Marcus Liwicki

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Dr. phil. nat. Marcus Liwicki Senior Researcher Research group Knowledge Management DFKI - German Research Center for Artificial Intelligence liwicki@dfki.uni-kl.de Phone +49 (0) 631 20575 120 Fax +49 (0) 631 20575 102 Room 3.02 Trippstadter Str. 122 D-67663 Kaiserslautern, Germany

News

My first book has been published in October 2008. Marcus Liwicki and Horst Bunke RECOGNITION OF WHITEBOARD NOTES - Online, Offline and Combination You can order it at World Scientific directly, or at amazon.

Research Interests

• Knowledge Management
• Semantic Desktop
• Electronic Pen-Input Devices
• Handwriting Recognition
• Pattern Matching
• Document Analysis

Publications (BibTeX)

Books

• Liwicki, M. and Bunke, H., RECOGNITION OF WHITEBOARD NOTES - Online, Offline and Combination. In Series in Machine Perception and Artificial Intelligence, Vol. 71

Journal Articles

• Liwicki, M. and Bunke, H., Feature Selection for HMM and BLSTM based Handwriting Recognition of Whiteboard Notes, Int. Journal of Pattern Recognition and Artificial Intelligence, Vol. 23, No. 5 (2009) 1–16
• Liwicki, M. and Schlapbach, A. and Bunke, H., Automatic Gender Detection using On-Line and Off-Line Information, submitted
• Liwicki, M. and Bunke, H., Combining Diverse On-Line and Off-Line Systems for Handwritten Text Line Recognition, Pattern Recognition, accepted for publication
• Graves, A. and Liwicki, M. and Fernandez, S. and Bertolami, R. and Bunke, H. and Schmidhuber, J.: A Novel Connectionist System for Unconstrained Handwriting Recognition, IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 31, No. 5 (2009) 855-868pdf
• Schlapbach, A. and Liwicki, M. and Bunke, H., A Writer Identification System for On-line Whiteboard Data, Pattern Recognition 41, 2008, pp. 2381-2397 pdf
• Liwicki, M. and Bunke, H., Handwriting Recognition of Whiteboard Notes - Studying the Influence of Training Set Size and Type, Int. Journal of Pattern Recognition and Artificial Intelligence, Vol. 21, No. 1 (2007) 83-98 pdf

Conference Papers

• Wüthrich, M. and Liwicki, M. and Fischer, A. and Indermühle, E. and Bunke, H. and Viehhauser, G. and Stolz, M.: Language Model Integration for the Recognition of Handwritten Medieval Documents. 10th Int. Con. on Document Analysis and Recognition, 2009, accepted
• Indermühle, E. and Liwicki, M. and Bunke, H.:Combining Alignment Results for Historical Handwritten Document Analysis. 10th Int. Con. on Document Analysis and Recognition, 2009, accepted
• Schumacher, K. and Liwicki, M and Dengel, A.: A Paper-based Technology for Personal Knowledge Management. 5th Conf. on Professional Knowledge Management, 2009, LNI, vol. P-145, pp. 289--298
• Liwicki, M. and Schlapbach, A. and Bunke, H.: Writer-Dependent Recognition of Handwritten Whiteboard Notes in Smart Meeting Room Environments, Proc. 8th IAPR Workshop on Document Analysis Systems, 2008, pages 151-157 pdf
• Liwicki, M. and Schumacher, K. and Dengel, A. and Weibel, N. and Signer, B. and Norrie, M. C: Pen and Paper-based Interaction with the Semantic Desktop, Handout of 8th IAPR Workshop on Document Analysis Systems, 2008, pages 2-5 pdf
• Liwicki, M. and Schumacher, K. and Dengel, A. and Weibel, N. and Signer, B. and Norrie, M. C: DEMO: Semantic eInk – Pen and Paper-based Interaction with the Semantic Desktop, Handout of 8th IAPR Workshop on Document Analysis Systems, 2008, pages 38-40 pdf
• Emanuel Indermühle and Liwicki, M. and Bunke, H., Recognition of Handwritten Historical Documents: HMM-Adaptation vs. Writer Specific Training, Proc. 11th Int. Conference on Frontiers in Handwriting Recognition, 2008, pages 186-191 pdf
• Liwicki, M. and Bunke, H., Combining On-Line and Off-Line Bidirectional Long Short-Term Memory Networks for Handwritten Text Line Recognition, 11th Int. Conference on Frontiers in Handwriting Recognition, 2008, pages 31-36 pdf
• Graves, A. and Fernandez, S. and Schmidhuber, J. and Liwicki, M. and Bunke, H.: Unconstrained online handwriting recognition with recurrent neural networks. Advances in Neural Information Processing Systems 20, 2008, MIT Press, pages 577-584 pdf
• Liwicki, M. and Schlapbach, A. and Loretan, P. and Bunke, H.: Automatic Detection of Gender and Handedness from On-Line Handwriting, Proc. 13th Conf. of the Int. Graphonomics Society, 2007, pp 179-183 pdf
• Liwicki, M. and Bunke, H.: Feature Selection for On-Line Handwriting Recognition of Whiteboard Notes, Proc. 13th Conf. of the Int. Graphonomics Society, 2007, pp. 101-105 pdf
• Liwicki, M. and Graves, A. and Bunke, H. and Schmidhuber, J.: A Novel Approach to On-Line Handwriting Recognition Based on Bidirectional Long Short-Term Memory Networks. 9th Int. Conf. on Document Analysis and Recognition, 2007, Volume 1, pp. 367-371 pdf
• Liwicki, M. and Indermühle, E. and Bunke, H.: On-Line Handwritten Text Line Detection Using Dynamic Programming. 9th Int. Conf. on Document Analysis and Recognition, 2007, Volume 1, pp. 447-451 pdf
• Liwicki, M. and Bunke, H.: Combining On-Line and Off-Line Systems for Handwriting Recognition. 9th Int. Conf. on Document Analysis and Recognition, 2007, Volume 1, pp. 372-376 pdf
• Knipping, L. and Liwicki, M., Chalklets: Developing Applications for a Board Environment, Proc. 1st IEEE Workshop on Multimedia Technologies for E-Learning, 2006, pages 907-914 pdf
• Liwicki, M. and Bunke, H., HMM-Based On-Line Recognition of Handwritten Whiteboard Notes, Proc. 10th Int. Workshop on Frontiers in Handwriting Recognition, 2006, pages 595-599 pdf
• Liwicki, M., Scherz, M., and Bunke, H. Word Extraction from On-Line Handwritten Text Lines, Proc. 18th Int. Conf. on Pattern Recognition, 2006, volume 2, pages 929-933 pdf
• Liwicki, M. and Schlapbach, A and Bunke, H. and Bengio, S. and Mariéthoz, J. and Richiardi, J.: Writer Identification for Smart Meeting Room Systems, Proc. 7th IAPR Workshop on Document Analysis Systems, Springer, LNCS, Volume 3872, 2006, pp. 186-195 pdf
• Liwicki, M. and Knipping, L.: Recognizing and Simulating Sketched Logic Circuits. Proc. 9th Int. Conf. on Knowledge-Based Intelligent Information & Engineering Systems, LNCS, Volume 3683, 2005, pp. 588 - 594 pdf
• Liwicki, M. and Bunke, H.: IAM-OnDB - an On-Line English Sentence Database Acquired from Handwritten Text on a Whiteboard. 8th Int. Conf. on Document Analysis and Recognition, 2005, Volume 2, pp. 956 - 961 pdf
• Liwicki, M. and Bunke, H.: Enhancing Training Data for Handwriting Recognition of Whiteboard Notes with Samples from a Different Database. 8th Int. Conf. on Document Analysis and Recognition, 2005, Volume 2, pp. 550 - 554 pdf
• Liwicki, M. and Bunke, H.: Handwriting Recognition of Whiteboard Notes. Proc. 12th Conference of the International Graphonomics Society, 2005, pp. 118 - 122 pdf

Miscellaneous

• Received the Alumni Award for the best PhD thesis in 2007
• Received a "best student presentation" award for my presentation at the IGS 2005.
• The Homepage of my study at the FU-Berlin (German)