基本信息
刘成林  男  博导  中国科学院自动化研究所
电子邮件: chenglin.liu@ia.ac.cn
通信地址: 北京中科院自动化所模式识别国家重点实验室
邮政编码: 100190

研究领域

模式识别理论与方法
文字识别与文档分析

教育背景

1992-03--1995-06   中科院自动化所   博士
1989-09--1992-03   北京工业大学   硕士
1985-09--1989-07   武汉大学   学士
学历

武汉大学,1985-1989,理学学士
北京工业大学,1989-1992,工学硕士
中科院自动化研究所,1992-1995,工学博士

学位
中科院自动化研究所,1995,工学博士
出国学习工作
1996.3-1997.10,韩国科学技术院(KAIST),博士后
1997.11-1999.3,东京农工大学,博士后
1999.3-2004.12,日立中央研究所,研究员

工作经历

   
工作简历
2005-01~现在, 中国科学院自动化研究所, 研究员
1999-03~2004-12,日立中央研究所, 研究员
1997-11~1999-03,东京农工大学, 博士后
1996-03~1997-10,韩国科学技术院, 博士后
社会兼职
2020-11-30-2020-12-04,Asian Conference on Computer Vision (ACCV 2020), Program Co-Chair
2020-10-15-2020-10-17,中国模式识别与计算机视觉大会, 大会主席
2020-10-01-今,中国图象图形学学报, 领域主编
2020-09-06-2020-09-09,17th International Conference on Frontiers of Handwriting Recognition, Program Co-Chair
2020-07-26-2020-07-29,15th International Workshop on Document Analysis Systems, General Chair
2019-10-28-今,中国人工智能学会, 副理事长
2019-09-18-2019-09-23,15th Int. Conf. on Document Analysis and Recognition, Program Chair
2018-08-20-2018-08-24,24th Int. Conf. on Pattern Recognition (ICPR), Program Chair
2017-11-08-2017-11-14,14th Int. Conf. on Document Analysis and Recognition (ICDAR 2017), Area Chair
2016-12-31-今,Pattern Recognition, Associate Editor-in-Chief
2016-06-01-今,中国自动化学会模式识别与智能系统专委会, 主任
2016-01-01-今,Cognitive Computation, Associate Editor
2015-11-01-今,自动化学报, 副主编
2015-01-01-今,IEEE Fellow,
2014-09-30-2019-10-31,中国人工智能学会模式识别专委会, 主任
2012-11-01-今,IAPR Fellow,
2010-12-31-今,Int. J. Document Analysis and Recognition, Associate Editor
2007-12-31-今,Image and Vision Computing, Associate Editor

教授课程

模式识别
模式识别与机器学习
控制科学与工程系列讲座

专利与奖励

   
奖励信息
(1) 视觉运动模式学习与理解的理论与方法, 二等奖, 国家级, 2020
(2) 中国科学院北京分院科技成果转化奖一等奖, 一等奖, 院级, 2018
(3) 国家百千万人才工程“有突出贡献中青年专家”, 一等奖, 国家级, 2017
(4) 中科院朱李月华优秀教师奖, 一等奖, 院级, 2016
(5) IAPR/ICDAR青年学者奖, 一等奖, 其他, 2005
专利成果
[1] 殷飞, 王瑞琪, 刘成林, 刘龙, 薛涛, 李玉梅. 一种图片筛选方法、装置及电子设备. CN: CN110321892A, 2019-10-11.

[2] 刘成林, 王铁强. 基于全卷积神经网络的中文字符图像笔划提取方法、系统. CN: CN110232337A, 2019-09-13.

[3] 刘成林, 李晓辉, 殷飞. 试卷内容自动分类的版面分析方法、系统. CN: CN109685065A, 2019-04-26.

[4] 殷飞, 张颐康, 刘成林. 手写汉字书写质量评价方法及系统. CN: CN109543777A, 2019-03-29.

[5] 殷飞, 吴金文, 孙俊, 刘成林. 基于图半监督学习的文档二值化处理方法、系统、装置. CN: CN109460735A, 2019-03-12.

[6] 刘成林, 董振江, 陈凯, 贾霞, 殷飞, 陈和香. 一种图像文本检测方法及系统、用户终端及服务器. CN: CN107977592A, 2018-05-01.

[7] 徐博, 吴玉芳, 张恒, 郝红卫, 刘成林. 基于非监督关键二元词串提取的微博文本自动摘要方法. CN: CN104216875A, 2014-12-17.

[8] 刘成林, 靳潇杰, 王秋锋, 侯新文. 一种空中手写字符串识别方法. CN: CN103577843A, 2014-02-12.

[9] 陈雪云, 刘成林, 向世明, 潘春洪. 用于目标图像分割的全局阈值分割方法. CN: CN102819841A, 2012-12-12.

[10] 刘成林, 白博, 殷飞. 用于视频中文本区域检测与定位的方法. CN: CN102542268A, 2012-07-04.

[11] 刘成林, 白博, 殷飞. 一种视频字幕文本提取和识别的方法. CN: CN102332096A, 2012-01-25.

[12] 刘成林, 王大寒. 一种联机手写句子实时识别方法. CN: CN101853126A, 2010-10-06.

出版信息

   
发表论文
(1) Document Dewarping with Control Points, 2022, 
(2) Residual Dual Scale Scene Text Spotting by Fusing Bottom-Up and Top-Down Processing, INTERNATIONAL JOURNAL OF COMPUTER VISION, 2021, 通讯作者
(3) 综合集成研讨厅体系起源、发展现状与趋势, Hall for Workshop of Metasynthetic Engineering:The Origin,Development Status and Future, 自动化学报, 2021, 第 3 作者
(4) BlockQNN: Efficient Block-Wise Neural Network Architecture Generation, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 通讯作者
(5) Joint stroke classification and text line grouping in online handwritten documents with edge pooling attention networks, PATTERN RECOGNITION, 2021, 通讯作者
(6) Multi-branch guided attention network for irregular text recognition, NEUROCOMPUTING, 2021, 通讯作者
(7) Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 第 4 作者
(8) Online Semi-Supervised Learning with Learning Vector Quantization, NEUROCOMPUTING, 2020, 通讯作者
(9) Realtime multi-scale scene text detection with scale-based region proposal network, PATTERN RECOGNITION, 2020, 通讯作者
(10) Towards Robust Pattern Recognition: A Review, PROCEEDINGS OF THE IEEE, 2020, 通讯作者
(11) Scene Text Recognition by Attention Network with Gated Embedding, 2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2020, 
(12) Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition, IEEE TRANSACTIONS ON CYBERNETICS, 2020, 第 4 作者
(13) DNA computing inspired deep networks design, NEUROCOMPUTING, 2020, 第 6 作者
(14) Special issue on "Applications of graph-based techniques to pattern recognition", PATTERN RECOGNITION LETTERS, 2020, 第 3 作者
(15) Discriminative structure learning of sum–product networks for data stream classification, NEURAL NETWORKS, 2020, 第 2 作者
(16) Handwritten Mathematical Expression Recognition via Paired Adversarial Learning, INTERNATIONAL JOURNAL OF COMPUTER VISION, 2020, 第 5 作者
(17) MuLTReNets: Multilingual text recognition networks for simultaneous script identification and handwriting recognition, PATTERN RECOGNITION, 2020, 第 5 作者
(18) Total-Text: toward orientation robustness in scene text detection, INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2020, 第 3 作者
(19) Teaching machines to write like humans using L-attributed grammar, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2020, 第 2 作者
(20) A benchmark for unconstrained online handwritten Uyghur word recognition, INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2020, 第 4 作者
(21) 计算机拼接甲骨碎片图像技术简论, 殷都学刊, 2020, 第 3 作者
(22) Insect Recognition Under Natural Scenes Using R-FCN with Anchor Boxes Estimation, IMAGE AND GRAPHICS, ICIG 2019, PT I, 2019, 
(23) Discriminative Feature Selection via Employing Smooth and Robust Hinge Loss., IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 通讯作者
(24) Online Handwritten Diagram Recognition with Graph Attention Networks, IMAGE AND GRAPHICS, ICIG 2019, PT I, 2019, 通讯作者
(25) Arbitrary Shape Scene Text Detection with Adaptive Text Region Representation, 2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019), 2019, 
(26) 文档图像识别技术回顾与展望, Document Image Recognition:Retrospective and Perspective of Technology, 数据与计算发展前沿, 2019, 第 1 作者
(27) Recognizing online handwritten Chinese characters using RNNs with new computing architectures, PATTERN RECOGNITION, 2019, 第 3 作者
(28) LightweightNet: Toward fast and lightweight convolutional neural networks via architecture distillation, PATTERN RECOGNITION, 2019, 通讯作者
(29) Oracle Character Recognition by Nearest Neighbor Classification with Deep Metric Learning, 2019, 第 5 作者
(30) Multi-view Semi-supervised 3D Whole Brain Segmentation with a Self-ensemble Network, MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2019, PT III, 2019, 
(31) Data-Distortion Guided Self-Distillation for Deep Neural Networks, THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2019, 
(32) TextDragon: An End-to-End Framework for Arbitrary Shaped Text Spotting, 2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2019), 2019, 
(33) Decision Controller for Object Tracking With Deep Reinforcement Learning, IEEE ACCESS, 2019, 通讯作者
(34) Accelerating Bag-of-Words with SOM, NEURAL INFORMATION PROCESSING (ICONIP 2019), PT III, 2019, 
(35) Image-to-Markup Generation via Paired Adversarial Learning, MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2018, PT I, 2019, 
(36) Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition, IEEE Transactions Cybernetics, 2019, 第 4 作者
(37) Special issue on advances in graph algorithm and applications, NEUROCOMPUTING, 2019, 第 4 作者
(38) Special Issue of BICS 2016, COGNITIVE COMPUTATION, 2018, 通讯作者
(39) Incremental Adaptive Learning Vector Quantization for Character Recognition with Continuous Style Adaptation, COGNITIVE COMPUTATION, 2018, 通讯作者
(40) Multi-Oriented and Multi-Lingual Scene Text Detection With Direct Regression, IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 通讯作者
(41) Printed/Handwritten Texts and Graphics Separation in Complex Documents using Conditional Random Fields, 2018 13TH IAPR INTERNATIONAL WORKSHOP ON DOCUMENT ANALYSIS SYSTEMS (DAS), 2018, 
(42) Practical Block-wise Neural Network Architecture Generation, 2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2018, 
(43) Multi-task Layout Analysis for Historical Handwritten Documents Using Fully Convolutional Networks,, 2018, 第 2 作者
(44) Drawing and Recognizing Chinese Characters with Recurrent Neural Network., IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 第 4 作者
(45) Online Video Text Detection with Markov Decision Process, 2018 13TH IAPR INTERNATIONAL WORKSHOP ON DOCUMENT ANALYSIS SYSTEMS (DAS), 2018, 
(46) Robust Classification with Convolutional Prototype Learning, 2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2018, 
(47) Fast genre classification of web images using global and local features, Fast genre classification of web images using global and local features, 智能技术学报, 2018, 第 5 作者
(48) DeepAD: A Deep Learning Based Approach to Stroke-Level Abnormality Detection in Handwritten Chinese Character Recognition, 2018 IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), 2018, 
(49) Online Semi-Supervised Learning with Adaptive Vector Quantization, PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE (ICPRAI 2018), 2018, 
(50) Deep Transfer Mapping for Unsupervised Writer Adaptation, PROCEEDINGS 2018 16TH INTERNATIONAL CONFERENCE ON FRONTIERS IN HANDWRITING RECOGNITION (ICFHR), 2018, 
(51) Special issue on deep learning for document analysis and recognition, INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2018, 通讯作者
(52) Image-to-Markup Generation via Paired Adversarial Learning, 2018, 第 1 作者
(53) Page Segmentation for Historical Handwritten Documents Using Fully Convolutional Networks, 2017 14TH IAPR INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), VOL 1, 2017, 
(54) A Flattened Maximally Stable Extremal Region Method for Scene Text Detection, 2017, 第 2 作者
(55) Handwriting Style Mixture Adaptation, 2017 14TH IAPR INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), VOL 1, 2017, 
(56) Online and offline handwritten Chinese character recognition: A comprehensive study and new benchmark, PATTERN RECOGNITION, 2017, 第 3 作者
(57) End-to-End Online Writer Identification With Recurrent Neural Network, IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2017, 第 3 作者
(58) Radical-Based Chinese Character Recognition via Multi-Labeled Learning of Deep Residual Networks, Proc. 14th Int. Conf. Document Analysis and Recognition, 2017, 
(59) LG-CNN: From local parts to global discrimination for fine-grained recognition, PATTERN RECOGNITION, 2017, 通讯作者
(60) Simultaneous Script Identification and Handwriting Recognition via Multi-Task Learning of Recurrent Neural Networks, 2017 14TH IAPR INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), VOL 1, 2017, 
(61) Enhancement of Low Light Level Images with Regression Methods, NINTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2017), 2017, 
(62) Handwriting Style Mixture Adaptation, 2017, 第 4 作者
(63) Margin-Aware Binarized Weight Networks for Image Classification, IMAGE AND GRAPHICS (ICIG 2017), PT I, 2017, 
(64) Deep Direct Regression for Multi-Oriented Scene Text Detection, 2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2017, 
(65) Radical-Based Chinese Character Recognition via Multi-Labeled Learning of Deep Residual Networks, 2017 14TH IAPR INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), VOL 1, 2017, 
(66) Handwritten Chinese Character Blind Inpainting with Conditional Generative Adversarial Nets, PROCEEDINGS 2017 4TH IAPR ASIAN CONFERENCE ON PATTERN RECOGNITION (ACPR), 2017, 
(67) Special issue "Advances in graph-based pattern recognition", PATTERN RECOGNITION LETTERS, 2017, 通讯作者
(68) Diverse Neuron Type Selection for Convolutional Neural Networks, 2017, 第 2 作者
(69) Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 通讯作者
(70) Scene Text Detection with Novel Superpixel Based Character Candidate Extraction, 2017 14TH IAPR INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), VOL 1, 2017, 
(71) A Unified Video Text Detection Method with Network Flow, 2017 14TH IAPR INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), VOL 1, 2017, 第 2 作者
(72) Fast Genre Classification of Web Images Using Global and Local Features, PROCEEDINGS 2017 4TH IAPR ASIAN CONFERENCE ON PATTERN RECOGNITION (ACPR), 2017, 
(73) Traffic Sign Detection Using a Cascade Method With Fast Feature Extraction and Saliency Test, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2017, 第 5 作者
(74) Handwritten Chinese Text Recognition Using Separable Multi-Dimensional Recurrent Neural Network, 2017 14TH IAPR INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), VOL 1, 2017, 
(75) Building Regional Covariance Descriptors for Vehicle Detection, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 第 5 作者
(76) Simultaneous Script Identification and Handwriting Recognition via Multi-Task Learning of Recurrent Neural Networks, 2017, 第 3 作者
(77) Improving handwritten Chinese text recognition using neural network language models and convolutional neural network shape models, PATTERN RECOGNITION, 2017, 通讯作者
(78) Page Segmentation for Historical Handwritten Documents Using Fully Convolutional Networks, 2017, 第 4 作者
(79) Deep Direct Regression for Multi-Oriented Scene Text Detection, 2017, 第 2 作者
(80) Keyword spotting in handwritten chinese documents using semi-markov conditional random fields, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2017, 第 3 作者
(81) Handwritten Chinese Character Blind Inpainting with Conditional Generative Adversarial Nets, 2017, 
(82) Handwritten Chinese Text Recognition Using Separable Multi-Dimensional Recurrent Neural Network, 2017, 第 3 作者
(83) SDE: A Novel Selective, Discriminative and Equalizing Feature Representation for Visual Recognition, INTERNATIONAL JOURNAL OF COMPUTER VISION, 2017, 通讯作者
(84) SDE: A novel selective, discriminative and equalizing feature representation for visual recognition, International Journal of Computer Vision (IJCV), 2017, 第 2 作者
(85) A Unified Video Text Detection Method with Network Flow, 2017 14TH IAPR INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), VOL 1, 2017, 
(86) Natural Scene Character Recognition Using Robust PCA and Sparse Representation, Proc. 12th IAPR Workshop on DAS, 2016, pp.340-345., 2016, 第 1 作者
(87) Incremental Learning Vector Quantization for Character Recognition with Local Style Consistency, BICS 2016, 2016, 第 2 作者
(88) Fast Aircraft Detection Using End-to-End Fully Convolutional Network, 2016 IEEE INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING (DSP), 2016, 
(89) Unsupervised Adaptation of Neural Networks for Chinese Handwriting Recognition, PROCEEDINGS OF 2016 15TH INTERNATIONAL CONFERENCE ON FRONTIERS IN HANDWRITING RECOGNITION (ICFHR), 2016, 
(90) Text Detection, Tracking and Recognition in Video: A Comprehensive Survey, IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 通讯作者
(91) Enhancement of Low Light Level Images with Coupled Dictionary Learning, Proc. 23rd ICPR, 2016, 第 1 作者
(92) Effective Candidate Component Extraction for Text Localization in Born-Digital Images by Combining Text Contours and Stroke Interior Regions, PROCEEDINGS OF 12TH IAPR WORKSHOP ON DOCUMENT ANALYSIS SYSTEMS, (DAS 2016), 2016, 
(93) Fast aircraft detection using end-to-end fully convolutional network, Proc. International Conference on Digital Signal Processing (DSP 2016), 2016, 第 1 作者
(94) Page Segmentation for Historical Handwritten Document Images Using Conditional Random Fields, PROCEEDINGS OF 2016 15TH INTERNATIONAL CONFERENCE ON FRONTIERS IN HANDWRITING RECOGNITION (ICFHR), 2016, 
(95) Semantic expansion using word embedding clustering and convolutional neural network for improving short text classification, NEUROCOMPUTING, 2016, 第 5 作者
(96) Enhancement of Low Light Level Images with Coupled Dictionary Learning, 2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2016, 
(97) 类脑智能研究现状与发展思考, Research Status and Developments of Brain-inspired Intelligence, 中国科学院院刊, 2016, 第 2 作者
(98) Large-scale graph-based semi-supervised learning via tree Laplacian solver, AAAI Conference on Artificial Intelligence, 2016, 第 4 作者
(99) Handwritten Chinese character recognition with spatial transformer and deep residual networks, International Conference on Pattern Recognition (ICPR), 2016, 第 4 作者
(100) Page Segmentation for Historical Handwritten Document Images Using Conditional Random Fields, Proc. 15th ICFHR, 2016, 第 3 作者
(101) Page Segmentation for Historical Document Images Based on Superpixel Classification with Unsupervised Feature Learning, Proc. 12th IAPR Workshop on DAS, 2016, 第 1 作者
(102) Joint Training of Conditional Random Fields and Neural Networks for Stroke Classification in Online Handwritten Documents, 23rd International Conference on Pattern Recognition, 2016, 第 1 作者
(103) Natural Scene Character Recognition Using Robust PCA and Sparse Representation, PROCEEDINGS OF 12TH IAPR WORKSHOP ON DOCUMENT ANALYSIS SYSTEMS, (DAS 2016), 2016, 
(104) Exploiting coarse-to-fine mechanism for fine-grained recognition, International Conference on Image Processing (ICIP), 2016, 第 3 作者
(105) 类脑智能研究的回顾与展望, Retrospect and Outlook of Brain-Inspired Intelligence Research, 计算机学报, 2016, 第 2 作者
(106) Adaptive spatial pooling for image classification, PATTERN RECOGNITION, 2016, 通讯作者
(107) Discriminative quadratic feature learning for handwritten Chinese character recognition, PATTERN RECOGNITION, 2016, 第 4 作者
(108) A fast projected fixed-point algorithm for large graph matching, PATTERN RECOGNITION, 2016, 第 3 作者
(109) Joint Training of Conditional Random Fields and Neural Networks for Stroke Classification in Online Handwritten Documents, 2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2016, 
(110) 自然场景图像与合成图像的快速分类, 2016, 第 1 作者
(111) Handwritten Chinese Character Recognition with Spatial Transformer and Deep Residual Networks, 2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2016, 
(112) Effective Candidate Component Extraction for Text Localization in Born-Digital Images by Combining Text Contours and Stroke Interior Regions, Proceedings of IAPR International Workshop on Document Analysis Systems, 2016, 第 1 作者
(113) Unsupervised adaptation of neural networks for Chinese handwriting recognition, International Conference on Frontiers in Handwriting Recognition (ICFHR), 2016, 第 5 作者
(114) Retargeted Least Squares Regression Algorithm., IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 第 4 作者
(115) Neural Network Based Over-Segmentation for Scene Text Recognition, Asian Conference on Pattern Recognition, 2015, 
(116) Task-driven feature pooling for image classification, Proc. IEEE International Conference on Computer Vision (ICCV), 2015, 第 5 作者
(117) A Saliency-Based Cascade Method for Fast Traffic Sign Detection, 2015 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV), 2015, 
(118) Efficient Feature Coding Based on Auto-encoder Network for Image Classification, COMPUTER VISION - ACCV 2014, PT I, 2015, 
(119) Efficient Text Localization in Born-Digital Images by Local Contrast-Based Segmentation, 2015 13TH IAPR INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), 2015, 
(120) Semantic Clustering and Convolutional Neural Network for Short Text Categorization, PROCEEDINGS OF THE 53RD ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL) AND THE 7TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING (IJCNLP), VOL 2, 2015, 
(121) Efficient Text Localization in Born-Digital Images by Local Contrast-Based Segmentation, International Conference on Document Analysis and Recognition (ICDAR), 2015, 第 2 作者
(122) A Convolutional Architecture for Short Text Expansion and Classification, 2015 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY (WI-IAT), VOL 1, 2015, 第 5 作者
(123) Evaluation of neural network language models in handwritten Chinese text recognition, Proc. 13th ICDAR, 2015, 第 1 作者
(124) Task-Driven Feature Pooling for Image Classification, ICCV, 2015, 第 5 作者
(125) Lexicon-driven recognition of one-stroke character strings in visual gesture, Proc. 13th ICDAR, 2015, 第 2 作者
(126) Insect recognition using sparse coding and decision fusion, Computer Vision and Pattern Recognition in Environmental Informatics, 2015, 第 2 作者
(127) 基于索引的快速手写中文文档关键词检索, Fast Keyword Spotting in Handwritten Chinese Documents Using Index, 模式识别与人工智能, 2015, 第 1 作者
(128) Traffic Sign Detection from Video: A Fast Approach with Tracking, Asian Conference on Pattern Recognition, 2015, 第 2 作者
(129) A Sparse Projection and Low-Rank Recovery Framework for Handwriting Representation and Salient Stroke Feature Extraction, ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2015, 第 2 作者
(130) Word embedding clustering and convolutional neural network for short text categorization, ACL-IJCNLP 2015, 2015, 第 6 作者
(131) MTC: A Fast and Robust Graph-Based Transductive Learning Method., IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 第 4 作者
(132) Semantic Clustering and Convolutional Neural Network for Short Text Categorization, 2015, 第 5 作者
(133) A Convolutional Architecture for Short Text Expansion and Classification, 2015 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY (WI-IAT), VOL 1, 2015, 
(134) A nonlinear classifier based on factorization machines model, Chinese Conference on Pattern Recognition (CCPR 2014), 2014, 第 2 作者
(135) A seed-based segmentation method for scene text extraction, Proc. 11th IAPR Workshop on DAS, 2014, 第 3 作者
(136) Minimum-risk training for semi-Markov conditional random fields with application to handwritten Chinese/Japanese text recognition, PATTERN RECOGNITION, 2014, 第 5 作者
(137) Improving Handwritten Chinese Character Recognition with Discriminative Quadratic Feature Extraction, International Conference on Pattern Recognition (ICPR), 2014, 第 2 作者
(138) Combination of Classification and Clustering Results with Label Propagation, IEEE SIGNAL PROCESSING LETTERS, 2014, 第 5 作者
(139) Multi-class segmentation of free-form online documents with tree conditional random fields, INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2014, 第 2 作者
(140) Evaluation of geometric context models for handwritten numeral string recognition, Proc. 14th ICFHR, 2014, 第 2 作者
(141) Vehicle Detection in Satellite Images by Hybrid Deep Convolutional Neural Networks, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2014, 第 3 作者
(142) An over-segmentation method for single-touching Chinese handwriting with learning-based filtering, INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2014, 第 4 作者
(143) "Special Issue on Handwriting recognition and other PR applications", PATTERN RECOGNITION, 2014, 第 2 作者
(144) Integrating supervised subspace criteria with restricted Boltzmann Machine for feature extraction, Procceding of IJCNN 2014, 2014, 第 4 作者
(145) Efficient Feature Coding Based on Auto-encoder Network for Image Classification, Procceding of ACCV 2014, 2014, 第 3 作者
(146) Character confidence based on N-best list for keyword spotting in online Chinese handwritten documents, PATTERN RECOGNITION, 2014, 通讯作者
(147) Contextual text/non-text stroke classification in online handwritten notes with conditional random fields, PATTERN RECOGNITION, 2014, 第 2 作者
(148) Unsupervised language model adaptation for handwritten Chinese text recognition, PATTERN RECOGNITION, 2014, 通讯作者
(149) Evaluation of Geometric Context Models for Handwritten Numeral String Recognition, 2014 14TH INTERNATIONAL CONFERENCE ON FRONTIERS IN HANDWRITING RECOGNITION (ICFHR), 2014, 
(150) Learning locality preserving graph from data., IEEE TRANSACTIONS ON CYBERNETICS, 2014, 第 4 作者
(151) Minimum-risk training for semi-Markov conditional random fields with application to handwritten Chinese/Japanese text recognition, PATTERN RECOGNITION, 2014, 第 5 作者
(152) Graphical lasso quadratic discriminant function and its application to character recognition, NEUROCOMPUTING, 2014, 第 4 作者
(153) Learning confidence transformation for handwritten Chinese text recognition, INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2014, 通讯作者
(154) Aircraft detection by deep belief nets, Proc. 2nd ACPR, 2013, 第 2 作者
(155) A compact spatial feature representation for image classification, Proc. 2nd ACPR, 2013, 第 3 作者
(156) Visual gesture character string recognition by classification-based segmentation with stroke deletion, Proc. 2nd ACPR, 2013, 第 1 作者
(157) Style Consistent Perturbation for Handwritten Chinese Character Recognition, International Conference on Document Analysis and Recognition (ICDAR), 2013, 第 2 作者
(158) Writer adaptation with style transfer mapping., IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2013, 第 2 作者
(159) Locally Smoothed Modified Quadratic Discriminant Function, International Conference on Document Analysis and Recognition (ICDAR), 2013, 第 2 作者
(160) GPU-Based Fast Training of Discriminative Learning Quadratic Discriminant Function for Handwritten Chinese Character Recognition, International Conference on Document Analysis and Recognition (ICDAR), 2013, 第 2 作者
(161) ICDAR 2013 Chinese Handwriting Recognition Competition, 2013 12TH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), 2013, 
(162) Feature Transformation with Class Conditional Decorrelation, IEEE International Conference on Data Mining (ICDM), 2013, 第 2 作者
(163) Fast instance selection for speeding up support vector machines, KNOWLEDGE-BASED SYSTEMS, 2013, 第 4 作者
(164) Dense Trajectories and Motion Boundary Descriptors for Action Recognition, INTERNATIONAL JOURNAL OF COMPUTER VISION, 2013, 第 4 作者
(165) Scene Text Localization Using Gradient Local Correlation, 2013 12TH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), 2013, 
(166) Online and offline handwritten Chinese character recognition: Benchmarking on new databases, PATTERN RECOGNITION, 2013, 通讯作者
(167) Common Sense Knowledge for Handwritten Chinese Text Recognition, COGNITIVE COMPUTATION, 2013, 第 3 作者
(168) Evaluation of weighted Fisher criteria for large category dimensionality reduction in application to Chinese handwriting recognition, PATTERN RECOGNITION, 2013, 第 2 作者
(169) Vehicle detection in satellite images by parallel deep convolutional neural networks, Proc. 2nd ACPR, 2013, 第 3 作者
(170) Hybrid Page Segmentation with Efficient Whitespace Rectangles Extraction and Grouping, International Conference on Document Analysis and Recognition (ICDAR), 2013, 第 2 作者
(171) Keyword Spotting in Online Chinese Handwritten Documents with Candidate Scoring Based on Semi-CRF Model, International Conference on Document Analysis and Recognition (ICDAR), 2013, 第 1 作者
(172) Fast kNN graph construction with locality sensitive hashing, Machine Learning and Knowledge Discovery in Databases, LNCS Vol.8190, Springer, 2013, 第 2 作者
(173) Keyword spotting in unconstrained handwritten Chinese documents using contextual word model, IMAGE AND VISION COMPUTING, 2013, 通讯作者
(174) An algorithm for maximum common subgraph of planar triangulation graphs, Proc. 9th IAPR Workshop on Graph-based Representations in Pattern Recognition (GbR 2013),LNCS 7877, Springer, 2013, 2013, 第 1 作者
(175) KEYWORD SPOTTING FROM ONLINE CHINESE HANDWRITTEN DOCUMENTS USING ONE-VERSUS-ALL CHARACTER CLASSIFICATION MODEL, INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2013, 第 3 作者
(176) Error-correcting output codes based ensemble feature extraction, PATTERN RECOGNITION, 2013, 通讯作者
(177) Geometry preserving multi-task metric learning, MACHINE LEARNING, 2013, 第 3 作者
(178) A multi-task framework for metric learning with common subspace, NEURAL COMPUTING & APPLICATIONS, 2013, 第 3 作者
(179) Handwritten Chinese/Japanese Text Recognition Using Semi-Markov Conditional Random Fields, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2013, 第 4 作者
(180) An evaluation of statistical methods in handwritten hangul recognition, INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2013, 第 3 作者
(181) ICDAR 2013 Chinese Handwriting Recognition Competition, International Conference on Document Analysis and Recognition (ICDAR), 2013, 第 1 作者
(182) Hybrid Page Segmentation with Efficient Whitespace Rectangles Extraction and Grouping, 2013 12TH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), 2013, 
(183) Approximate kNN graph construction with locality sensitive hashing, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2013, 第 4 作者
(184) Transcript mapping for handwritten Chinese documents by integrating character recognition model and geometric context, PATTERN RECOGNITION, 2013, 第 3 作者
(185) Scene Text Localization Using Gradient Local Correlation, International Conference on Document Analysis and Recognition (ICDAR), 2013, 第 2 作者
(186) A touching character database from Chinese handwriting for assessing segmentation algorithms, Proc. 13th ICFHR, 2012, 第 4 作者
(187) 联机手写维吾尔文字母识别方法, A Method for Online Handwritten Uyghur Character Recognition, 模式识别与人工智能, 2012, 第 3 作者
(188) A fast stroke-based method for text detection in video, Proc. DAS, 2012, 2012, 第 1 作者
(189) Text/non-text classification in online handwritten documents with conditional random fields, Chinese Conference on Pattern Recognition (CCPR 2012), 2012, 第 1 作者
(190) An effective character separation method for online cursive Ughur handwriting, Chinese Conference on Pattern Recognition (CCPR 2012), 2012, 第 3 作者
(191) Joint learning of error-correcting output codes and dichotomizers from data, Neural Computing and Applications,, 2012, 
(192) Multiple outlooks learning with support vector machines, Proc. ICONIP 2012, 2012, 第 4 作者
(193) Joint learning of error-correcting output codes and dichotomizers from data, NEURAL COMPUTING & APPLICATIONS, 2012, 第 3 作者
(194) Improving handwritten Chinese text recognition by unsupervised language model adaptation, Proc. DAS, 2012, 2012, 第 2 作者
(195) Handwritten Chinese text recognition by integrating multiple contexts., IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2012, 第 3 作者
(196) Arabic handwritten text line extraction by applying an adaptive mask to morphological dilation, Proc. DAS, 2012, 2012, 第 5 作者
(197) A method for online handwritten Uyghur character recognition, Chinese Journal of Pattern Recognition and Artificial Intelligence, 2012, 第 1 作者
(198) A Confidence-Based Method for Keyword Spotting in Online Chinese Handwritten Documents, International Conference on Pattern Recognition (ICPR), 2012, 第 1 作者
(199) Confused distance maximization for large category dimensionality reduction, Proc. 13th ICFHR, 2012, 第 1 作者
(200) Insect Species Recognition using Discriminative Local Soft Coding, International Conference on Pattern Recognition (ICPR), 2012, 第 1 作者
(201) An approach for real-time recognition of online chinese handwritten sentences, PATTERN RECOGNITION, 2012, 通讯作者
(202) 实蝇科果实蝇属昆虫数字图像自动识别系统的构建和测试, Construction and testing of Automated Fruit Fly Identification System-Bactrocera Macquart(Diptera:Tephritidae), 昆虫学报, 2011, 第 4 作者
(203) Multi-task low-rank metric learning based on common subspace, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2011, 第 1 作者
(204) Improving Handwritten Chinese Text Recognition by Confidence Transformation, 11TH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR 2011), 2011, 
(205) Perceptron learning of modified quadratic discriminant function, International Conference on Document Analysis and Recognition (ICDAR), 2011, 第 1 作者
(206) Keyword Spotting in Offline Chinese Handwritten Documents Using a Statistical Model, 11TH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR 2011), 2011, 
(207) Instance selection for speeding up multi-class SVMs with neighborhoods, Proc. First Asian Conference on Pattern Recognition (ACPR), 2011, 第 2 作者
(208) ICDAR 2011 Chinese handwriting recognition competition, International Conference on Document Analysis and Recognition (ICDAR), 2011, 第 2 作者
(209) Fast multi-class sample reduction for speeding up support vector machines, Proc. IEEE Int. Workshop on Machine Learning for Signal Processing, 2011, 第 1 作者
(210) ICDAR 2011 Chinese Handwriting Recognition Competition, 11TH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR 2011), 2011, 
(211) Keyword spotting in offline chinese handwritten documents using a statistical model, International Conference on Document Analysis and Recognition (ICDAR), 2011, 第 2 作者
(212) A lattice-based method for keyword spotting in online Chinese handwriting, International Conference on Document Analysis and Recognition (ICDAR), 2011, 第 2 作者
(213) Touching character separation in Chinese handwriting using visibility-based foreground analysis, International Conference on Document Analysis and Recognition (ICDAR), 2011, 第 2 作者
(214) Pattern field classification with style normalized transformation, Proc. International Joint Conference on Artificial Intelligence (IJCAI), 2011, 第 3 作者
(215) CASIA online and offline Chinese handwriting databases, International Conference on Document Analysis and Recognition (ICDAR), 2011, 第 1 作者
(216) Improving handwritten Chinese text recognition by confidence transformation, International Conference on Document Analysis and Recognition (ICDAR), 2011, 第 2 作者
(217) Style Transfer Matrix Learning for Writer Adaptation, 2011 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2011, 
(218) Discriminative model selection for Gaussian mixture models for classification, Proc. First Asian Conference on Pattern Recognition (ACPR), 2011, 第 1 作者
(219) Fast and robust graph-based transductive learning via minimum tree cut, IEEE International Conference on Data Mining (ICDM), 2011, 第 2 作者
(220) Transcript mapping for handwritten text lines using conditional random fields, International Conference on Document Analysis and Recognition (ICDAR), 2011, 第 1 作者
(221) Consensus problem of second-order multi-agent systems with time-varying communication delay and switching topology, JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2011, 通讯作者
(222) A Hybrid Approach to Detect and Localize Texts in Natural Scene Images, IEEE TRANSACTIONS ON IMAGE PROCESSING, 2011, 第 3 作者
(223) Action Recognition by Dense Trajectories, 2011 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2011, 
(224) A robust model for on-line handwritten japanese text recognition, INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2010, 第 3 作者
(225) Keyword spotting from online Chinese handwritten documents using one-vs-all trained character classifier, International Conference on Frontiers in Handwriting Recognition (ICFHR), 2010, 第 1 作者
(226) Chinese handwriting recognition contest 2010, Chinese Conference on Pattern Recognition (CCPR), 2010, 第 2 作者
(227) Boosting incremental semi-supervised discriminant analysis for tracking, International Conference on Pattern Recognition (ICPR), 2010, 第 1 作者
(228) One-vs-all training of prototype classifier for pattern classification and retrieval, International Conference on Pattern Recognition (ICPR), 2010, 第 1 作者
(229) Insect species recognition using sparse representation, Proc. BMVC 2000, 2010, 第 1 作者
(230) Regularized margin-based conditional log-likelihood loss for prototype learning, PATTERN RECOGNITION, 2010, 第 2 作者
(231) Similar handwritten Chinese characters recognition by critical region selection based on average symmetric uncertainty, International Conference on Frontiers in Handwriting Recognition (ICFHR), 2010, 第 1 作者
(232) Transductive learning on adaptive graphs, AAAI Conference on Artificial Intelligence, 2010, 第 1 作者
(233) 基于统计部首模型的联机手写汉字识别方法, On-line handwritten Chinese character recognition using statistical radical models, 智能系统学报, 2010, 第 2 作者
(234) Multi-class AdaBoost with hypothesis margin, International Conference on Pattern Recognition (ICPR), 2010, 第 2 作者
(235) On-line handwritten Chinese character recognition using statistical radical models, CAAI Trans. Intelligent Systems, 2010, 第 1 作者
(236) Integrating geometric context for text alignment of handwritten Chinese documents, International Conference on Frontiers in Handwriting Recognition (ICFHR), 2010, 第 1 作者
(237) Subspace Regularization: A New Semi-supervised Learning Method, MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, PT II, 2009, 第 2 作者
(238) A tool for ground-truthing text lines and characters in off-line handwritten Chinese documents, International Conference on Document Analysis and Recognition (ICDAR), 2009, 第 2 作者
(239) On-line handwritten Chinese character recognition based on nested segmentation of radicals, Proc. 2009 Chinese Conference on Pattern Recognition (CCPR) and First CJK Workshop on Pattern Recognition (CJKPR), 2009, 第 2 作者
(240) Path search strategies for handwritten character string recognition, Chinese Journal of Pattern Recognition and Artificial Intelligence, 2009, 第 2 作者
(241) Online handwritten Japanese character string recognition using conditional random fields, Proc. 10th ICDAR, 2009, 第 3 作者
(242) A new benchmark on the recognition of handwritten Bangla and Farsi numeral characters, PATTERN RECOGNITION, 2009, 通讯作者
(243) Text localization in natural scene images based on conditional random field, Proc. 10th ICDAR, 2009, 第 2 作者
(244) Handwritten Chinese text line segmentation by clustering with distance metric learning, PATTERN RECOGNITION, 2009, 第 2 作者
(245) Class selection based iterative supervised latent semantic indexing for text categorization, Proc. Int. Conf. Information Engineering and Computer Science (ICIECS), 2009, 第 1 作者
(246) A variational Bayes method for handwritten text line segmentation, International Conference on Document Analysis and Recognition (ICDAR), 2009, 第 1 作者
(247) A robust approach to text line grouping in online handwritten Japanese documents, PATTERN RECOGNITION, 2009, 第 3 作者
(248) 手写字符串识别搜索算法, Path Search Strategies for Handwritten Character String Recognition, 模式识别与人工智能, 2009, 第 3 作者
(249) Combining quadratic classifier and pair discriminators by pairwise coupling for handwritten Chinese character recognition, Proc. 19th ICPR, 2008, 第 2 作者
(250) Segmentation-free recognizer based on enhanced four plane feature for realistic Chinese handwriting, Proc. 19th ICPR, 2008, 第 4 作者
(251) A pooled subspace mixture density model for pattern classification in high-dimensional spaces, Proc. IJCNN 2008, 2008, 第 2 作者
(252) Grouping text lines in online handwritten Japanese documents by combining temporal and spatial information, Proc. 8th IAPR Int. Workshop on DAS, 2008, 第 3 作者
(253) Prototype learning by margin-based conditional log-likelihood loss, Proc. 19th ICPR, 2008, 第 2 作者
(254) A new radical-based approach to online handwritten Chinese character recognition, Proc. 19th ICPR, 2008, 第 2 作者
(255) A robust system to detect and localize texts in natural scene images, Proc. 8th IAPR Int. Workshop on DAS, 2008, 第 3 作者
(256) Classification and learning in character recognition: Advances and remaining problems, Machine Learning in Document Analysis and Recognition, 2008, 第 1 作者
(257) Partial discriminative training for classification of overlapping classes in document analysis, INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2008, 通讯作者
(258) 昆虫图像自动鉴别技术, Advances in the automated insect image identification, 昆虫知识, 2008, 第 3 作者
(259) High accuracy handwritten Chinese character recognition using LDA-based compound distances, PATTERN RECOGNITION, 2008, 第 2 作者
(260) Partial discriminative training of neural networks for classification of overlapping classes, LNAI 5064, Springer, 2008, 第 1 作者
(261) Optical flow robust estimation in a hybrid multi-resolution MRF framework, Proc. ICASSP 2008, 2008, 第 5 作者
(262) Handwritten text line segmentation by clustering with distance metric learning, Proc. 11th ICFHR, 2008, 第 2 作者
(263) LDA-based compound distance for handwritten Chinese character recognition, Proc. 9th ICDAR, 2007, 第 2 作者
(264) 模式识别研究进展, 中国计算机学会通讯, 2007, 第 1 作者
(265) Feature selection by combining Fisher criterion and principal feature analysis, Proc. ICMLC 2007, 2007, 第 2 作者
(266) Character Recognition Systems: A Guide for Students and Practitioners, 2007, 第 1 作者
(267) Chinese character recognition: history, status and prospects, Frontiers of Computer Science in China, 2007, 第 2 作者
(268) Normalization-cooperated gradient feature extraction for handwritten character recognition, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2007, 通讯作者
(269) Online handwritten Japanese character string recognition incorporating geometric context, Proc. 9th ICDAR, 2007, 第 3 作者
(270) A hybrid generative-discriminative learning algorithm for Bayesian network structure, Proc.5th Int. Conf. on Wavelet Analysis and Pattern Recognition, 2007, 第 3 作者
(271) 联机手写字符串识别搜索算法研究, 2007全国模式识别学术会议论文集, 2007, 第 3 作者
(272) Handwritten text line extraction by minimum spanning tree clustering, Proc.5th Int. Conf. on Wavelet Analysis and Pattern Recognition, 2007, 第 2 作者
(273) Text/non-text ink stroke classification in Japanese handwriting based on Markov random fields, Proc. 9th ICDAR, 2007, 第 2 作者
(274) Frequency coding: An effective method for combining dichotomizers, Proceedings of SPIE, Vol.6500, 2007, 第 3 作者
(275) High accuracy handwritten Chinese character recognition using quadratic classifiers with discriminative feature extraction, Proc. 18th ICPR, 2006, 第 1 作者
(276) Online Japanese character recognition using trajectory-based normalization and direction feature extraction, Proc. 10th IWFHR, 2006, 第 1 作者
(277) Learning boosted asymmetric classifiers for object detection, Proc. CVPR 2006, 2006, 第 2 作者
(278) Polynomial network classifier with discriminative feature extraction, Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR Int. Workshops, 2006, 第 1 作者
(279) Gabor feature extraction for character recognition: Comparison with gradient feature, Proc. 8th ICDAR, 2005, 第 1 作者
(280) Classification and learning in character recognition: comparison of methods and remaining problems, Proc. Int. Workshop on Neural Networks and Learning in Document Analysis and Recognition, 2005, 第 1 作者
(281) Building compact classifier for large character set recognition using discriminative feature extraction, Proc. 8th ICDAR, 2005, 第 1 作者
(282) Handwritten numeral string recognition: effects of character normalization and feature extraction, IEICE Trans. Information and Systems, 2005, 第 1 作者
(283) Normalization ensemble for handwritten character recognition, Proc. 9th IWFHR, 2004, 第 1 作者
(284) Online handwritten Chinese character recognition: The state of the art, IEEE Trans. Pattern Analysis and Machine Intelligence, 2004, 第 1 作者
(285) Handwritten numeral string recognition: Character-level training vs. string-level training, Proc. 17th ICPR, 2004, 第 1 作者
(286) Effects of classifier structures and training regimes on integrated segmentation and recognition of handwritten numeral strings, IEEE Trans. Pattern Analysis and Machine Intelligence, 2004, 第 1 作者
(287) Global shape normalization for handwritten Chinese character recognition: a new method, Proc. 9th IWFHR, 2004, 第 1 作者
(288) Discriminative learning quadratic discriminant function for handwriting recognition, IEEE Trans. Neural Networks, 2004, 第 1 作者
(289) The state of the art in Japanese on-line handwriting recognition compared to techniques in western handwriting recognition, Int. J. Computer Processing of Oriental Languages, 2003, 第 2 作者
(290) Comparison of sequential search methods and genetic algorithm for classifier selection, Proc. 7th ICDAR, 2003, 第 2 作者
(291) Handwritten Chinese character recognition: Alternatives to nonlinear normalization, Proc. 7th ICDAR, 2003, 第 1 作者
(292) Directional pattern matching for character recognition revisited, Proc. 7th ICDAR, 2003, 第 2 作者
(293) Confidence evaluation for combining diverse classifiers, Proc. 7th ICDAR, 2003, 第 2 作者
(294) Lexicon-driven segmentation and recognition of handwritten character strings for Japanese address reading, IEEE Trans. Pattern Analysis and Machine Intelligence, 2002, 第 1 作者
(295) Performance evaluation of pattern classifiers for handwritten character recognition, Int. J. Document Analysis and Recognition, 2002, 第 1 作者
(296) Learning quadratic discriminant function for handwritten character recognition, Proc. 16th ICPR, 2002, 第 1 作者
(297) Handwritten digit recognition using state-of-the-art techniques, Proc. 8th IWFHR, 2002, 第 1 作者
(298) Style-conscious quadratic field classifier, Proc. 16th ICPR, 2002, 第 3 作者
(299) Comparing on-line recognition of Japanese and Western script in preparation for recognizing multi-language documents, Proc. 8th IWFHR, 2002, 第 3 作者
(300) An improved approach to generating Kanji images from on-line characters, Proc. 16th ICPR, 2002, 第 2 作者
(301) Vector-to-image transformation of character patterns for on-line and off-line recognition, Int. J. Computer Processing of Oriental Languages, 2002, 第 3 作者
(302) Integrated segmentation and recognition of handwritten numerals: Comparison of classification algorithms, Proc. 8th IWFHR, 2002, 第 1 作者
(303) Classifying isogenous fields, Proc. 8th IWFHR, 2002, 第 3 作者
(304) Generating realistic Kanji character images from on-line patterns, Proc. 6th ICDAR, 2001, 第 2 作者
(305) Lexicon-driven handwritten character string recognition for Japanese address reading, Proc. 6th ICDAR, 2001, 第 1 作者
(306) Aspect ratio adaptive normalization for handwritten character recognition, Advances in Multimodal Interfaces--ICMI2000, LNCS Vol. 1948, 2000, 第 1 作者
(307) A probabilistic model for candidate selection in recognition of large character set, Advances in Handwriting Recognition, 1999, 第 1 作者
(308) Stroke-guided pixel matching for handwritten Chinese character recognition, Proc. 5th ICDAR, 1999, 第 2 作者
(309) Prototype learning algorithms for nearest neighbor classification with application to handwritten character recognition, Proc. 5th ICDAR, 1999, 第 1 作者
(310) Handwritten numeral recognition using neural networks: Improving the accuracy by discriminative training, Proc. 5th ICDAR, 1999, 第 1 作者
(311) Model-based stroke extraction and matching by heuristic search for handwritten Chinese character recognition, Proc. 6th IWFHR, 1998, 第 1 作者
(312) A probabilistic model for precise candidate selection in large character set recognition, Proc. 6th IWFHR, 1998, 第 1 作者
(313) 简化的Wigner发布及其在笔迹鉴别中的应用, 计算机学报, 1997, 第 1 作者
(314) Preprocessing and statistical/structural feature extraction for handwritten numeral recognition, Progress of Handwriting Recognition, 1997, 第 1 作者
(315) High accuracy handwritten Chinese character recognition by improved feature matching method, Proc. 4th ICDAR, 1997, 第 1 作者
(316) 简化的Wigner分布及其在笔迹鉴别中的应用, 计算机学报, 1997, 第 1 作者
(317) 基于多通道分解与匹配的笔迹鉴别研究, 自动化学报, 1997, 第 1 作者
(318) 笔迹鉴别的字符予处理与匹配, 中文信息学报, 1996, 第 3 作者
(319) Multiresolution statistical and structural feature extraction for handwritten numeral recognition, Proc. 5th IWFHR, 1996, 第 1 作者
(320) Handwritten numeral recognition by spatial filtering and neural networks, Proc. ICNNSP, 1995, 第 1 作者
(321) 计算机笔迹鉴别理论与方法, 1995, 第 1 作者
(322) Extracting individual features from moments for Chinese writer identification, Proc. 3rd ICDAR, 1995, 第 1 作者
(323) Hidden Markov models with application to character recognition, Proc. 5th Symposium on Chinese Character and Speech Recognition, 1994, 第 1 作者
发表著作
(1) 文字识别系统, Character Recogntion Systems, John Wiley, 2007-10, 第 3 作者
(2) 视觉信息处理研究前沿, 上海交通大学出版社, 2019-12, 第 2 作者

科研活动

更多内容见个人主页:
http://www.nlpr.ia.ac.cn/liucl/
科研项目
( 1 ) 物理空间感知数据的计算与理解, 主持, 国家级, 2012-01--2016-08
( 2 ) 视觉感知和语义计算, 主持, 部委级, 2012-01--2016-12
( 3 ) 网络媒体中文档图像分析与理解, 主持, 国家级, 2015-01--2018-12
( 4 ) 类脑神经网络自主学习, 主持, 部委级, 2015-07--2017-06
( 5 ) 视觉大数据内容理解的理论与方法, 主持, 国家级, 2018-01--2023-12
( 6 ) 面访开放环境的自适应感知, 主持, 国家级, 2019-12--2023-12
( 7 ) 低质数据的自动增强和特征学习, 主持, 国家级, 2021-01--2024-12
参与会议
(1)大会共同主席   2022-08-21
(2)大会共同主席   2021-11-09
(3)大会主席   2021-10-15
(4)大会共同主席   中国模式识别与计算机视觉大会   2020-11-24
(5)程序主席   国际手写识别前沿会议   2020-09-07
(6)大会主席   国际文档分析系统研讨会   2020-07-26
(7)程序主席   国际文档分析与识别会议   2019-09-20
(8)Scene text detection with recurrent instance segmentation   国际模式识别大会   2018-08-20
(9)Text detection and recognition   国际文档分析与识别会议   2017-11-10
(10)Text and Handwriting Recognition   国际模式识别大会   2016-11-05
(11)会议主席   国际手写识别前沿会议   2016-10-23
(12)Text Detection and Recognition   国际文档分析与识别会议   2015-08-23
(13)Handwritten Chinese character recognition   国际模式识别大会   周明可,张煦尧,殷飞,刘成林   2014-08-25
(14)Chinese handwriting recognition   国际文档分析与识别会议   Cheng-Lin Liu   2013-08-26
(15)Character recognition   国际模式识别大会   Liu   2012-11-12
(16)Chinese Handwriting Databases   国际文档分析与识别会议   Liu, Yin, Wang, Wang   2011-09-19
国际文档分析与识别会议   2009-07-27
国际手写识别前沿会议   2008-09-01

指导学生

已指导学生

刘晓华  博士研究生  081104-模式识别与智能系统  

高天孚  博士研究生  081104-模式识别与智能系统  

靳小波  博士研究生  081104-模式识别与智能系统  

周祥东  博士研究生  081104-模式识别与智能系统  

尹田田  硕士研究生  081203-计算机应用技术  

于金伦  硕士研究生  081104-模式识别与智能系统  

潘屹峰  博士研究生  081104-模式识别与智能系统  

殷飞  博士研究生  081104-模式识别与智能系统  

马龙龙  博士研究生  081104-模式识别与智能系统  

汪明波  硕士研究生  081104-模式识别与智能系统  

仲国强  博士研究生  081104-模式识别与智能系统  

张燕明  博士研究生  081104-模式识别与智能系统  

陆安  博士研究生  081104-模式识别与智能系统  

徐博  博士研究生  081104-模式识别与智能系统  

王秋锋  博士研究生  081104-模式识别与智能系统  

王大寒  博士研究生  081104-模式识别与智能系统  

王恒  博士研究生  081104-模式识别与智能系统  

齐欣  硕士研究生  081104-模式识别与智能系统  

索昆  博士研究生  081203-计算机应用技术  

许亮  博士研究生  081104-模式识别与智能系统  

张恒  博士研究生  081104-模式识别与智能系统  

杨沛沛  博士研究生  081104-模式识别与智能系统  

陈雪云  博士研究生  081104-模式识别与智能系统  

张煦尧  博士研究生  081104-模式识别与智能系统  

白博  博士研究生  081104-模式识别与智能系统  

刘颖璐  博士研究生  081104-模式识别与智能系统  

周明可  博士研究生  081104-模式识别与智能系统  

刘晓龙  硕士研究生  081104-模式识别与智能系统  

邱泉  硕士研究生  081104-模式识别与智能系统  

丁昆  硕士研究生  085211-计算机技术  

吴玉芳  硕士研究生  081104-模式识别与智能系统  

杨学行  硕士研究生  081104-模式识别与智能系统  

谢国森  博士研究生  081104-模式识别与智能系统  

王鹏  博士研究生  081104-模式识别与智能系统  

陈凯  博士研究生  081104-模式识别与智能系统  

王冬冬  博士研究生  081104-模式识别与智能系统  

靳潇杰  硕士研究生  081104-模式识别与智能系统  

谭必仁  硕士研究生  085211-计算机技术  

贺欣  硕士研究生  081104-模式识别与智能系统  

幸子健  硕士研究生  081104-模式识别与智能系统  

王聪  博士研究生  081104-模式识别与智能系统  

许庭兵  博士研究生  081203-计算机应用技术  

吴一超  博士研究生  081104-模式识别与智能系统  

沈媛媛  博士研究生  081104-模式识别与智能系统  

何文浩  博士研究生  081104-模式识别与智能系统  

王铁强  博士研究生  081104-模式识别与智能系统  

杨杰  博士研究生  081104-模式识别与智能系统  

许铭潮  硕士研究生  081203-计算机应用技术  

钟钊  博士研究生  081104-模式识别与智能系统  

冯伟  博士研究生  081104-模式识别与智能系统  

尉德利  硕士研究生  081203-计算机应用技术  

庞宏伟  硕士研究生  085211-计算机技术  

云小龙  硕士研究生  085211-计算机技术  

谢国旺  硕士研究生  085211-计算机技术  

李晓辉  博士研究生  081104-模式识别与智能系统  

高立崑  硕士研究生  081104-模式识别与智能系统  

吴金文  博士研究生  081104-模式识别与智能系统  

陈卓  博士研究生  081104-模式识别与智能系统  

现指导学生

张明亮  博士研究生  081104-模式识别与智能系统  

赵元兴  博士研究生  081203-计算机应用技术  

张姣  博士研究生  081104-模式识别与智能系统  

郭宏宇  博士研究生  081203-计算机应用技术  

敖翔  博士研究生  081104-模式识别与智能系统  

刘恒业  硕士研究生  085211-计算机技术  

熊永誉  硕士研究生  085211-计算机技术  

徐玥  博士研究生  081104-模式识别与智能系统  

朱飞  博士研究生  081104-模式识别与智能系统  

吴鑫健  博士研究生  081104-模式识别与智能系统  

赵梦彪  博士研究生  081104-模式识别与智能系统  

王瑞琪  博士研究生  081104-模式识别与智能系统  

陈懿  硕士研究生  085400-电子信息