金基宇,男,教授,硕士生导师。 2007年2月毕业于韩国岭南大学,信息与通信工程专业,获工学博士学位。韩国首尔国立大学博士后。
主要研究方向:计算机视觉,下一代移动通信技术。
曾任浦项制铁(大连)工程师,西门子中冶高技术工程有限公司工程师,韩国首尔国立大学博士后,韩国岭南大学电子情报工学部讲师,海兰德维通信技术有限公司技术总监。
辽宁省优秀硕士学位论文指导教师,辽宁省通信学会常务理事,辽宁省民族科普协会常务理事。多个SCI期刊审稿人,多个国际学术会议主席/副主席/分会场出席/程序委员会委员。
发表学术论文90余篇,主持完成科研项目18项,获发明专利4项。
近5年发表的科研论文:
[1] H. Wu, F.
Lan, X. Zhao, M. Li, L. Liu, J. Jin, "Frequency and damping factor
estimation of damped sinusoid by using DFT and DTFT," Measurement, vol. 242, part D, pp. 1-10, Jan. 2025.
[2] Z. Liu,
T. Song, R. Zhao, J. Jin*, G. Jin,
L. Fan, "An efficient parallel self - attention transformer for CSI
feedback," Physical Communication,
vol. 66, Oct. 2024.
[3] H. Dong,
T. Song, X. Qi, J. Jin*, L. Ma,
"Promp - guided Sparse Transformer for Remote Sensing Image
Dehazing," IEEE Geoscience and
Remote Sensing Letters, vol. 21, pp. 1-5, Aug. 2024.
[4] R. Zhao,
Z. Liu, T. Song, J. Jin*, G. Jin, L.
Fan, "Hybrid CNN - transformer network for efficient CSI feedback," Physical Communication, vol. 66, Oct. 2024.
[5] S. Fan,
T. Song, G. Jin, J. Jin*, Q. Li, X.
Xia, "A Lightweight Cloud and Cloud Shadow Detection Transformer with
Prior-knowledge Guidance," IEEE
Geoscience and Remote Sensing Letters, vol. 21, pp. 1-5, Jul. 2024.
[6] H. Dong,
T. Song, X. Qi, J. Jin*, G. Jin, L.
Fan, "Exploring high - quality image deraining Transformer via effective
large kernel attention," The Visual
Computer, vol. 1, pp. 1 -17, Jul. 2024.
[7] T. Song,
G. Jin, P. Li, K. Jiang, X. Chen, J. Jin*,
"Learning A Spiking Neural Network for Efficient Image Deraining," in Proc. IEEE/CVF Int. Joint Conf. on Artif.
Intell.(IJCAI), Aug. 2024.
[8] T. Song,
S. Fan, J. Jin*, G. Jin, L. Fan,
"Exploring an efficient frequency - guidance transformer for single image
deraining," Signal, Image and Video
Processing, vol. 18, no.3, pp. 2429-2438, Apr. 2024.
[9] X. Qi, T.
Song, H. Dong, J. Jin*, G. Jin, P.
Li, "Dual-branch collaborative transformer for effective image
deraining," Journal of Visual
Communication and Image Representation, vol. 100, Apri. 2024.
[10] T. Song,
P. Li, S. Fan, J. Jin*, G. Jin, L.
Fan, "Exploring a context-gated network for effective image
deraining," Journal of Visual
Communication and Image Representation, vol. 98, Feb. 2024.
[11] S. Fan,
T. Song, P. Li, J. Jin*, G. Jin, Z.
Zhu, "Dense-Gated Network for Image Super - Resolution," Neural Processing Letters, vol. 55,
no.9, pp. 11845-11861, Dec. 2023.
[12] 李宏涛,李朋鹏, 金桂月,金基宇* "多尺度注意力密集连接网络的单幅图像去雨算法,"大连工业大学学报, 42(6),
2023.
[13] T. Song,
S. Fan, P. Li, J. Jin*, G. Jin, L.
Fan, "Learning an effective transformer for remote sensing satellite image
dehazing," IEEE Geoscience and
Remote Sensing Letters, vol. 20, pp. 1-5, Sep. 2023.
[14] T. Song,
P. Li, G. Jin, J. Jin*, S. Fan, X.
Chen, "Image deraining transformer with sparsity and frequency
guidance," in Proc. IEEE/CVF Int.
Conf. on Multi. and Expo (ICME), Jul., 2023, pp. 1889-1894
[15] H. Wu, L.
Fan, H. Song, J. Jin, P. Li, Z. Han, "High-precision frequency estimator
by using discrete Fourier transform and asymmetric discrete time Fourier
transform samples," Review of
Scientific Instruments, vol. 94, no.5, May, 2023.
[16] 姚曦,赵向彬,金基宇*,金桂月,王智森, "可见光通信系统中的峰均功率比,"大连工业大学学报[J], 42(2), 2023.
[17] 高骁,金基宇*,金桂月,樊磊, "大规模多输入多输出系统的信道估计及性能, "大连工业大学学报[J],. 42(1), 2023.
[18] Z. Liu,
L. Fan, J. Liu, N. Liu, J. Jin, X. Xing, "Accurate Frequency Estimator for
Real Sinusoid Based on DFT," Electronics,
vol. 11, no.19, pp. 3042 - 3042, Sep. 2022.
[19] P. Li, J. Jin*, G. Jin, L. Fan,
"Scale-Space Feature Recalibration Network for Single Image
Deraining," Sensors, vol. 22, no.18
Sep. 2022.
[20] H. Wu, H.
Song, Y. Bai, L. Fan, J. Jin, X. Xing, "Interpolated DFT Algorithm for
Frequency Estimation by Using Maximum Sidelobe Decay Windows," IEEE Access, vol. 10, pp.
95748-95762, Sep. 2022.
[21] H. Song,
Y. Bai, H. Wu, J. Liu, L. Fan, J. Jin, "High - accuracy Frequency
Estimation of Sinusoid based on DFT and DTFT," in 41st Chinese Control Conference (CCC), Jul. 2022, pp. 3107-3111.
[22] N. Liu,
H. Wu, J. Jin, X. Xing, Z. Liu, "DFT-Based Frequency Estimation of
Multiple Sinusoids," IEEE Access,
vol. 10, pp. 40230-40236, Jan. 2022.
[23] P. Li, J. Jin*, G. Jin, L. Fan, X. Gao, T.
Song, X. Chen, "Deep Scale-Space Deblurring Network for Single Image
Deraining," in Proc. IEEE/CVF Conf.
on Comput. Visi. and Pattern Recognit.(CVPR)Workshop, Jun. 2022, pp. 4276-4285.
[24] P. Li, J. Jin*, G. Jin, J. Shi, L. Fan,
"MCAD-Net: Multi - scale Coordinate Attention Dense Network for Single
Image Deraining," in Int. Conf. on
Comm. and Net. in China(ChinaCom), Nov. 2021, pp.405-421.
[25] G. Jin,
C. Zhao, Z. Fan, J. Jin*,
"Antenna selection in TDD massive MIMO systems," Mobile Networks and Applications, vol. 26, pp. 1831 - 1837, Oct. 2021.
[26] Z. Fan,
G. Jin, S. Jin, J*. Mou, "A
Carrier Selection Method Based on Single RF Chain SM - OFDM Systems," Mobile Networks and Applications, vol.
26, pp. 1823 - 1830, Oct. 2021.
[27] 石佳琪,金桂月,金基宇,樊磊, "基于深度学习的信道估计," 大连工业大学学报[J], vol. 40(5), 2021.
[28] L. Fan,
G. Qi, J. Liu, J. Jin, L. Liu, X. Xing, "Frequency Estimation of Sinusoid
by Interpolated DFT method based on maximum sidelobe decay windows," Signal Processing, vol. 186, Sep. 2021.
[29] Z. Liu,
L. Fan, J. Jin, R. Li, J. Liu, N. Liu, "Accurate Frequency Estimator of
Real Sinusoid Based on Maximum Sidelobe Decay Windows," in Int. Conf. on Comm. and Net. in China(ChinaCom),
Nov. 2021, pp.40-51.
近5年主持的科研项目:
1. 鱼类产品智能化分类检测算法研究,辽宁省教育厅
2. 一种远程设备跟踪管理系统及方法,企业项目
3. 清洁能源集热发电系统开发,企业项目
4. 基于人工智能的企业碳排放管理及边缘智能设备研发与应用,辽宁省教育厅
5. 面向自动驾驶的图像去雨研究,辽宁省教育厅
联系方式: jiyu.jin@dlpu.edu.cn
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