刘成林

刘成林  /  研究生毕业

  • 职  称: 正高级
  • 电子邮件: chenglin.liu@ia.ac.cn
  • 通讯地址: 北京市海淀区中关村东路95号

个人简历

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

多模态人工智能系统全国重点实验室

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, 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

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