个人资料
- 部门: 通信与电子工程学院
- 性别: 女
- 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。
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: 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. 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. Kaijun Liu, Shujing Lyu*, Palaiahnakote Shivakumara, Yue Lu, Few-shot Object Segmentation with a New Feature Aggregation Module, Displays, 2023, 78: 102459. 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. 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. 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
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. 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. 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. 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. 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 Yujie Xiong, Li Liu, Shujing Lyu, Patrick S. P. Wang and Yue Lu,Improving Text-Independent Chinese Writer Identification with the Aid of Character Pairs, International Journal of Pattern Recognition and Artificial Intelligence, 2019, 33(2): 1953001. Xiaohua Wei, Shujing Lu, Yue Lu. Compact MQDF Classifiers Using Sparse Coding for Handwritten Chinese Character Regnition. Pattern Recognition, 2018, 76(4): 679-690. Xiaohua Wei, Shujing Lu, Ying Wen and Yue Lu. Recognition of Handwritten Chinese Address with Writing Variations. Pattern Recognition Letters, 2016, 73: 68-75. 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. 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: 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. Huan Liu, Shujing Lyu, Hongjian Zhan, Yue Lu. Writing Style Adversarial Network for Handwritten Chinese Character Recognition. ICONIP2019,2019.12 Chunying Ren, Shujing Lyu, Hongjian Zhan, Yue Lu. SAFont: Automatic Font Synthesis using Self-Attention Mechanisms. ICONIP2019, Sydney, Australia, December, 12-15, 2019. Ziyan Xu, Shujing Lyu, Yue Lu. Modified Adaptive Implicit Shape Model for Object Detection. ICONIP2019, Sydney, Australia, December, 12-15, 2019. 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. Hongjian Zhan, Pinaki Nath Chowdhury, Umapada Pal, Yue Lu. Handwritten Digit String Recognition for Indian Scripts. ACPR2019, Auckland, New Zealand, November 26-29, 2019 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. 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. 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. Hongjian Zhan, Shujing Lyu, Yue Lu. Handwritten Digit String Recognition using Convolutional Neural Network. ICPR2018, Beijing, China, August 20-24, 2018. pp.3729-3734. 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. 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. Shujing Lu, Jie Zhao and Yue Lu. Express Waybill Extraction on Parcel Images by Logo Matching. ICIP2016, Phoenix, USA, 2016. pp.2861-2865. Xiaohua Wei, Shujing Lu, Ying Wen, Yue Lu. Recognition of Handwritten Chinese Address with Writing Variations. Pattern Recognition Letters, 2016, 73, pp.68-75. 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. 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. ShujingLu, Xiaohua Wei, Yue Lu. Cost-sensitive Transformation for Chinese Address Recognition. ICPR2014, Stockholm, Sweden, 2014, pp.2897-2902. ShujingLu, Yue Lu. Binarization of Degraded Document Image Using Gaussian Markov Random Field Model. LCALIP2014, Shanghai, China, 2014, 272-276. 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. ShujingLu, Xiao Tu, Yue Lu, An improved two-layer SOM classifier for handwritten numeral recognition, CIT2008, Sydney, Australia, 2008, pp.367-371. 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: 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. 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,2021,50(11): 418-426. 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,2021,35(3): 204-210. 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,2019,28(4): 39-44. 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: 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). 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: 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 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 吕岳, 刘丽, 吕淑静. 一种信封图像匹配方法. 专利号: ZL201110224869.0 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 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 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 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 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 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 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 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. 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 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
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