姓名: 秦伦明

性别: 男

职称: 讲师

Email: lunming.qin@shipe.ecu.cn

办公地址: 电计楼B522

个人简介:
2013年毕业于北京交通大学，获信号与信息处理专业工学博士学位，硕士生导师。2014年2月起任职于上海电力大学，主要从事深度学习，大模型，语义分割，目标检测，多源图像视频信息处理，电力设备在线监测等研究工作。近几年，主持或参与国家电网、南方电网、中国船级社、上海交通大学、中国科学院上海微系统与信息技术研究所、合肥工业大学等单位的多项科研项目，已在Microsystems & Nanoengineering, Exploration, Advanced Science, IEEE   trans. Circuits and Systems for Video Technology, IEEE trans. Systems, Man,   and Cybernetics, IEEE trans. Industrial Informatics, IEEE trans. Intelligent   Transportation Systems等国内外重要学术刊物发表论文50余篇，申请专利40余件。2020年获上海市科学技术奖三等奖，2024年获国网上海市电力公司科学技术进步奖三等奖。

研究方向:
深度学习，大模型，语义分割，目标检测，多源图像视频信息处理，电力设备在线监测等

主讲课程:
《数字图像处理》

《基于嵌入式系统的信息处理》

科研成果:
[1] C.   Zhou, Y. Tian, G. Li, Y. Ye, L. Gao, J. Li, Z. Liu, H. Su, Y. Lu, M. Li, Z.   Zhou, X. Wei, Lunming. Qin*, H.   Tao*, and L. Sun*, “Through-polymer, via technology-enabled, flexible,   lightweight, and integrated devices for implantable neural probes,”   Microsystems & Nanoengineering, vol.10, 2024, https://doi.org/10.1038/s41378-024-00691-8. (Nature子刊, 中科院一区, IF: 7.9)

[2]   Y. Lu, P. Chen, Z. Zhou, X. Wei, H. Tao, Lunming   Qin*, Y. Ye*, and L. Sun*, A Retina-Electrode Interface for Light   Sensing and Image Recognition, 2025 IEEE 38th International Conference   on Micro Electro Mechanical Systems (MEMS), Kaohsiung, Taiwan, 2025, pp.   87-90, doi: 10.1109/MEMS61431.2025.10917812.

[3]   Lunming. Qin, C. Zhu, Y. Zhao, H.   Bai, and H. Tian, “Generalized Gradient Vector Flow for Snakes: New   Observations, Analysis and Improvement,” IEEE Trans. on Circuits and Systems   for Video Technology, vol. 23, no. 5, pp. 883-897, May 2013. (CCF B, 中科院一区Top, IF: 8.4)

[4]   H. Bian, Q. Chen, H. Zhang, Lunming.   Qin*, L. Xue, H. Cui, and X. Wang, “MambaLF: an efficient local feature   extraction and matching with state space model,” Multimedia Systems, 31, 280   (2025). (中科院四区, IF: 3.5)

[5]   H. Bian, S. Fan, H. Zhang, Lunming.   Qin*, H. Cui, X. Wang, “Towards stronger illumination robustness of local   feature detection and description based on auxiliary learning,” Signal, Image   and Video Processing, 2024, 18(Suppl 1):575-584. DOI:10.1007/s11760-024-03175-4.   (中科院四区, IF: 2)

[6]   W. Ji, H. Su, S. Jin, Y. Tian, G. Li, Y. Yang, J. Li, Z. Zhou, X. Wei, H.   Tao, Lunming Qin, Y. Ye, and L.   Sun, “A Wireless Bi-Directional Brain–Computer Interface Supporting Both   Bluetooth and Wi-Fi Transmission,” Micromachines 2024, 15, 1283.https://doi.org/10.3390/mi15111283.   (中科院三区, IF: 3)

[7]   L. Su, H. Huang, Lunming Qin*, W.   Zhao, “Transformer Vibration Detection Based on YOLOv4 and Optical Flow in   Background of High Proportion of Renewable Energy Access,” Frontiers in   Energy Research, vol.10, 2022, https://doi.org/10.3389/fenrg.2022.764903. (中科院四区, IF: 2.6)

[8]   Y. Ye, Y. Tian, H. Liu, J. Liu, C. Zhou, C. Xu, T. Zhou, Y. Nie, Y. Wu, Lunming. Qin, Z. Zhou, X. Wei, J.   Zhao, Z, Wang, M. Li, H. Tao*, and L. Sun*, “High-precision, low-threshold neuromodulation   with ultraflexible electrode arrays for brain-to-brain interfaces,” Exploration,   17 April 2025, https://doi.org/10.1002/EXP.70040 (中科院一区, IF: 23.2)

[9]   L. Jiang, C. Ma, Y. Zhao, J. Li, G. Li, S. Jin, H. Su, Y. Tian, Y. Yang, Y.   Luo, L. Huang, P. Chen, Y. Gao, Y. Wei, Y. Xiang, Lunming. Qin, K. Zhang, Y. Ye,* P. Tang,* and L. Sun*, “NIR-Triggered   Upconversion-Perovskite Heterostructures for Non-Genetic, Implant-Free   Optoelectronic Neuromodulation,”Advanced Science, 2025, e13844, DOI:   10.1002/advs.202513844(中科院一区Top, IF: 14.1)

[10]   H. Cui, T. Guo, C. Yang, Y. Dai, C. Wang, H. Du, Lunming Qin, H. Yu, A New Thermal   Management Strategy of IGBT in DFIG for Economic Benefit Maximization, IEEE   Transactions on Industrial Informatics, vol. 20, no. 2, pp. 1335-1347, Feb.   2024, doi: 10.1109/TII.2023.3275698 (CCF C,中科院一区Top, IF: 12.3)

[11]   X. Wang, S. Su, Y. Cao, Lunming Qin   and W. Liu, “Robust Cruise Control for the Heavy Haul Train Subject to   Disturbance and Actuator Saturation,” IEEE Trans. on Intelligent   Transportation Systems, vol. 24, no. 8, pp. 8003-8013, Aug. 2023, doi:   10.1109/TITS.2023.3264238. (CCF B, 中科院一区Top, IF: 7.9)

[12]   L. Xue, H. Zhou, W. Wang, J. Chen, Lunming Qin, C. Jiang, H. Cui, Detection of Partial   Discharge in Liquid via Interferometry, IEEE Photonics Journal, doi: 10.1109/JPHOT.2024. 3423782(中科院四区, IF: 2.1)

[13]   H. Tian, Y. Zhao, R. Ni,Lunming Qin, X. Li “LDFT-Based   Watermarking Resilient to Local Desynchronization Attacks,” IEEE Trans. on   Cybernetics, vol. 43, no. 6, pp.2190-2201, Dec. 2013, SCI (CCF B, 中科院一区Top, IF: 9.4)

[14]   H. Cui, C. Ge, S. Huo, W. Guo, H. Ma, Y. Xu, Lunming Qin, “No-codes scoring   diagnostic method for DGA of power transformer,” Electrical Engineering, 101:303–309,   2019. http://doi. org.shiep.vpn358.com/10.1007/s00202-019-00779-9(中科院四区, IF: 1.6)

[15]   B. Yu, Lunming. Qin*, H. Cui, H.   Bian and X. Wang, A Lightweight Stereo Matching Method Based on the   Improved IGEV Model, 2024 5th International Seminar on Artificial   Intelligence, Networking and Information Technology (AINIT), Nanjing, China,   2024, pp. 990-994, doi: 10.1109/AINIT61980.2024.10581441.

[16]   S. Li, K. Du, Z. Li, N. Li, C. Xiong, Y. Zhang, M. Liu, Lunming Qin*, An Improved   YOLOv8n Network for Transmission Line Intrusion Foreign Object   Detection, 2024 9th Asia Conference on Power and Electrical Engineering   (ACPEE), Shanghai, China, 2024, pp. 1559-1565, doi:   10.1109/ACPEE60788.2024.10532620.

[17]   Y. Zhao, C. Zhu, Lunming Qin, H. Bai,   H. Tian, “Component-Normalized Generalized Gradient Vector Flow for Snakes,”   2013 The Era of Interactive Media. Springer, New York, NY. http://doi.org.shiep.vpn358.com/10.1007/978-1-4614-3501-3_41

[18]   H. Tian, Z. Wang, Y. Zhao, R. Ni, Lunming   Qin, “Spread Spectrum-Based Multi-bit Watermarking for Free-View Video,” Digital   Forensics and Watermarking. IWDW 2011. Lecture Notes in Computer Science, vol   7128. Springer, Berlin, Heidelberg. http://doi.org.shiep.vpn358.com/10.1007/978-3-642-32205-1_14

[19]   秦伦明,梅温泉,崔昊杨,边后琴*,王悉. 改进YOLOv8s的遥感图像目标检测算法[J]. 激光与光电子学进展, 2025, 62(10):317-325.

[20]秦伦明,张云起,崔昊杨,边后琴*,王悉. 基于改进RT-DETR的极端天气下交通标志检测方法[J].电子测量技术, 2025, 48(09):56-64.

[21]   李珅,杜科,李舟演,李宁,熊岑,柳明慧,张云起,秦伦明*. 基于改进YOLOv8n的轻量级输电线路异物入侵检测模型[J/OL]. 北京交通大学学报, 1-12[2025-06-07].https://http-kns_cnki_net.shiep.vpn358.com/kcms/detail/11.5258.U.20250122.1739.004.html.

[22]   秦伦明,王朝举,边后琴*,崔昊杨,王悉. 融合Transformer和DeepLabv3+的电力线语义分割网络[J].现代电子技术, 2024, 47(17):109-116.

[23] 秦伦明,余斌,崔昊杨,边后琴*,王悉. 基于改进ACV模型的视差估计方法[J]. 激光与光电子学进展, 2024, 61(24):141-150.

[24]   秦伦明,凌雪海,邹钰洁,龚杨洋,边后琴*,王悉. 基于SF-Unet的高分辨率耕地遥感影像分割[J]. 无线电工程, 2024, 54(05):1197-1204.

[25]   申通,王硕,李孟,秦伦明*. 深度学习在动物行为分析中的应用研究进展[J]. 计算机科学与探索, 2024, 18(03):612-626.

[26]   成欢,王硕,李孟,秦伦明*,赵芳. 面向自动驾驶场景的神经辐射场综述[J]. 图学学报, 2023, 44(06):1091-1103.

[27]   杨得草,秦伦明*,王悉,杨强强. 基于MVT-CTRFBs-YOLOv4的遥感飞机检测研究[J]. 电子信息对抗技术, 2023, 38(05):71-79.

[28]   左安全,秦伦明*,王悉,边后琴,陈思林. 基于改进DeepLabv3+模型的电力线语义分割方法[J]. 无线电工程, 2023, 53(01):96-104.

[29]   冷坤,秦伦明*,王悉. 基于CA-ASFF-YOLOv4的交通标志识别研究[J]. 计算机工程与应用, 2023, 59(17):169-177.

[30]   陈思林,秦伦明*,王悉,杨苏航,左安全. 基于VSA-UNet的电气设备紫外图像分割[J].无线电工程, 2023, 53(01):230-238.

[31]苏磊,黄华,秦伦明*,赵文彬. 基于YOLOv4及金字塔LK光流法的变压器振动检测方法[J]. 广东电力, 2022, 35(09):9-18.

科研项目:
[1]   中国科学院上海微系统与信息技术研究所，无线脑机接口系统研发，在研，主持（2025）

[2]   中国船级社上海规范研究所，船舶生命周期船体表面数据采集图像识别软件开发，已结题，技术负责人（2024）

[3]   国网上海市电力公司，基于智能三维图像识别技术的全场景全时段电力设备状态与人员安全行为识别评估体系研究，已结题，主持（2023）

[4]   西安奥方电气技术有限公司，一种紫外放电图像分割方法及计算机可读介质，已结题，主持（2021）

[5]   国网上海市电力公司，基于影像运动放大技术的双目机器人振动巡检技术研究，已结题，技术负责人（2021）

[6]   国网安徽阜阳供电公司，2018年阜阳变、正午变一次设备不停电检测，已结题，主持（2018）

[7]   上海交通大学, 电力设备状态检测图像自动处理和分析技术，已结题，主持（2017）

[8]   上海市教育委员会，用于图像分割的主动轮廓模型研究，已结题，主持（2016）