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
2013-11~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
2010-07~2013-10,中国科学院自动化研究所模式识别国家重点实验室, 助理研究员
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、Meng-Biao Zhao,Fei Yin, et al. Mixed-Supervised Scene Text Detection with Expectation-Maximization Algorithm, IEEE Trans. Image Processing (TIP), Accepted.

2、Zhuo Chen, Fei Yin, et al., Cross-Lingual Text Image Recognition via Multi-Hierarchy Cross-Modal Mimic, IEEE Trans. Multimedia (TMM), Accepted.

3、Hong-Ming Yang, Xu-Yao Zhang, Fei Yin, Qing Yang, Cheng-Lin Liu, Convolutional prototype network for open set recognition, IEEE Tran. Pattern Analysis and Machine Intelligence, 44(5): 2358-2370, 2022.

4、Xiao-Long Yun, Yan-Ming Zhang, Fei Yin, Cheng-Lin Liu, Instance GNN: A learning framework for joint symbol segmentation and recognition in online handwritten diagrams, IEEE Trans. Multimedia, 24: 2580-2594, 2022.

5、Xiu-Chuan Li, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu, Decision-based adversarial attack with frequency mixup, IEEE Trans. Information Forensics and Security, 17: 1038-1052, 2022.

6、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, Int. J. Computer Vision, 129: 619-637, 2021。

7、Li Liu, Linlin Huang, Fei Yin, Youbin Chen, Offline signature verification using a region based deep metric learning network, Pattern Recognition, 118: 108009, 2021.

8、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, 98:107026, 2020.

9、Zhuo Chen, Fei Yin, Xu-Yao Zhang, Qing Yang, Cheng-Lin Liu, Multilingual Handwritten Text Recognition via Multi-task Learning of Recurrent Neural Networks, Pattern Recognition, 108:107555, 2020.

10、Jin-Wen Wu, Fei Yin, Yan-Ming Zhang, Xu-Yao Zhang, Cheng-Lin Liu, Handwritten Mathematical Expression Recognition via Paired Adversarial Learning, Int. J. Computer Vision, 128: 2386-2401, 2020。

11、Xu-Yao Zhang, Fei Yin, Yan-Ming Zhang, Cheng-Lin Liu, Yoshua Bengio, Drawing and Recognizing Chinese Characters with Recurrent Neural Network, IEEE Trans. Pattern Analysis and Machine Intelligence, 40(4): 849-862, 2018。

12、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, 27(11): 5406-5419, 2018.

13、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。

14、Yi-Chao Wu, Fei Yin, Cheng-Lin Liu, Improving Handwritten Chinese Text Recognition UsingNeural Network Language Models and Convolutional Neural Network Shape Models, Pattern Recognition, 65: 251-264, 2017.

15、刘国帅、仲伟峰、殷飞、刘成林,自然场景图像与合成图像的快速分类,中国图象图形学报,2017. G. Liu, W. Zhong, F. Yin, C. Liu, Fast classification of natural scene and born-digital images, Chinese Journal of Image and Graphics, 2017.

16、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.

17、 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.

18、 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.

19、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.

20、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.

21、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.

22、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.

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

24、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.

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

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

27、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.

28、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.

29、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.

30、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.

31、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. 

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

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

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

35、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.

36、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.

37、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.

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

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

40、Ming-Liang Zhang, Fei Yin, Yi-Han Hao, Cheng-Lin Liu, Plane Geometry Diagram Parsing, IJCAI-ECAI 2022.

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,科技部国家重点研发计划项目。

3) 复杂版面手写图文识别及理解关键技术研究,科技部“创新2030”新一代人工智能重大项。