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个人简介

姓名:王琳霖

年龄:42

职位:教授

邮箱:wlin_23@163.com

详情介绍

王琳霖,女,博士,教授,硕士生导师,沈阳航空航天大学人工智能学院副院长,中国人工智能学会会员。博士毕业于天津大学控制科学与工程专业,主要研究方向为图像处理及信息提取、机器视觉、无损检测技术等,主持及参与辽宁省自然科学基金、辽宁省教育厅项目、国家自然科学基金、航空基金等科研课题30余项,发表学术论文30余篇,授权发明专利4项。

Email: wlin_23@163.com

QQ: 58728639


主要科研项目:


(1)****有限公司项目,基于知识图谱的部件装配数字化测量规划,2024/12-2025/12,在研,主持。

(2)辽宁省教育厅项目,大尺寸构件DIC变形场测量关键技术研究与应用,2024/6-2026/5,在研,主持。

(3)****有限公司项目,视觉识别试验系统,2023/8-2024/8,结题,主持。

(4)****有限公司项目,数字散斑三维全场应变测量系统,2022/10-2023/12,结题,主持。

(5)辽宁省教育厅科学研究一般项目,JYT2020045深度学习在复杂曲面结构光三维形貌测量中的研究及应用2020/6-2022/5结题,主持。

(6)辽宁省自然科学基金项目,20170540701,基于径向基函数的激光散斑缺陷检测关键技术研究,2017/5-2020/4,已结题,主持。

(7)辽宁省教育厅科学研究一般项目,L2015411ESPI信息提取关键技术研究及在航空复合材料中的应用,2015/6-2017/6,已结题,主持。

(8)沈阳****(集团)有限公司项目,XY2016009,终点开关机构动态接触电阻监测,2015/9-2016/12,已结题,主持。

(9)辽宁省教育厅服务地方项目,L201714,金属蜂窝夹芯板三点弯曲疲劳性能研究,2017/10-2020/10,已结题,参加。

(10)中国航空科学基金项目,2015ZC54008,基于压缩感知的多源航拍图像融合关键技术研究,2015/8-2017/8,已结题,参加。

(11)北京信息科技大学委托项目,xy2015049,五轴联动3D打印机自动编程软件定制,2015/7-2015/12,已结题,参加。

(12)中航复合材料有限责任公司,xy2015048 机身曲面壁板铺放轨迹优化分析及仿真,2015/3-2016/5,已结题,参加。

(13)沈阳飞机设计研究所 xy2016021,全机疲劳试验活动舵面控制台——控制显示部分,2014/10-2015/10,已结题,参加。

(14)北京航空制造工程研究所,xy201461,国产T700级碳纤维渗透特性研究及软件开发, 2013/7-2014/7,已结题,参加。

(15)国家自然科学基金面上项目,61177007,动态电子散斑干涉相位提取的高性能方法研究及应用,2012/1-2015/12,已结题,参加。

(16)总装备部预先研究项目,****001,数字化**************技术研究(涉密)2011/5-2015/6,已结题,参加。



主要成果:

   

(1) Linlin Wang, Wenke Xue, et al. LFE-Net: a low-light fringe patterns enhancement method based on convolutional neural networks, Appl.Opt., 2025,64(10).(SCI, IF=1.7)

(2) Linlin Wang,Xin Zhang,et al. A Butterfly Algorithm That Combines Chaos Mapping and Fused Particle Swarm Optimization for UAV Path Planning, Drones,2024,8(10), 576.(SCI, IF=4.8)

(3) Linlin Wang,Jing Shao,et al. GMDICa digital image correlation measurement method based on global matching for large deformation displacement fields, Journal of the Optical Society of America A, 2024,41(11), 2263-2276.(SCI, IF=2.129)

(4) Linlin Wang,Wenjie Liang, et al. Multi task deep learning phase unwrapping method based on semantic segmentationJ. Opt. 26 (2024) 115709.(SCI, IF=2.3)

(5) Linlin Wang,Wenjie Liang, Wenke Xue, et al. Depth_ASPP_UNet++ a novel 2D ESPI phase unwrapping based on convolutional neural network, Meas. Sci. Technol. 2024,35, 065202.(SCI, IF=2.4)

(6) Linlin Wang, Wenke Xue, Chuanyun Wang, et al. Depth estimation from a single-shot fringe pattern based on DD-Inceptionv2-UNet, Appl. Opt., 2023,62(34),9144-9155.(SCI, IF=1.9)

(7) Linlin Wang, Yun Li, Feng Tian, Xiaoyu Fang, Application of Atention-DnCNN for ESPI fringe patterns denoising, Journal of the Optical Society of America A, 2022,39(11):2110-2123.(SCI, IF=2.129)

(8) 张印文, 王琳霖*,等,ConvNeXt 网络及Stacked BiLSTM-Self-Attention 在轴承剩余寿命预测中的应用,机电工程,2024.6:1-11.北大核心)

(9) Wang Linlin, Tang Chen , Ma YuHuia, Li XiYuan, Thermal deformation measurement of Al2O3 ceramic substrate based on radial basis function, Pacific Rim Laser Damage 2019. (EI)

(10)王琳霖*, 用于核级石墨断裂分析的位相测量技术研究, 激光与光电子学进展, 2018, 55(03).北大核心)

(11) Qiuling Zhou,Chen Tang*, Biyuan Li, Linlin Wang, Adaptive oriented PDEs filtering methods based on new controlling speedfunction for discontinuous optical fringe patterns, Optics and Lasers in Engineering, 2018.2, 100: 111-117. (SCI, IF=2.948)

(12) 王琳霖,唐晨,王亚杰, 差分格式对偏微分方程滤波模型的影响,激光与光电子学进展,2015,52:091004-1-6.

(13)王琳霖,唐晨,基于径向基函数的ESPI滤波方法, 光学学报, 2014,34: s210006-1-7. (EI,检索号:20145300387758,一级学报).

(14) Linlin Wang, Chen Tang, The Sub-pixel Searching Algorithm based on Gradient in Digital Speckle Correlation Method, International Conference on Mechatronic Sciences, Electric Engineering and Computer, 2013/12/20-22, China.(EI, 检索号20145100346805)

(15)Linlin Wang, Yajie Wang, Image Inpainting Based on Radial Basis Function, International Conference on Computer Science and Network Technology, 2011/12/24-26. (EI,检索号:20121915002674)

(16) Xinjun Zhu, Chen Tang, Biyua Li,Chen Sun, Linlin Wang, Phase retrieval from single frame projection fringe pattern with variational image decomposition, Opt. Lasers Eng., 2014,59: 25-33.(SCI, IF=2.948)

(17) Chen Tang, Linlin Wang, Comparison on performance of some representative and recent filtering methods in electronic speckle pattern interferometry, Opt. Lasers Eng., 2012,50:1036-1051.(SCI,  IF=2.948)

(18) Chen Tang, Linlin Wang, Overview of anisotropic filtering methods based on partial differential equations for electronic speckle pattern interferometry, Appl. Opt., 2012,51: 1-10. (SCI, IF=1.9)

(19) Chen TangLinlin wangDisplacement field analysis based on the combination digital speckle correlation method with radial basis function interpolationAppl. Opt.201049(2)4545-4553(SCI, IF=1.9)

(20) Cancan Li, Chen Tang, Haiqing Yan, Linlin Wang, Localized Fourier transform filter for noise removal in electronic speckle pattern interferometry wrapped phase patterns, Appl. Opt. 2011,50: 4903-4911. (SCI, IF=1.9)

(21) Liyan Cheng, Chen Tang, Si Yan, Xia Chen, Linlin Wang, New fourth-order partial differential equations for filtering in electronic speckle pattern interferometry fringes, Opt. Comm. 2011, 284: 5549-5555. (SCI, IF=1.82)

(22) Chen TangTao GaoSi YanLinlin WangThe oriented spatial filter masks for electronic speckle pattern interferometry phase patternsOpt. Express201018(9)8942-8947(SCI, IF=2.70)

(23) Chen TangZhifang WangLinlin WangEstimation of fringe orientation for optical fringe patterns with poor quality based on Fourier TransformAppl. Opt.201049(1)554-561.(SCI, IF=1.9)

(24) Chen TangHongwei RenLinlin WangOriented couple gradient vector fields for skeletonization of gray-scale optical fringe patterns with high densityApt.Opt.20104916):2979-2984.s(SCIIF=1.9)

(25) Xiaoyu Fang, Linlin Wang*. An improved Method of Image Recognition with Deep Learning combined with Attention Mechanism, ICIVC 2022:593-598. (EI)

(26) Linlin Wang, Xiaoyu Fang,Tao Hong,Chang Liu, Shilan Liu, Image Recognition Based on the Depth-Wise Separable Convolution and Softpool,  PRAI 2022: 147-152.(EI)

(27) Linlin Wang, Xiaoyu Fang, Tong Zhang, Wenjie Liang,Chang LiuA metal surface defect detection method based on attention mechanism and softpool, icOPEN 2022: 125501F-1-7. (EI)




授权专利:


       (1) 用于复杂场景形貌测量的相位解包裹方法,专利号:ZL 2022 1 0913812.X

       (2)一种基于方向一致性的不连续条纹图的滤波方法,专利号:ZL201710159178.4

       (3) 一种水平井双井径测井仪信号采集电路,专利号:ZL201210473307.4


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