Dr. phil. nat. Marcus Liwicki
Senior Researcher, German Research Center for Artificial IntelligenceKaiserslautern, Germany
Research field: Computer and Information Science - Artificial Intelligence
Knowledge Management,
Semantic Desktop,
Electronic Pen-Input Devices,
Handwriting Recognition,
Pattern Matching,
Document Analysis
Publications
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Journal Article (10)
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M Liwicki, A Graves, H Bunke (2012) Neural Networks for Handwriting Recognition, 5-24. In Computational Intelligence Paradigms in Advanced Pattern Classification.
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Marcus Liwicki, Andreas Schlapbach, Horst Bunke (2011) Automatic gender detection using on-line and off-line information, 87-92. In Pattern Analysis and Applications 14 (1).Download PDF (326.68 KB)
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Marcus Liwicki, Horst Bunke, James A Pittman et al. (2011) Combining Diverse Systems for Handwritten Text Line Recognition, 39-51. In Machine Vision and Applications 22 (1).Download PDF (252.79 KB)
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Sheraz Ahmed, Marcus Liwicki, Markus Weber et al. (2011) Improved Automatic Analysis of Architectural Floor Plans, 864 - 869. In 11th International Conference on Document Analysis and Recognition.Download PDF (5.06 MB)
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Seiichi Uchida, Marcus Liwicki, Masakazu Iwamura et al. (2010) Digital Pen Technologies (Japanese), 293-298. In Journal of the Institute of Image Information and Television Engineers 64 (3).
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Alex Graves, Marcus Liwicki, Santiago Fernández et al. (2009) A Novel Connectionist System for Unconstrained Handwriting Recognition, 855-868. In IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (5).Download PDF (2.84 MB)
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Marcus Liwicki, Horst Bunke (2009) Combining diverse on-line and off-line systems for handwritten text line recognition, 3254-3263. In Pattern Recognition 42 (12).Download PDF (683.2 KB)
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Marcus Liwicki, Horst Bunke (2009) Feature Selection for {HMM} and {BLSTM} based Handwriting Recognition of Whiteboard Notes, 907-923. In Int. Journal of Pattern Recognition and Artificial Intelligence 23 (5).Download PDF (313.26 KB)
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Andreas Schlapbach, Marcus Liwicki, Horst Bunke (2008) A Writer Identification System for On-line Whiteboard Data, 2381-2397. In Pattern Recognition 41 (7).Download PDF (387.17 KB)
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Marcus Liwicki, Horst Bunke (2007) Handwriting Recognition of Whiteboard Notes -- Studying the Influence of Training Set Size and Type, 83-98. In Int. Journal of Pattern Recognition and Artificial Intelligence 21 (1).Download PDF (271.19 KB)
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Book (1)
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Marcus Liwicki, Horst Bunke (2008) RECOGNITION OF WHITEBOARD NOTES - Online, Offline and Combination. In World Scientific.Download PDF (3.09 MB)
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Book Section (1)
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Marcus Liwicki, Horst Bunke (2010) Recognition Techniques for Whiteboard Notes Written in Roman Script, 397-414. In C H Chen; : Handbook of Pattern Recognition and Computer Vision.Download PDF (289.97 KB)
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Conference Proceedings (60)
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Marcus Liwicki, Sandra Thieme, Gerrit Kahl et al. (2011) An Intelligent Shopping List - Combining Digital Paper with Product Ontologies, 187-194. In Proc. 15th international conference on Knowledge-based and intelligent information and engineering systems.Download PDF (629.98 KB)
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W Song, S Uchida, M Liwicki (2011) Comparative Study of Part-Based Handwritten Character Recognition Methods, 814-818. In Document Analysis and Recognition (ICDAR), 2011 International Conference on.
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Daniel Sonntag, Marcus Liwicki, Markus Weber (2011) Digital Pen in Mammography Patient Forms, 303-306. In Proceedings of the 13th international conference on multimodal interfaces.Download PDF (1.22 MB)
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Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel (2011) Evaluation of Local and Global Features for Offline Signature Verification, 26-30. In Online.Download PDF (403.59 KB)
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Markus Weber, Christoph Langenhan, Thomas Roth-Berghofer et al. (2011) Fast Subgraph Isomorphism Detection for Graph-Based Retrieval, 319-333. In CaseBased Reasoning Research and Development.Download PDF (594.98 KB)
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Marcus Liwicki, Sebastian Ebert, Andreas Dengel (2011) From Handwriting Recognition to Ontologie-Based Information Extraction of Handwritten Notes, 222-231. In Proc. 15th Int’l Conference on Knowledge-Based and Intelligent Information & Engineering Systems.Download PDF (183.25 KB)
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Markus Weber, Marcus Liwicki, Andreas Dengel (2011) Indexing with Well-Founded Total Order for Faster Subgraph Isomorphism Detection, 185–194. In GraphBased Representations in Pattern Recognition.Download PDF (670.48 KB)
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Daniel Sonntag, Marcus Liwicki, Markus Weber (2011) Interactive Paper for Radiology Findings, 459-460. In Proceedings of the 16th International Conference on Intelligent User Interfaces.Download PDF (219.34 KB)
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W Song, S Uchida, M Liwicki (2011) Look Inside the World of Parts of Handwritten Characters, 784-788. In Document Analysis and Recognition (ICDAR), 2011 International Conference on.
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Markus Weber, Marcus Liwicki, Yannik T H Schelske et al. (2011) MCS for Online Mode Detection : Evaluation on Pen-Enabled Multi-Touch Interfaces, 957-961. In Proc. 11th International Conference on Document Analysis and Recognition.Download PDF (85.67 KB)
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Awards and Grants
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Dec 2007Alumni Award for the best phd-thesis View website
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Jun 2005Best student paper award at IGS 2005 View website
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Jun 1999Participation at Mathematics Olympiad (Best result: 3rd place in Berlin, 1st in borough)
Biographical Information
Marcus Liwicki received his M.S. degree in Computer Science from the Free University of Berlin, Germany, in 2004, and his PhD degree from the University of Bern, Switzerland, in 2007. Currently he is a senior researcher and lecturer at the German Research Center for Artificial Intelligence (DFKI).
His research interests include knowledge management, semantic desktop, electronic pen-input devices, on-line and off-line handwriting recognition and document analysis. From October 2009 to March 2010 he visited Kyushu University (Fukuoka, Japan) as a research fellow, supported by the Japanese Society for the Promotion of Science.
Marcus Liwicki is a member of the IAPR and a regular reviewer for international journals, including IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Audio, Speech and Language Processing, International Journal of Document Analysis and Recognition, Pattern Recognition, and Pattern Recognition Letters. He is a member of the International Graphonomics Society and the International Association for Pattern Recognition and a PC-Chair of the International Workshop on Automated Forensic Handwriting Analysis. Furthermore he serves in the program committee of the Int. Conference on Frontiers in Handwriting Recognition, the International Conference on Document Analysis and Recognition, the Int. Workshop on Document Analysis Systems, the Workshop on Analytics for Noisy Unstructured Text Data, Document Recognition and Retrieval Conference, the IEEE ISM Workshop on Multimedia Technologies for E-Learning, the Conference of the International Graphonomics Society, and as a reviewer of several IAPR conferences, AI workshops and conferences. Since 2010 he is the organizer of the discussion groups on the Workshops on Document Analysis and Recognition.
Marcus Liwicki gave a number of invited talks at several international workshops, universities, and companies. He also gave several tutorials on IAPR conferences.
Marcus Liwicki is a co-author of the book "Recognition of Whiteboard Notes – Online, Offline, and Combination", published by World Scientific in October 2008.
He has more than 50 publications, including more than ten journal papers.
His research interests include knowledge management, semantic desktop, electronic pen-input devices, on-line and off-line handwriting recognition and document analysis. From October 2009 to March 2010 he visited Kyushu University (Fukuoka, Japan) as a research fellow, supported by the Japanese Society for the Promotion of Science.
Marcus Liwicki is a member of the IAPR and a regular reviewer for international journals, including IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Audio, Speech and Language Processing, International Journal of Document Analysis and Recognition, Pattern Recognition, and Pattern Recognition Letters. He is a member of the International Graphonomics Society and the International Association for Pattern Recognition and a PC-Chair of the International Workshop on Automated Forensic Handwriting Analysis. Furthermore he serves in the program committee of the Int. Conference on Frontiers in Handwriting Recognition, the International Conference on Document Analysis and Recognition, the Int. Workshop on Document Analysis Systems, the Workshop on Analytics for Noisy Unstructured Text Data, Document Recognition and Retrieval Conference, the IEEE ISM Workshop on Multimedia Technologies for E-Learning, the Conference of the International Graphonomics Society, and as a reviewer of several IAPR conferences, AI workshops and conferences. Since 2010 he is the organizer of the discussion groups on the Workshops on Document Analysis and Recognition.
Marcus Liwicki gave a number of invited talks at several international workshops, universities, and companies. He also gave several tutorials on IAPR conferences.
Marcus Liwicki is a co-author of the book "Recognition of Whiteboard Notes – Online, Offline, and Combination", published by World Scientific in October 2008.
He has more than 50 publications, including more than ten journal papers.
CV
Professional Experience
2008 - Present
Senior Researcher at German Research Center for Artificial Intelligence
Kaiserslautern, Germany
Classes taught:
Applications of Artificial Intelligence
Methods and Models for Artificial Intelligence
Seminar Knowledge Management
PhD-Seminar
Kaiserslautern, Germany
Classes taught:
Applications of Artificial Intelligence
Methods and Models for Artificial Intelligence
Seminar Knowledge Management
PhD-Seminar
Oct 2009 - Mar 2010
Postdoctural Fellow at Kyushu University
Fukuoka, Japan
Fukuoka, Japan
Apr 2004 - Dec 2007
Education
Apr 2004 - Dec 2007
Oct 2001 - Mar 2004
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