姓名: 卢芳芳

性别: 女

职称: 副教授

Email: lufangfang@shiep.edu.cn

办公地址: 计电楼A310

个人简介:
卢芳芳，女，1981年10月生，博士，副教授，硕士生导师。2013年毕业于上海交通大学电子信息与电气工程学院自动化系图像所，获工学博士学位。曾荣获智慧树课程思政示范案例教学大赛“特等奖”、上海电力大学教师教学创新大赛校“二等奖”、“双师型”教师等荣誉称号。主要研究方向包括：数字图像处理、计算机视觉，模式识别，机器学习等。主持完成企事业横向项目5项和上海市项目1项。近年来在国内外重要期刊和会议上共发表论文50余篇，其中有30多篇被SCI、EI收录。申请并授权发明专利7项。指导的毕设学生5人次获上海电力大学校优秀毕业论文。

研究方向:
数字图像处理、计算机视觉、模式识别、机器学习

主讲课程:
数据结构、机器学习、人工智能通识课、数据挖掘、python语言程序设计

科研成果:

[1]       Fangfang   Lu(通讯作者), et   al. Subjective and Objective Quality Assessment of Display Content Videos[J].   IEEE Transactions on Circuits and Systems for Video Technology, 2026. (SCI一区, 影响因子: 11.1,   Top期刊)

[2]       Fangfang   Lu(一作), et al. A study on the   user viewing experience of implanted advertisement videos based on visual   saliency[J]. Expert Systems with Applications, 2025. (SCI一区, 影响因子: 7.5,   Top期刊)

[3]       Fangfang   Lu(一作), et al. RTSIQA: A database   and method for real-world traffic scenes image quality assessment[J]. Displays,   2026. (SCI二区, 影响因子: 4.3)

[4]       Fangfang   Lu(一作), et al. LPCNet: End-to-End   Lane Detection with PnP Compression and Condition DETR[J]. Displays,   2025, 87: 102902. (SCI二区, 影响因子: 4.3)

[5]       Fangfang   Lu（通讯作者）, et   al. A Dataset and Method for Assessing the Quality of Display Devices[C]. IEEE   International Symposium on Circuits and Systems (ISCAS), 2025. |DOI:   10.1109/ISCAS56072.2025.11043551 (CCF-C类会议)

[6]       Fangfang   Lu(一作), et al. FMS-YOLO: a   lightweight safety belt detection algorithm for high-altitude workers based   on attention mechanism and efficient architecture[J]. Journal of Real-Time   Image Processing, 2025, 22(2): 1-14. (SCI四区, 影响因子: 3)

[7]       Fangfang   Lu(一作), et al. CMM:   A CNN-MLP Model for COVID-19 Lesion Segmentation and Severity Grading[J].   IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2024,   21(4): 789-802 (SCI三区, 影响因子: 4.5)

[8]       Fangfang   Lu(一作), et al. CHDNet: A   lightweight weakly supervised segmentation network for lung CT image[J]. Displays,   2024, 82: P.102650, 1-11. (SCI二区, 影响因子: 4.3)

[9]       Fangfang   Lu(通讯作者), et   al. Stochastic reconstruction of digital cores using two-discriminator   VAE-GAN[J]. Geoenergy Science and Engineering, 2024 (SCI二区, 影响因子: 4.5)

[10]    Fangfang   Lu(一作), et al. A weakly   supervised inpainting-based learning method for lung CT image segmentation[J].   Pattern Recognition, 2023, 144: P.109861 (SCI一区, 影响因子: 8.0,   , Top期刊)

[11]    Fangfang   Lu(一作), et al. Visual saliency   assistance mechanism based on visually impaired navigation systems[J].   Displays, 2023, 79: P.102482 (SCI二区, 影响因子: 4.3)

[12]    Fangfang   Lu(一作), et al. Multi-Attention   Segmentation Networks Combined with the Sobel Operator for Medical Images[J]. Sensors, 2023,   23(5), 2546 (SCI 三区, 影响因子: 3.847)

[13]    Fangfang   Lu(一作), et al. HFENet: A   Lightweight Hand-crafted Feature Enhanced CNN for Ceramic Tile Surface Defect   Detection[J]. International Journal of Intelligent Systems, 2022,   37(7): 1-24. (SCI一区, 影响因子: 8.993)

[14]    Fangfang   Lu（通讯作者）, et   al. CSPP-IQA: A Multi-scale Spatial Pyramid Pooling based Approach for   Medical Image Quality Assessment[J]. Neural Computing and Applications, 2022 (SCI二区, 影响因子: 5.606) https://doi.org/10.1007/s00521-022-07874-2

[15]    Fangfang   Lu（通讯作者）, et   al. FAM: focal attention module for lesion segmentation of COVID‑19 CT images[J].   Journal of Real-Time Image Processing, 2022, 19: 1091-1104 (SCI三区, 影响因子: 2.293)

[16]    Fangfang   Lu(一作), et al. A generative   adversarial network-based fault detection approach for photovoltaic panel, Applied   Sciences[J]. 2022, 12(4): 1789; https://doi.org/10.3390/app12041789. (SCI 三区, 影响因子: 2.679)

[17]    卢芳芳(一作), et al.对抗型半监督光伏面板故障检测[J].中国图象图形学报，2022, 27(10): 3031-3042. （北大核心）

[18]    Fangfang   Lu(三作). 3D stochastic   reconstruction of porous media based on attention mechanisms and residual   networks[J]. Stochastic   Environmental Research and Risk Assessment, 2022, 36: 1063-1081. (SCI三区, 影响因子: 3.379)

[19]    FangfangLu(三作), et al. 3D reconstruction   of porous media by combining scaling transformation and multi-scale   discrimination using generative adversarial networks[J]. Journal of Petroleum Science and Engineering, 2022, 209, 109815. (SCI 一区, 影响因子: 5.168)

[20]    Fangfang   Lu(一作), et al. An ARCore-Based   Augmented Reality Campus Navigation System[J]. Applied Sciences-basel, 2021, 7515:   1-16. (SCI 三区, 影响因子: 2.679)

[21]    Fangfang   Lu（通讯作者）. 3D reconstruction   of digital cores based on a model using generative adversarial networks and   variational auto-encoders[J]. Journal of   Petroleum Science and Engineering, 2021, 207(6): 1-11. (SCI 一区, 影响因子: 5.168)

[22]    Fangfang   Lu（通讯作者）, et al. A Kernel-Based Node   Localization in Anisotropic Wireless Sensor Network[J]. Scientific Programming, 2021, 3: 1-8. (SCI 四区, 影响因子: 1.025)

[23]    Fangfang   Lu（通讯作者）, et al..A pore space   reconstruction method of shale based on autoencoders and generative   adversarial networks[J]. Computational   Geosciences, 2021,   25: 2149–2165. (SCI 三区, 影响因子: 2.948)

[24]    卢芳芳（通讯作者）, et al.基于SDM及加权均值滤波的人脸美化系统[J]. 上海电力大学学报, 2020, 36(4)：374-378.

[25]    Fangfang Lu（通讯作者）, et al. Super-Resolution Reconstruction of Remote   Sensing Images Using Multiple-Point Statistics and Isometric Mapping[J]. Remote   sensing, 2017, 9, 724:1-22; doi:10.3390/rs9070724. (SCI 二区, 影响因子: 4.848)

[26]    Fangfang Lu(三作), Reconstruction of Porous Media   using ISOMAP-based MPS[J]. Stochastic Environmental Research and Risk   Assessment, 2016, 30(1): 1-18. (SCI三区, 影响因子: 3.379)

[27]    Fangfang Lu(一作), et al. A No-Reference Image Quality Assessment Approach Based on   Steerable Pyramid Decomposition Using Natural Scene Statistics[J]. Neural Computing & Applications, 2015, 26(1): 77-90. (SCI二区, 影响因子: 5.606)

[28]    Fangfang Lu(一作), et al. A Statistical Method for No-Reference Image Quality Assessment[J]. Journal of Computational Information Systems, 2014, 10(16):   7203-7212. (EI)

[29]    卢芳芳(独立作者), 基于空时域失真测度的视频质量评价[J].上海电力学报, 2014, 30(2): 169-175.

[30]    Fangfang Lu(一作), et al. Nonsubsampled Contourlet Transform Based Algorithm for   No-Reference Image Quality Assessment[J]. Optical Engineering, 2011,   50(6): 067010-1-067010-10. (SCI四区, 影响因子: 1.084)

[31]    Fangfang Lu(一作), et al. Color Image Quality Assessment Based on Structural Similarity[J]. Journal of Donghua University (Eng. Ed.), 2010, 27(4): 443-450. (EI)

科研项目:

1.  企业横向项目，H2023-079，施工现场的AI行为识别研究，2023/05-2024/10，30万元，结题，主持

2.  企业横向项目，H2023-087，时间序列数据分析及其模型研究，2023/05-2024/03，5.8万元，结题，主持

3.  企业横向项目，H2022-263，智慧工地安全隐患自动识别报警系统，2022/11-2024/06，20万元，结题，主持

4.  企业横向项目，H2022-238，压力表全自动视觉检测系统及其它开发项目，2022/9-2024/10，15万元，结题，主持

5.  企业横向项目，H2017-141，骨头外科手术导航中的增强现实技术研究，2017/11-2019/06，30万元，结题，主持

6.  国家自然科学基金面上项目，41672114，页岩三维数字岩心表征及重构方法研究，2017/01-2020/12，56万元，结题，参加

7.  国家自然科学基金青年科学基金项目，61503235，基于张量学习的多源异质多视角视频显著性分析，2016/01-2018/12，22万元，结题，参加

8.  上海市优青项目，Z2015-106，基于通用失真类型的图像质量评价方法，2015/11-2017/11，5万元，结题，主持

9.  上海电力大学引进人才启动项目，K2014-020，基于失真测度的图像及视频质量评价方法，2014/04-2017/04，3万元，结题，主持