5) Image and Vision Computing, Editorial Board Member (2008--)
== 学术成就 ==
研究方向为模式识别、图像处理、机器学习及在文字识别中的应用。主要研究成果包括:在手写字符识别的图像归一化、特征提取、分类器设计、手写字符串的切分与识别等方面提出一系列有效的方法;研制的文字识别算法在日本的邮政分拣机、表格处理系统等产品中获得成功的应用,尤其是用于邮政分拣的日文手写地址识别系统是该领域第一个成功的应用。在国际期刊和国际会议上发表论文90余篇,其中包括国际期刊(IEEE Trans. on PAMI, Pattern Recognition等)第一作者论文19篇。合著文字识别方面的英文专著一本。
== 获得奖励 ==
2005年在国际模式识别协会主办的国际文档分析与识别会议上获得IAPR/ICDAR Young Investigator Award (青年科学家奖)。2008年获得国家杰出青年科学基金。[2]
== 主要论著 ==
1. M. Cheriet, N. Kharma, C.-L. Liu, C.Y. Suen, Character Recognition Systems: A Guide for Students and Practitioners, John Wiley & Sons, 2007.
2. C.-L. Liu, M. Koga, H. Fujisawa, Lexicon-driven segmentation and recognition of handwritten character strings for Japanese address reading, IEEE Trans. Pattern Analysis and Machine Intelligence, 24(11): 1425-1437, 2002.
3. C.-L. Liu, K. Nakashima, H. Sako, H. Fujisawa, Handwritten digit recognition: Benchmarking of state-of-the-art techniques, Pattern Recognition, 36(10): 2271-2285, 2003.
4. C.-L. Liu, S. Jaeger, M. Nakagawa, Online handwritten Chinese character recognition: The state of the art, IEEE Trans. Pattern Analysis and Machine Intelligence, 26(2): 198-213, 2004.
5. C.-L. Liu, H. Sako, H. Fujisawa, Discriminative learning quadratic discriminant function for handwriting recognition, IEEE Trans. Neural Networks, 15(2): 430-444, 2004.
6. C.-L. Liu, H. Sako, H. Fujisawa, Effects of classifier structures and training regimes on integrated segmentation and recognition of handwritten numeral strings, IEEE Trans. Pattern Analysis and Machine Intelligence, 26(11): 1395-1407, 2004.
7. C.-L. Liu, Classifier combination based on confidence transformation, Pattern Recognition, 38(1): 11-28, 2005.
8. C.-L. Liu, H. Sako, Class-specific feature polynomial classifier for pattern classification and its application to handwritten numeral recognition, Pattern Recognition, 39(4): 669-681, 2006.
9. C.-L. Liu, Normalization-cooperated gradient feature extraction for handwritten character recognition, IEEE Trans. Pattern Analysis and Machine Intelligence, 29(8): 1465-1469, 2007.
10. C.-L. Liu, Partial discriminative training for classification of overlapping classes in document analysis, Int. J. Document Analysis and Recognition, 11(2): 53-65, 2008.