基本信息

殷飞  男  硕导  中国科学院自动化研究所
电子邮件: fyin@nlpr.ia.ac.cn
通信地址: 北京市海淀区中关村东路95号智能大厦605
邮政编码: 100190

部门/实验室:模式识别国家重点实验室

研究领域

文档分析与识别

招生信息

   
招生专业
081203-计算机应用技术
招生方向
文字识别,文档分析

教育背景

2006-09--2010-07   中国科学院自动化研究所   博士
1999-09--2002-07   华中科技大学图像所   硕士
1995-09--1999-07   西安邮电大学计算机系   学士

工作经历

   
工作简历
2010-07~现在, 中国科学院自动化研究所模式识别国家重点实验室, 副研究员
2002-07~2006-05,深圳中兴通信股份有限公司, 软件工程师

专利与奖励

  1. ICDAR2017  Commpetition on Reading Chinese Text in the Wild (RCTW-17) Task: End-to-End Recognition, First Place, Yan-Fei Lv, Fei Yin, Yi-Chao Wu, Cheng-Lin Liu.

  2. ICDAR2017  Commpetition on Reading Chinese Text in the Wild (RCTW-17) Task: Text Location, Second Place, Wen-Hao He, Fei Yin, Da-Han Wang, Cheng-Lin Liu.
  3. ICDAR2017 Competition on Page Object Detection in Document Images, Task A: Formula Detection, Task B: Table Detection, Task C: Figure Detection, Task D: Page Object Detection, First Place, Xiao-Hui Li, Fei Yin, Wei Feng, Cheng-Lin Liu.
  4. ICFHR 2014 Competition on Handwritten Digit String Recognition in Challenging Datasets (HDSRC14), First Place, Yi-Chao Wu, Fei Yin, Chang Zhong, Cheng-Lin Liu
  5. ICDAR2013 Competition on Historical Book Recognition (HCR2013) Task: Layout Analysis, First Place, Kai Chen Fei Yin, Cheng-Lin Liu
  6. ICDAR2013 Competition on Historical Newspaper Layout Analysis (HNLA2013), First Place, Kai Chen, Fei Yin, Cheng-Lin Liu

发表论文

  1. Fei Yin, Cheng-Lin Liu, Handwritten Chinese text line segmentation by clustering with distance metric learning, Pattern Recognition, 42(12): 3146-3157, 2009.

  2. Fei Yin, Qiu-Feng Wang, Cheng-Lin Liu, Transcript mapping for handwritten Chinese documents by integrating character recognition model and geometric context, Pattern Recognition, 46(10): 2807-2818, 2013.
  3. Qiu-Feng Wang, Fei Yin, Cheng-Lin Liu, Handwritten Chinese text recognition by integrating multiple contexts, IEEE Trans. Pattern Analysis and Machine Intelligence, 34(8): 1469-1481, 2012.
  4. Cheng-Lin Liu, Fei Yin, Da-Han Wang, Qiu-Feng Wang, Online and offline handwritten Chinese character recognition: Benchmarking on new databases, Pattern Recognition, 46(1): 155-162, 2013.
  5. Liang Huang, Fei Yin, Qing-Hu Chen, Cheng-Lin Liu, Keyword spotting in unconstrained handwritten Chinese documents using contextual word model, Image and Vision Computing, 31(12): 958-968, 2013.
  6. Qiu-Feng Wang, Fei Yin, Cheng-Lin Liu, Unsupervised language model adaptation for handwritten Chinese text recognition, Pattern Recognition, 47(3): 1202-1216, 2014.
  7. Liang Xu, Fei Yin, Qiu-Feng Wang, Cheng-Lin Liu, An over-segmentation method for single-touching Chinese handwriting with learning based filtering, J. Document Analysis and Recognition, 17(1): 91-104, 2014.
  8. Ming-Ke Zhou, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu, Discriminative quadratic feature learning for handwritten Chinese character recognition, Pattern Recognition, 49(1): 7-18, 2016.
  9. Yi-Chao Wu, Fei Yin, Cheng-Lin Liu, Improving handwritten Chinese text recognition using neural network language models and convolutional neural network shape models, Pattern Recognition, 65:251-264,2017
  10.  Xu-Yao Zhang, Fei Yin, Yan-Ming Zhang, Cheng-Lin Liu, Drawing and Recognizing Chinese Characters with Recurrent Neural Network, IEEE Trans. Pattern Analysis and Machine Intelligence, Accepted, 2017. 
  11. Fei Yin, Cheng-Lin Liu, Handwritten text line extraction by minimum spanning tree clustering, 5th Int. Conf. on Wavelet Analysis and Pattern Recognition, Beijing, China, 2007, Vol.3, pp.1123-1128.
  12. Fei Yin, Cheng-Lin Liu, Handwritten text line segmentation by clustering with distance metric learning, 11th ICFHR, Montreal, Canada, Aug. 2008, p.229-234.
  13. Fei Yin, Cheng-Lin Liu, A variational Bayes method for handwritten text line segmentation, 10th ICDAR, Barcelona, Spain, 2009, pp.436-440.
  14. Fei Yin, Qiu-Feng Wang, Cheng-Lin Liu, A tool for ground-truthing text lines and characters in off-line handwritten Chinese documents,10th ICDAR, Barcelona, Spain, 2009, pp.951-955.
  15. Fei Yin, Qiu-Feng Wang, Cheng-Lin Liu, Integrating geometric context for text alignment of handwritten Chinese documents, 12th ICFHR, Kolkata, India, 2010, pp.7-12.
  16. Fei Yin, Ming-Ke Zhou, Qiu-Feng Wang, Cheng-Lin Liu, Style consistent perturbation for handwritten Chinese character recognition,12th ICDAR, Washington D.C., 2013, pp.1051-1055.
  17. Fei Yin, Qiu-Feng Wang, Xu-Yao Zhang, Cheng-Lin Liu, ICDAR 2013 Chinese handwriting recognition competition, 12th ICDAR, Washington D.C., 2013, pp.1095-1101.
  18. Fei Yin, Pai-Pai Liu, Linlin Huang, Cheng-Lin Liu, Lexicon-Driven Recognition of One-Stroke Character Strings in Visual Gesture, 13th ICDAR, Nancy, France, 2015, pp.421-425. 

科研活动

   
科研项目
( 1 ) 基于弱监督学习的中文古籍识别方法研究, 主持, 国家级, 2016-01--2019-12
( 2 ) 文档图像处理与识别中若干关键算法研究, 主持, 院级, 2016-04--2020-12
( 3 ) Domain Adaptation of Neural Networks for Historic Chinese Handwriting Character Recognition, 主持, 院级, 2017-03--2017-12