department of informatics

Publications

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2016
Würsch, M., R. Ingold, and M. Liwicki, "SDK Reinvented: Document Image Analysis Methods as RESTful Web Services", Document Analysis Systems (DAS), 2016 12th IAPR International Workshop on, Santorini, 04/2016.
Wicht, B., A. Fischer, and J. Hennebert, "Deep Learning Features for Handwritten Keyword Spotting", Proc. 23rd Int. Conf. on Pattern Recognition, pp. 3423-3428, 2016.
Garz, A., M. Seuret, A. Fischer, and R. Ingold, "GraphManuscribble: Interact intuitively with digital facsimiles", Proc. 2nd Int. Conf. on Natural Sciences and Technology in Manuscript Analysis, 2016.
Fischer, A., and R. Plamondon, "Signature Verification Based on the Kinematic Theory of Rapid Human Movements", IEEE Trans. on Human-Machine Systems, vol. PP, no. 99, pp. 1–12, 2016.
Riesen, K., A. Fischer, and H. Bunke, "Approximation of Graph Edit Distance by Means of a Utility Matrix", Proc. 7th Int. Workshop on Artificial Neural Networks in Pattern Recognition, pp. 185–194, 2016.
Stauffer, M., A. Fischer, and K. Riesen, "Graph-Based Keyword Spotting in Historical Handwritten Documents", Proc. Int. Workshop on Structural, Syntactic, and Statistical Pattern Recognition, pp. 564–573, 2016.
Howe, N., A. Fischer, and B. Wicht, "Inkball Models as Features for Handwriting Recognition", Proc. 15th Int. Conf. on Frontiers in Handwriting Recognition, pp. 96–101, 2016.
Stauffer, M., A. Fischer, and K. Riesen, "A Novel Graph Database for Handwritten Word Images", Proc. Int. Workshop on Structural, Syntactic, and Statistical Pattern Recognition, pp. 553–563, 2016.
Wicht, B., A. Fischer, and J. Hennebert, "On CPU Performance Optimization of Restricted Boltzmann Machine and Convolutional RBM", Proc. 7th Int. Workshop on Artificial Neural Networks in Pattern Recognition, pp. 163–174, 2016.
2015
Raue, F., W. Byeon, T. M. Breuel, and M. Liwicki, "Parallel Sequence Classification using Recurrent Neural Networks and Alignment", 13th International Conference on Document Analysis and Recognition: IEEE, pp. 581–585, 08/2015. Abstract
Ridi, A., C. Gisler, and J. Hennebert, "Processing Smart Plug Signals Using Machine Learning", Wireless Communications And Networking Conference (WCNC 2015}, Workshop on Energy Efficiency in the Internet of Things, and Internet of Things for Energy Efficiency (E2IoT), New Orleans, USA, IEEE, 03/2015.
Ridi, A., C. Gisler, and J. Hennebert, "User Interaction Event Detection in the Context of Appliance Monitoring", The 13th International Conference on Pervasive Computing and Communications (PerCom 2015}, Workshop on Pervasive Energy Services (PerEnergy), St. Louis, USA, IEEE, 03/2015.
Riesen, K., M. Ferrer, A. Fischer, and H. Bunke, "Approximation of graph edit distance in quadratic time", Proc. 10th Int. Workshop on Graph-based Representations in Pattern Recognition, 2015.
Kise, K., S. Omachi, S. Uchida, M. Iwamura, and M. Liwicki, "Data Embedding into Characters", IEICE TRANSACTIONS on Information and Systems, vol. E98-D, no. 1: The Institute of Electronics, Information and Communication Engineers, pp. 10–20, 2015. Abstract
Ridi, A., N. Zarkadis, C. Gisler, and J. Hennebert, "Duration Models for Activity Recognition and Prediction in Buildings using Hidden Markov Models", Proceedings of the 2015 International Conference on Data Science and Advanced Analytics (DSAA 2015), Paris, France, IEEE Computer Society, pp. 10, 2015. Abstract
Fischer, A., S. Uchida, V. Frinken, K. Riesen, and H. Bunke, "Improving Hausdorff edit distance using structural node context", Proc. 10th Int. Workshop on Graph-based Representations in Pattern Recognition, 2015.
Fu, H., X. Zhong, Z. Liu, and A. Fischer, "Mathematics Intelligent Learning Environment", Research Journal of Mathematics & Technology, vol. 4, issue 2, no. 2, pp. 91–102, 2015.
Wei, H., M. Seuret, K. Chen, A. Fischer, M. Liwicki, R. Ingold, and X. Zhong, "Selecting Autoencoder Features for Layout Analysis of Historical Documents", 3rd International Workshop on Historical Document Imaging and Processing (HIP 2015), Nancy, France, 2015.
Okoso, A., T. Toyama, K. Kunze, J. Folz, M. Liwicki, and K. Kise, "Towards Extraction of Subjective Reading Incomprehension", Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems - CHI EA '15, New York, New York, USA, ACM Press, pp. 1325–1330, 2015. Abstract
Seuret, M., A. Fischer, A. Garz, and M. Liwicki, "Clustering Historical Documents Based on the Reconstruction Error of Autoencoders", Third International Workshop on Historical Document Imaging and Processing, pp. 85–91, 2015.
Azawi, M. A., M. Liwicki, and T. M. Breuel, "Combination of Multiple Aligned Recognition Outputs using WFST and LSTM", 13th International Conference on Document Analysis and Recognition: IEEE, pp. 31–35, 2015. Abstract
Ul-hasan, A., F. Shafait, and M. Liwicki, "Curriculum Learning for Printed Text Line Recognition of Ligature-based Scripts", 13th International Conference on Document Analysis and Recognition: IEEE, pp. 1001–1005, 2015. Abstract
Afzal, M. Z., J. Pastor-pellicer, F. Shafait, T. M. Breuel, A. Dengel, and M. Liwicki, "Document Image Binarization using LSTM : A Sequence Learning Approach", Third International Workshop on Historical Document Imaging and Processing, pp. 79–84, 2015.
Seuret, M., K. Chen, N. Eichenberger, M. Liwicki, and R. Ingold, "Gradient-Domain Degradations for Improving Historical Documents Images Layout Analysis", 13th International Conference on Document Analysis and Recognition: IEEE, pp. 1006–1010, 2015. Abstract
Chen, K., M. Seuret, M. Liwicki, J. Hennebert, and R. Ingold, "Page Segmentation of Historical Document Images with Convolutional Autoencoders", 13th International Conference on Document Analysis and Recognition: IEEE, pp. 1101––1105, 2015. Abstract
Simistira, F., A. Ul-hassan, V. Papavassiliou, B. Gatos, V. Katsouros, and M. Liwicki, "Recognition of Historical Greek Polytonic Scripts Using LSTM Networks", 13th International Conference on Document Analysis and Recognition: IEEE, pp. 766–770, 2015. Abstract