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Shujing Lyu

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  • Email: sjlv@cs.ecnu.edu.cn
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Education

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Resume

Other Appointments

Research Fields

Document analysis and recognition, Machine vision, Machine learning.

Enrollment and Training

Course

Scientific

Academic Achievements

Papers in International Journals：

  1. 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

  2. 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.

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

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

  5. 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.

  6. 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.

  7. 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).

  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).



Papers in International Conference Proceedings：

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

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

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

  4. 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.

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

  6. 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.

  7. 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.

  8. 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.

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

  10. 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.

  11. 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.

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

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

  14. 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.

  15. 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.

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

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

  18. 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.

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

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

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