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:

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. ICDAR2019 Commpetition on Historical Book Analysis-HBA2019, Challenge 1:Text/Graphic seperation, First Place, Xiao-Hui Li, Fei Yin,Cheng-Lin Liu.

  2. ICDAR2019 Commpetition on Historical Book Analysis-HBA2019,Challenge 2:Font discrimination, First Place, Xiao-Hui Li, Fei Yin,Cheng-Lin Liu.

  3. 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.

  4. 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.
  5. 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.
  6. ICFHR 2014 Competition on Handwritten Digit String Recognition in Challenging Datasets (HDSRC14), First Place, Yi-Chao Wu, Fei Yin, Chang Zhong, Cheng-Lin Liu
  7. ICDAR2013 Competition on Historical Book Recognition (HCR2013) Task: Layout Analysis, First Place, Kai Chen Fei Yin, Cheng-Lin Liu
  8. ICDAR2013 Competition on Historical Newspaper Layout Analysis (HNLA2013), First Place, Kai Chen, Fei Yin, Cheng-Lin Liu

发表论文

1) Hong-Ming Yang, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu, Convolutional Prototype Network for Open Set Recognition, IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), Accepted, 2020.

2) Wei Feng,Fei Yin,Xu-Yao Zhang, Wenhao He,Cheng-Lin Liu,Residual Dual Scale Scene Text Spotting by Fusing Bottom-Up and Top-Down Processing,International Journal of Computer Vision (IJCV), Accepted, 2020.

3) Jin-Wen Wu,Fei Yin,Yan-Ming Zhang,Xu-Yao Zhang,Cheng-Lin Liu,Handwritten Mathematical Expression Recognition via Paired Adversarial Learning,International Journal of Computer Vision (IJCV),128:2386-2401,2020.

4) Wen-Hao He, Xu-Yao Zhang, Fei Yin, Zhenbo Luo, Jean-Marc Ogier, Cheng-Lin Liu, Real-time multi-scale scene text detection with scale-based region proposal network, Pattern Recognition (PR), 98: 107026, 2020.

5)Zuo Chen, Fei Yin, Xu-Yao Zhang, Qing Yang, Cheng-Lin Liu, MuLTReNets: Multilingual text recognition networks for simultaneous script identification and handwriting recognition,Pattern Recognition (PR), 2020,108(107555).

6) Guo-Shuai Liu, Rui-Qi Wang, Fei Yin, Jean-Marc Ogier, Cheng-Lin Liu, Fast genre classification of web images using global and local features, CAAI Trans. Intelligence Technology, 3(3): 161-168, 2018.

7) Wenhao He, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu, Multi-oriented and multi-lingual scene text detection with direct regression, IEEE Trans. Image Processing (TIP), 27(11): 5406-5419, 2018.

8) 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 (TPAMI), 40:849-862,, 2018. 

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 (PR), 65:251-264,2017.

10) Ming-Ke Zhou, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu, Discriminative quadratic feature learning for handwritten Chinese character recognition, Pattern Recognition (PR), 49(1): 7-18, 2016.

11) 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 (IJDAR), 17(1): 91-104, 2014.

12) Qiu-Feng Wang, Fei Yin, Cheng-Lin Liu, Unsupervised language model adaptation for handwritten Chinese text recognition, Pattern Recognition (PR), 47(3): 1202-1216, 2014.

13) Hiang Huang, Fei Yin, Qing-Hu Chen, Cheng-Lin Liu, Keyword spotting in unconstrained handwritten Chinese documents using contextual word model, Image and Vision Computing (IVC), 31(12): 958-968, 2013.

14) Cheng-Lin Liu, Fei Yin, Da-Han Wang, Qiu-Feng Wang, Online and offline handwritten Chinese character recognition: Benchmarking on new databases, Pattern Recognition (PR), 46(1): 155-162, 2013.

15) Fei Yin, Qiu-Feng Wang, Cheng-Lin Liu, Transcript mapping for handwritten Chinese documents by integrating character recognition model and geometric context, Pattern Recognition (PR), 46(10): 2807-2818, 2013.

16) Qiu-Feng Wang, Fei Yin, Cheng-Lin Liu, Handwritten Chinese text recognition by integrating multiple contexts, IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), 34(8): 1469-1481, 2012.

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

18) Fei Yin, Cheng-Lin Liu, Handwritten text line extraction by minimum spanning tree clustering, 5th Int. Conf. on Wavelet Analysis and Pattern Recognition (PR), Beijing, China, 2007, Vol.3, pp.1123-1128.

19) Fei Yin, Cheng-Lin Liu, Handwritten text line segmentation by clustering with distance metric learning, 11th ICFHR, Montreal, Canada, Aug. 2008, p.229-234.

20) Fei Yin, Cheng-Lin Liu, A variational Bayes method for handwritten text line segmentation, 10th ICDAR, Barcelona, Spain, 2009, pp.436-440.

21) 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.

22) 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.

23) 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.

24) 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.

25) 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. 

26) Wenhao He, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu, Deep direct regression for multi-oriented scene text detection, ICCV 2017.

27) Hong-Ming Yang, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu, Robust Classification with Convolutional Prototype Learning, CVPR 2018.

28) Yue Xu, Fei Yin, Zhaoxiang Zhang, Cheng-Lin Liu, Multi-task Layout Analysis for Historical Handwritten Documents Using Fully Convolutional Networks, IJCAI 2018.

29) Jin-Wen Wu, Fei Yin, Yan-Ming Zhang, Xu-Yao Zhang, Cheng-Lin Liu, Image-to-Markup Generation via Paired Adversarial Learning, ECML PKDD 2018.

30) Wei Feng, Wenhao He, Fei Yin, Xu-Yao Zhang, Cheng-Lin Liu, TextDragon: An end-to-end framework for arbitrary shaped text spotting, ICCV 2019.

31) Jin-Wen Wu,Fei Yin,Yan-Ming Zhang,Xu-Yao Zhang,Cheng-Lin Liu,Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression Recognition, AAAI 2021.

32) Wei Feng,Fei Yin, Xu-Yao Zhang, Cheng-Lin Liu, Semantic-Aware Video Text Detection, CVPR2021.

33) Yunfei Guo, Wei Feng, Fei Yin, Tao Xue, Shuqi Mei, Cheng-Lin Liu,  Learning to Understand Traffic Signs, ACM MM2021.

科研活动

1) 面向网络信息安全的图像视频中的文字语义理解理论与方法,自然科学基金重点项目.

2) 基于云计算的移动办公智能交互技术与系统,重点研发计划项目.

3) 复杂版面手写图文识别及理解关键技术研究, “新一代人工智能”重大项目.