publications
- 2011
- cheng-lin liu, long-long ma, radical-based hybrid statistical-structural approach for online handwritten chinese character recognition, pattern recognition, machine intelligence and biometrics, p.s.p. wang (ed.), springer, isbn 978-7-04-033139-4, 2011, chapter 24, pp. 633-655.
- yi-feng pan, xinwen hou, cheng-lin liu, a hybrid approach to detect and localize texts in natural scene images, ieee trans. image processing, 20(3): 800-813, 2011.
- xu-yao zhang, cheng-lin liu, style transfer matrix learning for writer adaptation, proc. cvpr 2011, colorado springs, usa, pp.393-398.
- heng wang, alex kläser, cordelia schmid, cheng-lin liu, action recognition by dense trajectories, proc. cvpr 2011, colorado springs, usa, pp.3169-3176.
- xu-yao zhang, kaizhu huang, cheng-lin liu, pattern field classification with style normalized transformation, proc. ijcai 2011, barcelona, spain, pp.1621-1626.
- cheng-lin liu, fei yin, da-han wang, qiu-feng wang, casia online and offline chinese handwriting databases, proc. 11th icdar, beijing, china, 2011, pp.37-41.
- xiang-dong zhou, fei yin, da-han wang, qiu-feng wang, masaki nakagawa, cheng-lin liu, transcript mapping for handwritten text lines using conditional random fields, proc. 11th icdar, beijing, china, 2011, pp.58-62.
- liang huang, fei yin, qing-hu chen, cheng-lin liu, keyword spotting in offline chinese handwritten documents using a statistical model, proc. 11th icdar, beijing, china, 2011, pp.78-82.
- qiu-feng wang, fei yin, cheng-lin liu, improving handwritten chinese text recognition by confidence transformation, proc. 11th icdar, beijing, china, 2011, pp.518-522.
- liang xu, fei yin, cheng-lin liu, touching character separation in chinese handwriting using visibility-based foreground analysis, proc. 11th icdar, beijing, china, 2011, pp.859-863.
- da-han wang, cheng-lin liu, dynamic text line segmentation for real-time recognition of chinese handwritten sentences, proc. 11th icdar, beijing, china, 2011, pp.931-935. best poster award.
- heng zhang, cheng-lin liu, a lattice-based method for keyword spotting in online chinese handwriting, proc. 11th icdar, beijing, china, 2011, pp.1064-1068.
- tong-hua su, cheng-lin liu, perceptron learning of modified quadratic discriminant function, proc. 11th icdar, beijing, china, 2011, pp.1007-1011.
- cheng-lin liu, fei yin, qiu-feng wang, da-han wang, icdar 2011 chinese handwriting recognition competition, proc. 11th icdar, beijing, china, 2011, pp.1464-1469.
- jingnian chen, cheng-lin liu, fast multi-class sample reduction for speeding up support vector machines, proc. ieee int. workshop on machine learning for signal processing, beijing, china, 2011.
- peipei yang, kaizhu huang, cheng-lin liu, multi-task low-rank metric learning based on common subspace, proc. iconip 2011, shanghai, china, 2011, part ii, lncs vol. 7063, springer, pp.151-159
- bo xu, kaizhu huang, irwing king, cheng-lin liu, jun sun, satoshi naoi, graphical lasso quadratic discriminant function for character recognition, proc. iconip 2011, shanghai, china, 2011, part ii, lncs vol. 7064, springer, pp.747-755.
- xiao-hua liu, cheng-lin liu, discriminative model selection for gaussian mixture models for classification, proc. first asian conference on pattern recognition (acpr), beijing, china, 2011, pp.62-66.
- jingnian chen, cheng-lin liu, instance selection for speeding up multi-class svms with neighborhoods, proc. first asian conference on pattern recognition (acpr), beijing, china, 2011, pp.264-268.
- yan-ming zhang, kaizhu huang, cheng-lin liu, fast and robust graph-based transductive learning via minimum tree cut, proc. int. conf. on data mining (icdm), vancouver, canada, 2011.
- guoqiang zhong, kaizhu huang, cheng-lin liu, low rank metric learning with manifold regularization, proc. int. conf. on data mining (icdm), vancouver, canada, 2011.
- 张蕾、陈小琳、侯新文、刘成林、樊利民、汪兴鉴，实蝇科实蝇属昆虫数字图像自动识别系统的构建和测试，昆虫学报，2011年2期，184-196页。
- 刘成林，文档图像分析技术现状与展望，第九届两岸三院信息技术与应用交流研讨会，长春，2011.
- 2010
- xiao-bo jin, cheng-lin liu, xinwen hou, regularized margin-based conditional log-likelihood loss for prototype learning, pattern recognition, 43(7): 2428-2438, 2010.
- bilan zhu, xiang-dong zhou, cheng-lin liu, masaki nakagawa, a robust model for on-line handwritten japanese text recognition, int. j. document analysis and recognition, 13(2): 121-131, 2010.
- yan-ming zhang, yu zhang, dit-yan yeung, cheng-lin liu, xinwen hou, transductive learning on adaptive graphs, proc. 24th aaai conference on artificial intelligence, 2010, pp.661-666.
- guoqiang zhong, wu-jun li, dit-yan yeung, xinwen hou, cheng-lin liu, gaussian process latent random field, proc. 24th aaai conference on artificial intelligence, 2010, pp.679-684.
- cheng-lin liu, one-vs-all training of prototype classifiers for pattern classification and retrieval, proc. 20th icpr, istanbul, turkey, 2010, pp.3328-3331.
- bo xu, kaizhu huang, cheng-lin liu, dimensionality reduction by minimal distance maximization, proc. 20th icpr, istanbul, turkey, 2010, pp.569-572.
- xiao-bo jin, xinwen hou, cheng-lin liu, multi-class adaboost with hypothesis margin, proc. 20th icpr, istanbul, turkey, 2010, pp.65-68.
- heng wang, xinwen hou, cheng-lin liu, boosting incremental semi-supervised discriminant analysis for tracking, proc. 20th icpr, istanbul, turkey, 2010, pp.2748-2751.
- kaizhu huang, rong jin, zenglin xu, cheng-lin liu, robust metric learning with smooth optimization, proc. 26th int. conf. uncertainty in artificial intelligence (uai), catalina island, ca, 2010.
- xiao-hua liu, cheng-lin liu, discriminative training of subspace gaussian mixture model for pattern classification, proc. 6th int. conf. on intelligent computing (icic), changsha, china, lncs vol.6216, springer, 2010, pp.213-221.
- an lu, xinwen hou, x. chen, cheng-lin liu, insect species recognition using sparse representation, proc. bmvc 2000, aberystwyth, uk, 2010.
- yi-feng pan, cheng-lin liu, xinwen hou, fast scene text localization by learning-based filtering and verification, proc. int. conf. image processing (icip), hong kong, 2010, pp.2269-2272.
- fei yin, qiu-feng wang, cheng-lin liu, integrating geometric context for text alignment of handwritten chinese documents, proc. 12th icfhr, kolkata, india, 2010, pp.7-12.
- tong-hua su, cheng-lin liu, improving hmm-based chinese handwriting recognition using delta features and synthesized string samples, proc. 12th icfhr, kolkata, india, 2010, pp.78-83.
- heng zhang, da-han wang, cheng-lin liu, keyword spotting from online chinese handwritten documents using one-vs-all trained character classifier, proc. 12th icfhr, kolkata, india, 2010, pp.271-276.
- xiang-dong zhou, da-han wang, masaki nakagawa, cheng-lin liu, error reduction by confusing characters discrimination for online handwritten japanese character recognition, proc. 12th icfhr, kolkata, india, 2010, pp.495-500.
- long-long ma, adrien delaye, cheng-lin liu, special radical detection by statistical classification for on-line handwritten chinese character recognition, proc. 12th icfhr, kolkata, india, 2010, pp.501-506.
- bo xu, kaizhu huang, cheng-lin liu, similar characters recognition bycritical region selection based on average symmetric uncertainty, proc. 12th icfhr, kolkata, india, 2010, pp.527-532.
- cheng-lin liu, fei yin, da-han wang, qiu-feng wang, online and offline handwritten chinese character recognition: benchmarking on new databases, proc. 2nd cjk joint workshop on pattern recognition (cjkpr2010), fukuoka, japan, 2010, pp.197-202.
- da-han wang, cheng-lin liu, an approach to real-time recognition of online handwritten chinese sentences, proc. 2nd cjk joint workshop on pattern recognition (cjkpr2010), fukuoka, japan, 2010, pp.203-208.
- guoqiang zhong, kaizhu huang, cheng-lin liu, learning ecoc and dichotomizers jointly from data, neural information processing: theory and algorithms - iconip 2010, lncs vol.6443, springer, 2010, pp.494-502.
- 马龙龙、刘成林，基于统计部首模型的联机手写汉字识别方法，《智能系统学报》，5(5): 385-391, 2010. long-long ma, cheng-lin liu, on-line handwritten chinese character recognition using statistical radical models, caai trans. intelligent systems, 5(5): 385-391, 2010.
- cheng-lin liu, fei yin, da-han wang, qiu-feng wang, chinese handwriting recognition contest 2010, proc. 2010 chinese conf. pattern recognition (ccpr), chongqing, 2010.
- liang xu, fei yin, cheng-lin liu, touching character splitting of chinese handwriting using contour analysis and dtw, proc. 2010 chinese conf. pattern recognition (ccpr), chongqing, 2010.
- yi-feng pan, cheng-lin liu, performance evaluation for text localization algorithms: an empirical study, proc. 2010 chinese conf. pattern recognition (ccpr), chongqing, 2010.
- 2009
- xiang-dong zhou, da-han wang, cheng-lin liu, a robust approach to text line grouping in online handwritten japanese documents, pattern recognition, 42(9): 2077-2088, 2009.
- cheng-lin liu, ching y. suen, a new benchmark on the recognition of handwritten bangla and farsi numeral characters, pattern recognition, 42(12): 3287-3295, 2009.
- fei yin, cheng-lin liu, handwritten chinese text line segmentation by clustering with distance metric learning, pattern recognition, 42(12): 3146-3157, 2009.
- bilan zhu, xiang-dong zhou, cheng-lin liu, masaki nakagawa, a robust model for on-line handwritten japanese text recognition, document recognition and retrieval xvi, proc. spie, vol.7247, 2009.
- yi-feng pan, xinwen hou, cheng-lin liu, text localization in natural scene images based on conditional random field, proc. 10th icdar, barcelona, spain, 2009, pp.6-10.
- fei yin, cheng-lin liu, a variational bayes method for handwritten text line segmentation, proc. 10th icdar, barcelona, spain, 2009, pp.436-440.
- bilan zhu, xiang-dong zhou, cheng-lin liu, masaki nakagawa, effect of improved path evaluation for on-line handwritten japanese text recognition, proc. 10th icdar, barcelona, spain, 2009, pp.516-520.
- xiang-dong zhou, cheng-lin liu, masaki nakagawa, online handwritten japanese character string recognition using conditional random fields, proc. 10th icdar, barcelona, spain, 2009, pp.521-525.
- fei yin, qiu-feng wang, cheng-lin liu, a tool for ground-truthing text lines and characters in off-line handwritten chinese documents, proc. 10th icdar, barcelona, spain, 2009, pp.951-955.
- qiu-feng wang, fei yin, cheng-lin liu, integrating language model in handwritten chinese text recognition, proc. 10th icdar, barcelona, spain, 2009, pp.1036-1040.
- da-han wang, cheng-lin liu, j.-l. yu, xiang-dong zhou, casia-olhwdb1: a database of online handwritten chinese characters, proc. 10th icdar, barcelona, spain, 2009, pp.1206-1210.
- yan-ming zhang, xinwen hou, shiming xiang, cheng-lin liu, subspace regularization: a new semi-supervised learning method, ecml pkdd2009, bled, slovenia, lncs vol.5782, springer, 2009, pp.586-601.
- heng wang, xinwen hou, cheng-lin liu, object tracking by bidirectional learning with feature selection, proc. int. conf. image processing (icip), cairo, egypt, 2009.
- guoqiang zhong, xinwen hou, cheng-lin liu, relative distance-based laplacian eigenmaps, proc. 2009 chinese conference on pattern recognition (ccpr) and first cjk workshop on pattern recognition (cjkpr), nanjing, china, 2009, pp.784-788.
- long-long ma, cheng-lin liu, 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), nanjing, china, 2009, pp.929-933.
- ming-bo wang, cheng-lin liu, class selection based iterative supervised latent semantic indexing for text categorization, proc. int. conf. information engineering and computer science (iciecs), wuhan, china, 2009, pp.261-264.
- 于金伦、周祥东、刘成林，手写字符串识别搜索算法研究，《模式识别与人工智能》，22(2): 182-187, 2009。jin-lun yu, xiang-dong zhou, cheng-lin liu, path search strategies for handwritten character string recognition, chinese journal of pattern recognition and artificial intelligence, 22(2): 182-187, 2009.
- 2008
- cheng-lin liu, hiromichi fujisawa, classification and learning in character recognition: advances and remaining problems, in: machine learning in document analysis and recognition, s. marinai and hiromichi fujisawa (eds.), springer, 2008, pp.139-161.
- cheng-lin liu, handwritten chinese character recognition: effects of shape normalization and feature extraction, in: arabic and chinese handwriting recognition, stefan jaeger and d. doermann (eds.), lncs vol.4768, springer, 2008, pp.104-128.
- tian-fu gao, cheng-lin liu, high accuracy handwritten chinese character recognition using lda-based compound distances, pattern recognition, 42(11): 3442-3451, 2008.
- cheng-lin liu, partial discriminative training for classification of overlapping classes in document analysis, int. j. document analysis and recognition, 11(2): 53-65, 2008.
- cyril cassisa, v. prinet, l. shao, s. simoens, cheng-lin liu, optical flow robust estimation in a hybrid multi-resolution mrf framework, proc. icassp 2008, las vegas, nevada, 2008.
- xiao-hua liu, cheng-lin liu, xinwen hou, a pooled subspace mixture density model for pattern classification in high-dimensional spaces, proc. ijcnn 2008, hong kong, pp.2467-2472.
- cheng-lin liu, partial discriminative training of neural networks for classification of overlapping classes, artificial neural networks in pattern recognition: third iapr workshop, paris, france, 2008, lnai 5064, springer, pp.137-146.
- cheng-lin liu, ching y. suen, a new benchmark on the recognition of handwritten bangla and farsi numeral characters, proc. 11th icfhr, montreal, canada, aug. 2008, pp.278-283.
- fei yin, cheng-lin liu, handwritten text line segmentation by clustering with distance metric learning, proc. 11th icfhr, montreal, canada, aug. 2008, p.229-234.
- xiang-dong zhou, da-han wang, cheng-lin liu, grouping text lines in online handwritten japanese documents by combining temporal and spatial information, proc. 8th iapr int. workshop on das, nara, japan, sep. 2008, pp.61-68.
- yi-feng pan, xinwen hou, cheng-lin liu, a robust system to detect and localize texts in natural scene images, proc. 8th iapr int. workshop on das, nara, japan, sep. 2008, pp.35-42.
- long-long ma, cheng-lin liu, a new radical-based approach to online handwritten chinese character recognition, proc. 19th icpr, tampa, usa, 2008.
- xiao-bo jin, cheng-lin liu, xinwen hou, prototype learning by margin-based conditional log-likelihood loss, proc. 19th icpr, tampa, usa, 2008.
- tian-fu gao, cheng-lin liu, combining quadratic classifier and pair discriminators by pairwise coupling for handwritten chinese character recognition, proc. 19th icpr, tampa, usa, 2008.
- tong-hua su, tian-wen zhang, h.-j. huang, cheng-lin liu, segmentation-free recognizer based on enhanced four plane feature forrealistic chinese handwriting, proc. 19th icpr, tampa, usa, 2008.
- 陈小琳、侯新文、刘成林、刘晓秋、张知彬，昆虫图像自动鉴别技术，《昆虫知识》，2008年2期。
- 2007
- mohamed cheriet, nawwaf kharma, cheng-lin liu, ching y. suen, character recognition systems: a guide for students and practitioners, john wiley & sons, 2007.
- ruwei dai, chenglin liu, baihua xiao, chinese character recognition: history, status and prospects, frontiers of computer science in china, 1(2): 126-136, 2007.
- cheng-lin liu, normalization-cooperated gradient feature extraction for handwritten character recognition, ieee trans. pattern analysis and machine intelligence, 29(8): 1465-1469, 2007.
- srinivas andra, george nagy, cheng-lin liu, frequency coding: an effective method for combining dichotomizers, document recognition and retrieval xiv, san jose, ca, jan. 31-feb. 1, proceedings of spie, vol.6500, 2007.
- sa wang, cheng-lin liu, lian zheng, feature selection by combining fisher criterion and principal feature analysis, proc. icmlc 2007, hong kong, vol.2, pp.1149-1154.
- xiang-dong zhou, jin-lun yu, cheng-lin liu, takeshi nagasaki, katsumi marukawa, online handwritten japanese character string recognition incorporating geometric context, proc. 9th icdar, curitiba, brazil, 2007, vol.1, pp.48-52.
- xiang-dong zhou, cheng-lin liu, text/non-text ink stroke classification in japanese handwriting based on markov random fields, proc. 9th icdar, curitiba, brazil, 2007, vol.1, pp.377-381.
- tian-fu gao, cheng-lin liu, lda-based compound distance for handwritten chinese character recognition, proc. 9th icdar, curitiba, brazil, 2007, vol.2, pp.904-908.
- fei yin, cheng-lin liu, handwritten text line extraction by minimum spanning tree clustering, proc.5th int. conf. on wavelet analysis and pattern recognition, beijing, china, 2007, vol.3, pp.1123-1128.
- xiao-bo jin, xinwen hou, cheng-lin liu, a hybrid generative-discriminative learning algorithm for bayesian network structure, proc. 5th int. conf. on wavelet analysis and pattern recognition, beijing, china, 2007, vol.2, pp.618-623.
- 刘成林、谭铁牛，模式识别研究进展，《中国计算机学会通讯》，2007年12期，45-52。
- 2006
- cheng-lin liu, hiroshi sako, class-specific feature polynomial classifier for pattern classification and its application to handwritten numeral recognition, pattern recognition, 39(4): 669-681, 2006.
- xinwenhou, cheng-lin liu, tieniu tan, learning boosted asymmetric classifiers for object detection, proc. cvpr 2006, new york, vol.1, pp.330-338.
- cheng-lin liu, high accuracy handwritten chinese character recognition using quadratic classifiers with discriminative feature extraction, proc. 18th icpr, hong kong, 2006, vol.2, pp.942-945.
- cheng-lin liu, polynomial network classifier with discriminative feature extraction, structural, syntactic, and statistical pattern recognition: joint iapr int. workshops, d.-y. yeung, et al. (eds.), lncs vol.4109, springer, 2006, pp.732-740.
- cheng-lin liu, xiang-dong zhou, online japanese character recognition using trajectory-based normalization and direction feature extraction, proc. 10th iwfhr, la baule, france, 2006, pp.217-222.
- cheng-lin liu, handwritten chinese character recognition: effects of shape normalization and feature extraction, summit on arabic and chinese handwriting recognition (sach06), university of maryland, college park, md, 2006, pp.13-27. (invited speech)
- 2005
- cheng-lin liu, classifier combination based on confidence transformation, pattern recognition, 38(1): 11-28, 2005.
- cheng-lin liu, hiroshi sako, hiromichi fujisawa, handwritten numeral string recognition: effects of character normalization and feature extraction, ieice trans. information and systems, e88-d(8): 1791-1798, 2005.
- cheng-lin liu, katsumi marukawa, pseudo two-dimensional shape normalization methods for handwritten chinese character recognition, pattern recognition, 38(12): 2242-2255, 2005.
- cheng-lin liu, ryuji mine, masashi koga, building compact classifier for large character set recognition using discriminative feature extraction, proc. 8th icdar, seoul, korea, 2005, pp.846-850.
- cheng-lin liu, masashi koga, hiromichi fujisawa, gabor feature extraction for character recognition: comparison with gradient feature, proc. 8th icdar, seoul, korea, 2005, pp.121-125.
- cheng-lin liu, hiromichi fujisawa, 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, seoul, korea, august, 2005.