, Ullah H. High-accuracy gesture recognition using mm-wave radar based on Convolutional Block Attention Module[C]. 2023 30th IEEE International Conference on Image Processing (ICIP 2023) Zhao Y, Lv R, He S Y, Wu L*, Ding Q, Du J, Ullah H. Spoof Speech Detection Based on Extended Constant-Q Symmetric Subband Cepstrum Coefficients and Fused Features[C]. 2023 7th International Conference on Imaging, Signal Processing and Communications (ICISPC), 2023 Wu L, Ren P, Zhao Y*, Lv R, Ding Q, Zuo Y, Ullah H. Sleep Stage Classification based on BCG using Improved Deep Convolutional Generative Adversarial Networks[C]. 2023 7th International Conference on Imaging, Signal Processing and Communications (ICISPC), 2023 Zhao Y, Ding Q, Wu L*, Lv R, Du J, He S. Synthetic Speech Detection Using Extended Constant-Q Symmetric-Subband Cepstrum Coefficients and CBAM-ResNet[C]. 2023 7th International Conference on Imaging, Signal Processing and Communications (ICISPC), 2023 Zhao Y, Lv R, He S Y, Wu L*, Wang B, Zhao L. Cooperative positioning of single target based on TDOA using UAV cluster[C]. 2022 6th International Conference on Imaging, Signal Processing and Communications (ICISPC), 2022 Wu H, He S*, Ren G, Yang R, Zhao Y and Wu L. Instantaneous Hybrid Signal Separation based on CANDECOMP/PARAFAC Decomposition with Accelerated Proximal Gradient method[C]. 2022 6th International Conference on Imaging, Signal Processing and Communications (ICISPC), 2022 Zhao Y, Yang R, Wu L*, He S, Niu J, Zhao L. Specific Emitter Identification using Regression Analysis between Individual Features and Physical Parameters[C]. 2022 6th International Conference on Imaging, Signal Processing and Communications (ICISPC), 2022 Ullah H, Zhao Y, Wu L, et al. Multi-modal Medical Image Fusion Technique to Improve Glioma Classification Accuracy[C]. 2021 IEEE 6th International Conference on Signal and Image Processing (ICSIP), 2021: 321-325. Mkindu H, Wu L, Zhao Y, et al. Lung Nodule Classification of CT images Using Channel and Spatial Attention CNN with Bayesian Optimization[C]. 2021 Global Reliability and Prognostics and Health Management (PHM-Nanjing), 2021: 1-6. Mkindu H, Wu L, Zhao Y, Zhao L. Lung Nodule Classification of CT Images Based on the Deep Learning Algorithms[C]. 2021 5th International Conference on Imaging, Signal Processing and Communications (ICISPC), 2021: 30-34. Wu L, Zhao Y, He L, He S, Ren G. A Time-varying Filtering Algorithm based on Short-time Fractional Fourier Transform[C]. 2020 International Conference on Computing, Networking and Communications (ICNC), 2020: 555-560. He S, Ren G, Wu L, Sun Z, Zhao Y. Flicker Mitigation and Dimming Control Analyze of Duty Cycle Fixed-MVPM for Indoor VLC System[C]. 2020 International Conference on Computing, Networking and Communications (ICNC), 2020: 6-9. Ullah H, Zhao Y, Wu L, et al. NSST Based MRI-PET/SPECT Color Image Fusion Using Local Features Fuzzy Rules and NSML in YIQ Space[C]. 2019 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2019: 1-6. Abdalla F Y O, Wu L, Ullah H, Mkindu H, Nie Y, Zhao Y. ECG arrhythmia Discrimination using SVM and Nonlinear and Non-stationary Decomposition[C]. 2019 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2019: 1-6. Y. Zhao, C. Wu, L. Wu, and C. Li, "GFDM system PAPR reduction based on MCT method," in 6th International Conference on Communications, Signal Processing, and Systems, CSPS 2017, July 14, 2017 - July 16, 2017, Harbin, China, 2019, pp. 923-934.（EI检索号：20182505348623） L. Wu, Y. Zhao, Z. Wang, F. Y. O. Abdalla, and G. Ren, "Specific emitter identification using fractal features based on box-counting dimension and variance dimension," in 2017 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2017, pp. 226-231.（EI检索号：20182905581154） F. Y. O. Abdalla, Y. Zhao, and L. Wu, "Denoising ECG signal by complete EEMD adaptive noise," in 2017 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2017, pp. 337-342.（EI检索号：20182905581086）

学术兼职

期刊审稿人： International Journal of Satellite Communications and Networking Biomedical Signal Processing and Control Medical & Biological Engineering & Computing Signal, Image and Video Processing IEEE Signal Processing Letters Mathematical Problems in Engineering Nonlinear Dynamics IETE Journal of Research IEEE Access 会议技术/程序委员会成员与审稿人（TC member and Reviewer）： International Conference on Imaging, Signal Processing and Communications - TC member and Reviewer International Conference on Information Technology and Biomedical Engineering (ICITBE 2021) - TC member and Reviewer IEEE Global Reliability and Prognostics and Health Management Conference (GlobalRel&PHM) - Reviewer 2020 International Conference on Computing, Networking and Communications (ICNC) - Reviewer