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吕淑静

职称: 专任研究员

直属机构: 通信与电子工程学院

学科:

10 访问

相关教师

个人资料

  • 部门: 通信与电子工程学院
  • 性别:
  • 专业技术职务:
  • 毕业院校: 华东师范大学
  • 学位: 博士
  • 学历: 研究生
  • 联系电话:
  • 电子邮箱: sjlv@cs.ecnu.edu.cn
  • 办公地址: 理科大楼A218
  • 通讯地址: 上海市中山北路3663号
  • 邮编: 200062
  • 传真:

教育经历

2010.09至2014.12, 华东师范大学, 计算机应用技术专业, 博士学位
2002.09至2005.03, 电信科学技术研究院, 通信与信息系统专业, 硕士学位
1996.09至2000.07, 山东师范大学, 应用电子技术专业, 学士学位

工作经历

2019.07至今, 华东师范大学, 通信与电子工程学院, 专任研究员
2018.03至2019.06, 华东师范大学, 计算机科学与软件工程学院, 专任研究员
2005.04至2018.02, 上海邮政科学研究院, 研发部, 高级工程师/工程师
2000.08至2002.07, 曲阜远东职业技术学院, 电子系, 助教

个人简介

通信与电子工程学院,专任研究员,主要研究领域涉及文本图像分析与识别,机器视觉,机器学习等,发表论文30余篇,获得上海市科技进步一等奖,交通运输部青年科技英才。

社会兼职

研究方向

模式识别,文本图像处理,机器视觉,机器学习等。

招生与培养

开授课程

科研项目

上海市自然科学基金项目

国家科技创新2030-“新一代人工智能”重大项目

企业委托项目

学术成果

国际期刊:

  1.  Jiwei Shen, Hu Lu, Shujing Lyu, Yue Lu­­*, Enhancing Parcel Singulation Efficiency through Transformer-based Position Attention and State Space Augmentation, Expert Systems With Applications, 2024, 248: 123393. 

  2. Jiwei Shen, Pengjie Lou, Liang Yuan, Shujing Lyu*,  Yue Lu, VME-Transformer: Enhancing Visual Memory, Encoding for Navigation in Interactive Environments, IEEE Robotics and Automation Letters, 2024, 9(1): 643-650. 

  3. Kaijun Liu, Shujing Lyu*, Palaiahnakote Shivakumara, Yue Lu, Few-shot Object Segmentation with a New Feature Aggregation Module, Displays, 2023, 78: 102459. 

  4. Kaijun Liu, Shujing Lyu, Yue Lu*, Few-Shot Segmentation for Prohibited Items Inspection With Patch-Based Self-Supervised Learning and Prototype Reverse Validation, IEEE Transctions on  Multimedia, 2023, 25: 4455-4463. 

  5. Kaijun Liu, Shujing Lyu*, Palaiahnakote Shivakumara, Michael Blumenstein, Yue Lu, A New Few-Shot Learning-Based Model for Prohibited Objects Detection in Cluttered Baggage X-Ray Images Through Edge Detection and Reverse Validation, IEEE Signal Processing Letters, 2023, 30: 1607-1611. 

  6. Dajian Zhong, Shujing Lyu, Palaiahankote Shivakumara, Umapada Pal, Yue Lu*, Text Proposals with Location-awareness-Attention Network for Arbitrarily Shaped Scene Text Detection and Recognition, Expert Systems With Applications, 2022, 205, 117564: 1-15. SCI-1

  7. Hongjian Zhan, Shujing Lyu, Yue Lu, Improving Offline Handwritten Chinese Text Recognition with Glyph-semanteme Fusion Embedding, International Journal of Machine Learning and Cybernetics, 2022 13(2):485-496.

  8. Zhenyue Zhu, Shujing Lyu, Yue Lu, A Few-shot Segmentation Method for Prohibited item inspection, Journal of X-Ray Science and Technology, 2021, 29(3), 397-409.

  9. Chencong Xing, Shujing Lyu, Yue Lu, Few-shot Image Segmentation Based on Dual Comparison Module and Sequential k-Shot Integration. Int. J. Comput. Intell. Syst. 2021, 14(1): 886-895.

  10. Hongjian Zhan, Shujing Lyu, Yue Lu, Umapada Pal. DenseNet-CTC: An end-to-end RNN-free architecture for context-free string recognition. Computer Vision and Image Understanding, 2021, 204(3): 103168.

  11. Qingqing Wang, Ye Huang, Wenjing Jia, Xiangjian He, Michael Blumenstein, Shujing Lyu, Yue  Lu. FACLSTM: ConvLSTM with Focused Attention for Scene Text  Recognition. SCIENCE CHINA Information Sciences, 2020, 63(2): 120103

  12. Yujie Xiong, Li Liu, Shujing Lyu, Patrick S. P. Wang and Yue LuImproving  Text-Independent Chinese Writer Identification with the Aid of  Character Pairs, International Journal of Pattern Recognition and  Artificial Intelligence, 2019, 33(2): 1953001.

  13. Xiaohua  Wei, Shujing Lu, Yue Lu. Compact MQDF Classifiers Using Sparse Coding  for Handwritten Chinese Character Regnition. Pattern Recognition, 2018,  76(4): 679-690.

  14. Xiaohua  Wei, Shujing Lu, Ying Wen and Yue Lu. Recognition of Handwritten  Chinese Address with Writing Variations. Pattern Recognition Letters,  2016, 73: 68-75.

  15. ShujingLu,  Li Liu and Yue Lu, Patrick S.P. Wang. Cost-sensitive Neural Network  Classifiers for Postcode Recognition. International Journal of Pattern  Recognition and Artificial Intelligence, 2012, 26(5): 1-14.

  16. ShujingLu,  Xiao Tu and Yue Lu. A Handwritten Bangla Numeral Recognition Scheme  Based on Expanded Two-layer SOM. International Journal of Intelligent  Systems Technologies and Applications, 2011, 10(2): 203-213.

国际会议:

  1. Dajian Zhong, Shujing Lyu, Palaiahnakote Shivakumara, Bing Yin, Jiajia Wu, Umapada Pal, Yue Lu: SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text Recognition. ECCV (28) 2022: 464-480.

  2. Huan  Liu, Shujing Lyu, Hongjian Zhan, Yue Lu. Writing Style Adversarial  Network for Handwritten Chinese Character Recognition.  ICONIP2019,2019.12

  3. Chunying  Ren, Shujing Lyu, Hongjian Zhan, Yue Lu. SAFont: Automatic Font  Synthesis using Self-Attention Mechanisms. ICONIP2019, Sydney,  Australia, December, 12-15, 2019.

  4. Ziyan  Xu, Shujing Lyu, Yue Lu. Modified Adaptive Implicit Shape Model for  Object Detection. ICONIP2019, Sydney, Australia, December, 12-15, 2019.

  5. Hongjian  Zhan, Shujing Lyu, Xiao Tu, Yue Lu. Residual CRNN and Its Application  to Handwritten Digit String Recognition. ICONIP2019, Sydney, Australia,  December, 12-15, 2019.

  6. Hongjian Zhan, Pinaki Nath Chowdhury, Umapada Pal, Yue Lu. Handwritten Digit String Recognition for Indian Scripts. ACPR2019, Auckland, New Zealand, November 26-29, 2019

  7. Qingqing  Wang, Wenjing Jia, Xiangjian He, Yue Lu, Michael Blumenstein, Ye Huang,  Shujing Lyu. ReELFA: A Scene Text Recognizer with Encoded Location and  Focused Attention, ICDARW2019, Sydney, Australia, September, 20-25,  2019.

  8. Jiwei  Shen, Shujing Lyu, Xiaofeng Zhang, Yue Lu. Change Detection via Graph  Matching and Multi-View Geometric Constraints, ICIP2019, Taiwan,  September 22-25, 2019, pp.4035-4039.

  9. Hongjian  Zhan, Shujing Lyu, Yue Lu. Improving Off-line Handwritten Chinese  Character Recognition with Semantic Information.ICONIP2018, Siem Reap,  Cambodia, December 14-16, 2018. LNCS11305, pp. 528–536.

  10. Hongjian  Zhan, Shujing Lyu, Yue Lu. Handwritten Digit String Recognition using  Convolutional Neural Network. ICPR2018, Beijing, China, August 20-24,  2018. pp.3729-3734.

  11. Zheng  Yu, Shujing Lyu, Yue Lu, Patrick Wang. A Fusion Strategy for the Single  Shot Text Detector. ICPR2018, Beijing, China, August 20-24, 2018.  pp.3687-3691.

  12. XiaohuaWei,  Shujing Lu, Yue Lu. Building a compact MQDF classifier by sparse coding  and vector quantization technique. ICDAR2017, Kyoto, Japan, November  9-15, 2017. pp.454-459.

  13. Shujing  Lu, Jie Zhao and Yue Lu. Express Waybill Extraction on Parcel Images by  Logo Matching. ICIP2016, Phoenix, USA, 2016. pp.2861-2865.

  14. Xiaohua  Wei, Shujing Lu, Ying Wen, Yue Lu. Recognition of Handwritten Chinese  Address with Writing Variations. Pattern Recognition Letters, 2016, 73,  pp.68-75.

  15. Shujing  Lu, Xiaohua Wei, Yue Lu. Cost-sensitive MQDF Classifier for Handwritten  Chinese Address Recognition. ICDAR 2015, Nancy, France, August 23-26,  2015. pp.76-80.

  16. Shengchang  Chen, Shujing Lu, Ying Wen, Yue Lu. Using Multiple Sequence Alignment  and Statistical Language Model to Integrate Multiple Chinese Address  Recognition Outputs. ICDAR 2015, Nancy, France, August 23-26, 2015.  pp.151-155.

  17. ShujingLu,  Xiaohua Wei, Yue Lu. Cost-sensitive Transformation for Chinese Address  Recognition. ICPR2014, Stockholm, Sweden, 2014, pp.2897-2902.

  18. ShujingLu,  Yue Lu. Binarization of Degraded Document Image Using Gaussian Markov  Random Field Model. LCALIP2014, Shanghai, China, 2014, 272-276.

  19. Lei  Ai, Shujing Lu, Ying Wen, Yue Lu. Segmentation of Overlapped and  Touching Handwritten Chinese Strings. Communications in Computer and  Information Science 2012, pp.169-174.

  20. ShujingLu,  Xiao Tu, Yue Lu, An improved two-layer SOM classifier for handwritten  numeral recognition, CIT2008, Sydney, Australia, 2008, pp.367-371.

  21. ShujingLu,  Chunyun Xiao, Yue Lu, A Hybrid Recognition Scheme Based on Partially  Labeled SOM and MLP, ICPR2006 , Hongkong, China, 2006, pp.800-803.

中文期刊:

  1. 吕岳周浙泉吕淑静. 基于双层解耦策略和注意力机制的遮挡目标分割,电子与信息学报, 2023, 45(1): 335-343.

  2. 朱祯悦,吕淑静*,吕岳. 基于图匹配网络的小样本围巾物品分割算法,红外与激光工程,202150(11): 418-426.

  3. 邢琛聪,吕淑静,吕岳. 基于小样本学习的X光图像违禁物品识别,电子测量与仪器学报,202135(3): 204-210.

  4. 贺学成,吕淑静*,吕岳. 高密集度AGV快递包裹分拣系统的路径规划,计算机系统应用,201928(4): 39-44.

  5. 谭婷, 吕淑静, 吕岳. 基于图表示和匹配的表单定位与提取. 智能系统学报, 2019, 14(2): 231-238.



著作章节:

  1. Shujing  Lu, Xiaohua Wei, Xiao Tu, Yue Lu, Handwritten Chinese Address  Recognition for Postal Automation, in Advances in Chinese Document and  Text Processing, World Scientific Publishing, 2017, pp.187-214, (ISBN  978-981-3143-67-8).

  2. Yue  Lu, Xiao Tu, Shujing Lu, Patrick S P Wang. Application of Pattern  Recognition Technology to Postal Automation in China, in Pattern  Recognition and Machine Vision - in Honor and Memory of Professor  King-Sun Fu, River Pub. Co., Denmark, March 2010, pp.367-381  (ISBN:978-87-92329-36-3).

授权发明专利:

  1. 吕岳, 屠晓, 吕淑静, 范生淼. 一种信封图像地址定位方法. 专利号: ZL201010153566.X

  2. 吕岳, 范生淼, 吕淑静, 屠晓, 姚心宇. 一种地址信息库驱动下的邮政信函按址分拣方法. 专利号: ZL201010170949.8

  3. 吕岳, 刘丽, 吕淑静. 一种信封图像匹配方法. 专利号: ZL201110224869.0

  4. 吕淑静, 吕岳. 一种用于邮政分拣系统的邮政编码识别方法. 专利号: ZL201210545034.X

  5. 吕岳,吴琼,吕淑静. 一种基于布局信息分析的邮件图像方向辨别方法. 专利号: ZL201410250620.0

  6. 吕岳,韦箫华,吕淑静. 用于非规范格式手写中文地址的识别方法. 专利号: ZL201510044955.1

  7. 吕岳,吕淑静. 一种基于多样化信息协同的邮件分拣系统. 专利号: ZL201510930085.8

  8. 吕岳,赵杰,吕淑静. 一种基于图像局部特征点配准的表单内容提取方法. 专利号: ZL201510736902.6

  9. 徐玲,范生淼,吕淑静,丁莉. 一种基于图像的包件分拣机纠偏控制系统. 专利号:ZL2016105311488.X

  10. 吕岳,谭婷,吕淑静,许紫燕. 一种快递运单的定位与提取方法. 专利号:ZL201710880981.7

  11. 吕淑静,屠晓,吕岳,贺学成. 多AGV的路径规划方法及设备. 专利号:ZL201910152302.3.

  12. 吕淑静,邢琛聪,吕岳,屠晓. 基于小样本学习的X光违禁物品检测方法. 专利号:ZL202011021849.9

  13. 吕岳,吕淑静,许紫燕,屠晓. 基于隐式形状模型与图匹配的目标检测方法. 专利号:ZL201910482142.9



荣誉及奖励

1.上海市科技进步一等奖

2.交通运输部青年科技英才