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自动化研究所人才库

  • 姓名: 刘成林
  • 性别: 男
  • 职称: 研究员
  • 电子邮件: chenglin.liu@ia.ac.cn
    简  历:
  • 姓名

    刘成林

    性别

    联系方式

    chenglin.liu@ia.ac.cn

    专业技术职务

    研究员

    部门/实验室

    模式识别国家重点实验室

    通讯地址

    北京市海淀区中关村东路95号

    邮编

    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

    工作简历

    2005-01~现在, bet36体育在线_bet36_bet体育, 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

    兼职经历

    2017-11-09-2017-11-15,14th Int. Conf. on Document Analysis and Recognition (ICDAR 2017), Area Chair
    2016-12-31-今,Pattern Recognition, Associate Editor-in-Chief
    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, 
    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

    发表论文

    (1) Drawing and Recognizing Chinese Characters with Recurrent Neural Network, IEEE Trans. Pattern Analysis and Machine Intelligence, 2018, 第 4 作者
    (2) Incremental adaptive learning vector quantization for character recognition with continuous style adaptation, Cognitive Computation, 2018, 通讯作者
    (3) Fully Convolutional Network Based Skeletonization for Handwritten Chinese Character, AAAI, 2018, 第 2 作者
    (4) Printed/Handwritten Texts and Graphics Separation in Complex Documents using Conditional Random Fields, DAS, 2018, 第 3 作者
    (5) Online Video Text Detection with Markov Decision Process, DAS, 2018, 第 3 作者
    (6) Online semi-supervised learning with adaptive vector quantization, ICPRAI, 2018, 第 3 作者
    (7) Robust Classification with Convolutional Prototype Learning, CVPR, 2018, 第 4 作者
    (8) Practical block-wise neural network architecture generation, CVPR, 2018, 第 5 作者
    (9) Multi-task Layout Analysis for Historical Handwritten Documents Using Fully Convolutional Networks, IJCAI, 2018, 第 4 作者
    (10) Diverse neuron type selection for convolutional neural networks, IJCAI, 2017, 第 4 作者
    (11) Simultaneous Script Identification and Handwriting Recognition via Multi-Task Learning of Recurrent Neural Networks, ICDAR, 2017, 第 4 作者
    (12) A Unified Video Text Detection Method with Network Flow, ICDAR, 2017, 第 4 作者
    (13) Radical-Based Chinese Character Recognition via Multi-Labeled Learning of Deep Residual Networks, ICDAR, 2017, 第 3 作者
    (14) Handwriting Style Mixture Adaptation, ICDAR, 2017, 第 4 作者
    (15) Handwritten Chinese Text Recognition Using Separable Multi-Dimensional Recurrent Neural Network, ICDAR, 2017, 第 4 作者
    (16) Page Segmentation for Historical Handwritten Documents Using Fully Convolutional Networks,, ICDAR, 2017, 第 4 作者
    (17) Scene Text Detection with Novel Superpixel Based Character Candidate Extraction, ICDAR, 2017, 第 3 作者
    (18) Deep direct regression for multi-oriented scene text detection, ICCV, 2017, 第 4 作者
    (19) Fast Genre Classification of Web Images Using Global and Local Features, ACPR, 2017, 第 4 作者
    (20) Handwritten Chinese Character Blind Inpainting with Conditional Generative Adversarial Nets, ACPR, 2017, 第 4 作者
    (21) Improving Handwritten Chinese Text Recognition Using Neural Network Language Models and Convolutional Neural Network Shape Models, Pattern Recognition, 2017, 通讯作者
    (22) End-to-end online writer identification with recurrent neural network, IEEE Trans. Human-Machine Systems, 2017, 第 3 作者
    (23) SDE: A novel selective, discriminative and equalizing feature representation for visual recognition, International Journal of Computer Vision, 2017, 通讯作者
    (24) Traffic sign detection using a cascade method with fast feature extraction and saliency test, IEEE Trans. Intelligent Transportation Systems, 2017, 通讯作者
    (25) LG-CNN: From local parts to global discrimination for fine-grained recognition, Pattern Recognition, 2017, 通讯作者
    (26) Discriminative quadratic feature learning for handwritten Chinese character recognition, Pattern Recognition, 2016, 第 4 作者
    (27) Adaptive spatial pooling for image classification, Pattern Recognition, 2016, 通讯作者
    (28) Text Detection, Tracking and Recognition in Video: A Comprehensive Survey, IEEE Trans. Image Processing, 2016, 第 4 作者
    (29) MTC: A fast and robust graph-based transductive learning algorithm, IEEE Trans. Neural Networks and Learning Systems, 2015, 第 4 作者
    (30) Retargeted least squares regression algorithm, IEEE Trans. Neural Networks and Learning Systems, 2015, 第 4 作者
    (31) A sparse projection and low-rank recovery framework for handwriting representation and salient stroke feature extraction, ACM Trans. On Intelligent System and Technology, 2015, 第 2 作者
    (32) Semantic expansion using word embedding clustering and convolutional neural network for improving short text classification, Neurocomputing, 2015, 第 4 作者
    (33) Unsupervised language model adaptation for handwritten Chinese text recognition, Pattern Recognition, 2014, 第 3 作者
    (34) Contextual text/non-text stroke classification in online handwritten notes with conditional random fields, Pattern Recognition, 2014, 第 2 作者
    (35) Character confidence based on N-Best list for keyword spotting in online Chinese handwritten documents, Pattern Recognition, 2014, 第 3 作者
    (36) Learning locality preserving graph from data, IEEE Trans. SMC Part B, 2014, 第 4 作者
    (37) Online and offline handwritten Chinese character recognition: Benchmarking on new databases, Pattern Recognition, 2013, 第 1 作者
    (38) Error-correcting output codes based ensemble feature extraction, Pattern Recognition, 2013, 第 2 作者
    (39) Writer adaptation with style transfer mapping, IEEE Trans. Pattern Analysis and Machine Intelligence, 2013, 第 2 作者
    (40) Dense trajectories and motion boundary descriptors for action recognition, International Journal of Computer Vision, 2013, 第 4 作者
    (41) Handwritten Chinese/Japanese text recognition using semi-Markov conditional random fields, IEEE Trans. Pattern Analysis and Machine Intelligence, 2013, 第 4 作者
    (42) Geometry preserving multi-task metric learning, Machine Learning, 2013, 第 3 作者
    (43) Joint learning of error-correcting output codes and dichotomizers from data, Neural Computing and Applications, 2012, 第 3 作者
    (44) Handwritten Chinese text recognition by integrating multiple contexts, IEEE Trans. Pattern Analysis and Machine Intelligence, 2012, 第 3 作者
    (45) An approach for real-time recognition of online Chinese handwritten sentences, Pattern Recognition, 2012, 第 2 作者
    (46) A robust approach to detect and localize texts in natural scene images, IEEE Trans. Image Processing, 2011, 第 3 作者
    (47) Regularized margin-based conditional log-likelihood loss for prototype learning, Pattern Recognition, 2010, 第 2 作者
    (48) A new benchmark on the recognition of handwritten Bangla and Farsi numeral characters, Pattern Recognition, 2009, 第 1 作者
    (49) A robust approach to text line grouping in online handwritten Japanese documents, Pattern Recognition, 2009, 第 3 作者
    (50) Handwritten Chinese text line segmentation by clustering with distance metric learning, Pattern Recognition, 2009, 第 2 作者

    发表著作

    (1) 文字识别系统, Character Recogntion Systems, John Wiley, 2007-10

    专利成果

    ( 1 ) 一种联机手写句子实时识别方法, 发明, 2011, 第 1 作者, 专利号: ZL201010175627.2
    ( 2 ) 一种视频字幕文本提取和识别的方法, 发明, 2011, 第 1 作者, 专利号: ZL201110315054.3
    ( 3 ) 用于视频中文本区域检测与定位的方法, 发明, 2014, 第 1 作者, 专利号: ZL201110451826.6
    ( 4 ) 一种空中手写字符串识别方法, 发明, 2013, 第 1 作者, 专利号: 201310597539.5
    ( 5 ) 用于目标图像分割的全局阈值分割方法, 发明, 2015, 第 2 作者, 专利号: ZL201210266562.1

    荣誉及奖励

    (1) IAPR/ICDAR青年学者奖, 一等奖, 其他, 2005

    科研项目

    更多内容见个人主页:http://www.nlpr.ia.ac.cn/liucl/

    ( 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

    参与会议

    (1)Text detection and recognition   国际文档分析与识别会议   2017-11-10
    (2)Text and Handwriting Recognition   国际模式识别大会   2016-11-05
    (3)会议主席   国际手写识别前沿会议   2016-10-23
    (4)Text Detection and Recognition   国际文档分析与识别会议   2015-08-23
    (5)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
    (6)Chinese handwriting recognition   国际文档分析与识别会议   Cheng-Lin Liu   2013-08-26
    (7)Character recognition   国际模式识别大会   Liu   2012-11-12
    (8)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

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