Recognition Systems for Practical Applications
作者： Thomas Plötz , Gernot A. Fink
DOI: 10.1007/978-1-4471-2188-6_5
关键词: Computer science 、 Research groups 、 Key features 、 Data science 、 Sample (statistics) 、 Experimental science 、 Key (cryptography) 、 Handwriting recognition 、 Field (computer science)
摘要: Aiming at a comprehensive overview of Markov-model based handwriting recognition this chapter focusses on the description systems for practical applications. After theoretical aspects and key developments in field have been surveyed, integration concrete evaluations capabilities are discussed. The starts with most relevant data-sets. As usual all experimental science, research relies availability high-quality sample data training evaluation purposes. According to general shift efforts from online offline recognition, majority described current literature is dedicated recognition. Reviewing literature, we identified seven major systems. We concentrated those that still being maintained further developed. In their features will be performance figures given.
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T. Caesar, J.M. Gloger, E. Mandler, Preprocessing and feature extraction for a handwriting recognition system Proceedings of 2nd International Conference on Document Analysis and Recognition (ICDAR '93). pp. 408- 411 ,(1993) , 10.1109/ICDAR.1993.395706
M.-P. Schambach, Fast script word recognition with very large vocabulary international conference on document analysis and recognition. pp. 9- 13 ,(2005) , 10.1109/ICDAR.2005.111
Emmanuèle Grosicki, Matthieu Carré, Jean-Marie Brodin, Edouard Geoffrois, Results of the RIMES Evaluation Campaign for Handwritten Mail Processing international conference on document analysis and recognition. pp. 941- 945 ,(2009) , 10.1109/ICDAR.2009.224
H. Bunke, S. Bengio, A. Vinciarelli, Offline recognition of unconstrained handwritten texts using HMMs and statistical language models IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 26, pp. 709- 720 ,(2004) , 10.1109/TPAMI.2004.14
R. Bertolami, R. Bertolami, S. Uchida, S. Uchida, M. Zimmermann, M. Zimmermann, H. Bunke, H. Bunke, Non-Uniform Slant Correction for Handwritten Text Line Recognition international conference on document analysis and recognition. ,vol. 1, pp. 18- 22 ,(2007) , 10.1109/ICDAR.2007.4378668
Philippe Dreuw, David Rybach, Christian Gollan, Hermann Ney, Georg Heigold, The RWTH-OCR Handwriting Recognition System for Arabic Handwriting ,(2010)
Volker Märgner, Samia Snoussi Maddouri, Mario Pechwitz, Hamid Amiri, Noureddine Ellouze, IFN/ENIT: database of handwritten arabic words Colloque international francophone sur l'écrit et le document. pp. 129- 136 ,(2002)
Marcus Liwicki, Horst Bunke, HMM-Based On-Line Recognition of Handwritten Whiteboard Notes international conference on frontiers in handwriting recognition. ,(2006)
Volker M, ICDAR 2007 - Arabic Handwriting Recognition Competition ,(2007)
C Thurau, G Fink, T Ploetz, Camera-based Whiteboard Reading: New Approaches to a Challenging Task international conference on frontiers in handwriting recognition. ,(2008)