模式识别、文档分析、计算机视觉、深度学习

   

081203-计算机应用技术

文字识别，文档分析

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

   

2022-01~现在, 中国科学院自动化研究所模式识别国家重点实验室, 研究员
2013-11~2021-12,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

学术竞赛奖励：

1、ICDAR2019 Commpetition on Historical Book Analysis-HBA2019，

           Challenge 1：Text/Graphic seperation, First Place.

           Challenge 2：Font discrimination, First Place.

2、ICDAR2017  Commpetition on Reading Chinese Text in the Wild (RCTW-17) ，

           Task: End-to-End Recognition, First Place.

           Task: Text Location, Second Place.

3、ICDAR2017 Competition on Page Object Detection in Document Images,

​           Task A: Formula Detection, First Place.

           Task B: Table Detection,First Place.

           Task C: Figure Detection, First Place.

          Task D: Page Object Detection, First Place.

4、ICFHR 2014 Competition on Handwritten Digit String Recognition in Challenging Datasets, First Place.

5、ICDAR2013 Competition on Historical Book Recognition (HCR2013) Task: Layout Analysis, First Place.

6、ICDAR2013 Competition on Historical Newspaper Layout Analysis (HNLA2013), First Place.

学术论文奖励：

1、ACPR2021 Best Student Paper Award.

2、ICPR2020 Best Scientific Paper Award.

3、DAS2020 Best Student Paper Award.

4、ICFHR2014 Best Poster Paper Award.

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 (TPAMI), 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 (TMM), 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 (TIFS), 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 (IJCV), 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 (PR), 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 (PR), 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 (PR), 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 (IJCV), 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 (TPAMI), 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 (TIP), 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 (PR), 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 (PR), 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.

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目。