Journal Papers and Reviewed Conference Papers
(the better ones are printed in bold face :-)
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L. Pishchulin, T. Gass, P. Dreuw, and H. Ney. Image warping for face recognition: From local optimality towards global optimization. Pattern Recognition, volume 45, number 9, pages 3131-3140, September 2012.
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P. Dreuw, D. Rybach, G. Heigold, and H. Ney. RWTH OCR: A Large Vocabulary Optical Character Recognition System for Arabic Scripts. In Volker Märgner, and Haikal El Abed: Guide to OCR for Arabic Scripts Chp. Part II: Recognition, pages 215-254, Springer, London, UK, July 2012.
ISBN 978-1-4471-4071-9.
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P. Dreuw. Probabilistic Sequence Models for Image Sequence Processing and Recognition. PhD Thesis, Computer Science Department, RWTH Aachen University, Aachen, Germany, April 2012.
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P. Dreuw, P. Doetsch, C. Plahl, and H. Ney. Hierarchical Hybrid MLP/HMM or rather MLP Features for a Discriminatively Trained Gaussian HMM: A Comparison for Offline Handwriting Recognition. In IEEE International Conference on Image Processing (ICIP), pages 3541-3544, Brussels, Belgium, September 2011.
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L. Pishchulin, T. Gass, P. Dreuw, and H. Ney. The Fast and the Flexible: Extended Pseudo Two-Dimensional Warping for Face Recognition. In Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), pages 49-57, Gran Canaria, Spain, June 2011.
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P. Dreuw, G. Heigold, and H. Ney. Confidence and Margin-Based MMI/MPE Discriminative Training for Offline Handwriting Recognition. International Journal on Document Analysis and Recognition, volume 14, number 3, pages 273-288, Aachen, Germany, April 2011.
DOI 10.1007/s10032-011-0160-x The final publication is available at www.springerlink.com.
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T. Gass, L. Pishchulin, P. Dreuw, and H. Ney. Warp that Smile on your Face: Optimal and Smooth Deformations for Face Recognition. In IEEE International Conference on Automatic Face and Gesture Recognition (FG), pages 456-463, Santa Barbara, CA, USA, March 2011.
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G. Heigold, P. Dreuw, S. Hahn, R. Schlüter, and H. Ney. Margin-Based Discriminative Training for String Recognition. IEEE Journal of Selected Topics in Signal Processing - Statistical Learning Methods for Speech and Language Processing, volume 4, number 6, pages 917-925, Aachen, Germany, December 2010.
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P. Dreuw, J. Forster, and H. Ney. Tracking Benchmark Databases for Video-Based Sign Language Recognition. In ECCV International Workshop on Sign, Gesture, and Activity (SGA), pages 286-297, Crete, Greece, September 2010.
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B. J. Kröger, J. Kannampuzha, D. Bauer, P. Birkholz, P. Dreuw, and H. Ney. An Action-Based Concept for the Phonetic Annotation of Sign Language Gestures. In Elektronische Sprachsignalverarbeitung (ESSV), pages 33-39, Berlin, Germany, September 2010.
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R. Bowden, P. Dreuw, P. Maragos, and J. Piater. Workshop Proceedings of the Workshop on Sign, Gesture, and Activity. In ECCV International Workshop on Sign, Gesture, and Activity (SGA), Crete, Greece, September 2010.
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T. Gass, P. Dreuw, and H. Ney. Constrained Energy Minimisation for Matching-Based Image Recognition. In International Conference on Pattern Recognition (ICPR), pages 3304-3307, Istanbul, Turkey, August 2010.
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P. Dreuw, H. Ney, G. Martinez, O. Crasborn, J. Piater, J. Miguel Moya, and M. Wheatley. The SignSpeak Project - Bridging the Gap Between Signers and Speakers. In Language Resources and Evaluation (LREC), pages 476-481, Valletta, Malta, May 2010.
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D. Stein, J. Forster, U. Zelle, P. Dreuw, and H. Ney. Analysis of the German Sign Language Weather Forecast Corpus. In 4th Workshop on the Representation and Processing of Sign Languages: Corpora and Sign Language Technologies (CSLT 2010), pages 225-230, Valletta, Malta, May 2010.
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P. Dreuw, J. Forster, Y. Gweth, D. Stein, H. Ney, G. Martinez, J. Verges Llahi, O. Crasborn, E. Ormel, W. Du, T. Hoyoux, J. Piater, J. M. Moya Lazaro, and M. Wheatley. SignSpeak - Understanding, Recognition, and Translation of Sign Languages. In 4th Workshop on the Representation and Processing of Sign Languages: Corpora and Sign Language Technologies (CSLT 2010), pages 65-72, Valletta, Malta, May 2010.
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P. Dreuw, E. Efthimiou, T. Hanke, T. Johnston, G. Martinez Ruiz, and A. Schembri. Workshop Proceedings of the 4th Workshop on the Representation and Processing of Sign Languages: Corpora and Sign Language Technologies (CSLT 2010). , Valletta, Malta, May, 2010.
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P. Dreuw, and H. Ney. SignSpeak - Bridging the Gap Between Signers and Speakers. In Elektronische Sprachsignalverarbeitung (ESSV), pages 278-286, Dresden, Germany, September 2009.
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P. Dreuw, P. Steingrube, H. Hanselmann, and H. Ney. SURF-Face: Face Recognition Under Viewpoint Consistency Constraints . In British Machine Vision Conference (BMVC), pages 1-11, London, UK, September 2009.
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T. Deselaers, T. Gass, P. Dreuw, and H. Ney. Jointly Optimising Relevance and Diversity in Image Retrieval. In ACM International Conference on Image and Video Retrieval (CIVR), pages 39:1-39:8, Island of Santorini, Greece, July 2009.
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P. Dreuw, G. Heigold, and H. Ney. Confidence-Based Discriminative Training for Model Adaptation in Offline Arabic Handwriting Recognition. In International Conference on Document Analysis and Recognition (ICDAR), pages 596-600, Barcelona, Spain, July 2009.
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P. Dreuw, D. Rybach, C. Gollan, and H. Ney. Writer Adaptive Training and Writing Variant Model Refinement for Offline Arabic Handwriting Recognition. In International Conference on Document Analysis and Recognition (ICDAR), pages 21-25, Barcelona, Spain, July 2009.
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P. Dreuw, P. Steingrube, T. Deselaers, and H. Ney. Smoothed Disparity Maps for Continuous American Sign Language Recognition. In Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), Lecture Notes in Computer Science, Volume 5524, pages 24-31, Póvoa de Varzim, Portugal, June 2009.
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P. Dreuw, D. Stein, and H. Ney. Enhancing a Sign Language Translation System with Vision-Based Features. Gesture-Based Human-Computer Interaction and Simulation, volume 5085, number 1, pages 108-113, Lisbon, Portugal, January 2009.
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P. Dreuw, S. Jonas, and H. Ney. White-Space Models for Offline Arabic Handwriting Recognition. In International Conference on Pattern Recognition (ICPR), pages 1-4, Tampa, FL, USA, December 2008.
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P. Dreuw, and H. Ney. Visual Modeling and Feature Adaptation in Sign Language Recognition. In ITG Conference on Speech Communication, Aachen, Germany, October 2008.
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P. Dreuw, J. Forster, T. Deselaers, and H. Ney. Efficient Approximations to Model-based Joint Tracking and Recognition of Continuous Sign Language. In IEEE International Conference on Automatic Face and Gesture Recognition (FG), pages 1-6, Amsterdam, The Netherlands, September 2008.
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M. Zahedi, P. Dreuw, T. Deselaers, and H. Ney. Using Different Aspects of the Signings for Appearance-based Sign Language Recognition. International Journal of Computational Intelligence, volume 4, number 4, pages 300-307, Paris, France, September 2008.
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P. Dreuw. Visual Modeling and Tracking Adaptation for Automatic Sign Language Recognition. In International Computer Vision Summer School (ICVSS), Sicily, Italy, July 2008.
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P. Dreuw, D. Stein, T. Deselaers, D. Rybach, M. Zahedi, J. Bungeroth, and H. Ney. Spoken Language Processing Techniques for Sign Language Recognition and Translation. Technology and Dissability, volume 20, number 2, pages 121-133, Amsterdam, The Netherlands, June 2008.
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P. Dreuw, and H. Ney. Towards Automatic Sign Language Annotation for the ELAN Tool. In LREC Workshop on the Representation and Processing of Sign Languages: Construction and Exploitation of Sign Language Corpora, pages 50-53, Marrakech, Morocco, June 2008.
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T. Deselaers, P. Dreuw, and H. Ney. Pan, Zoom, Scan -- Time-coherent, Trained Automatic Video Cropping. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pages 1-8, Anchorage, AK, USA, June 2008.
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P. Dreuw, C. Neidle, V. Athitsos, S. Sclaroff, and H. Ney. Benchmark Databases for Video-Based Automatic Sign Language Recognition. In Language Resources and Evaluation (LREC), pages 1-6, Marrakech, Morocco, May 2008.
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J. Bungeroth, D. Stein, P. Dreuw, H. Ney, S. Morrissey, A. Way, and L. van Zijl. The ATIS Sign Language Corpus. In Language Resources and Evaluation (LREC), pages 2943-2946, Marrakech, Morocco, May 2008.
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D. Stein, P. Dreuw, H. Ney, S. Morrissey, and A. Way. Hand in Hand: Automatic Sign Language to Speech Translation. In Conference on Theoretical and Methodological Issues in Machine Translation (TMI), pages 214-220, Skövde, Sweden, September 2007.
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P. Dreuw, D. Rybach, T. Deselaers, M. Zahedi, and H. Ney. Speech Recognition Techniques for a Sign Language Recognition System. In Interspeech, pages 2513-2516, Antwerp, Belgium, August 2007.
ISCA best student paper award Interspeech 2007.
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P. Dreuw, D. Stein, and H. Ney. Enhancing a Sign Language Translation System with Vision-Based Features. In International Workshop on Gesture in Human-Computer Interaction and Simulation, pages 18-20, Lisbon, Portugal, May 2007.
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M. Zahedi, P. Dreuw, D. Rybach, T. Deselaers, and H. Ney. Using Geometric Features to Improve Continuous Appearance-based Sign Language Recognition. In British Machine Vision Conference (BMVC), volume 3, pages 1019-1028, Edinburgh, UK, September 2006.
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J. Bungeroth, D. Stein, P. Dreuw, M. Zahedi, and H. Ney. A German Sign Language Corpus of the Domain Weather Report. In Language Resources and Evaluation (LREC), pages 2000-2003, Genoa, Italy, May 2006.
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P. Dreuw, T. Deselaers, D. Keysers, and H. Ney. Modeling Image Variability in Appearance-Based Gesture Recognition. In ECCV Workshop on Statistical Methods in Multi-Image and Video Processing (ECCV-SMVP), pages 7-18, Graz, Austria, May 2006.
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M. Zahedi, P. Dreuw, D. Rybach, T. Deselaers, J. Bungeroth, and H. Ney. Continuous Sign Language Recognition - Approaches from Speech Recognition and Available Data Resources. In LREC Workshop on the Representation and Processing of Sign Languages: Lexicographic Matters and Didactic Scenarios, pages 21-24, Genoa, Italy, May 2006.
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P. Dreuw, T. Deselaers, D. Rybach, D. Keysers, and H. Ney. Tracking Using Dynamic Programming for Appearance-Based Sign Language Recognition. In IEEE International Conference on Automatic Face and Gesture Recognition (FG), pages 293-298, Southampton, UK, April 2006.
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T. Deselaers, D. Rybach, P. Dreuw, D. Keysers, and H. Ney. Face-based Image Retrieval - One Step Toward Object-based Image Retrieval. In MUSCLE / ImageCLEF Workshop on Image and Video Retrieval Evaluation, pages 25-32, Vienna, Austria, September 2005.
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P. Dreuw, D. Keysers, T. Deselaers, and H. Ney. Gesture Recognition Using Image Comparison Methods. In International Workshop on Gesture in Human-Computer Interaction and Simulation (GW), Lecture Notes in Computer Science, volume 3881, pages 124-128, Ile-de-Berder, France, May 2005.
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P. Dreuw. Appearance-Based Gesture Recognition. Master Thesis, Aachen, Germany, January 2005.
Invited Talks
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P. Dreuw, and H. and Ney. SignSpeak - Bridging the Gap Between Signers and Speakers. Elektronische Sprachsignalverarbeitung (ESSV), Dresden, Germany, September 2009.
Invited Talk for the special session "Strukturierte Sitzung: Sprachtechnologie zur Unterstützung von Menschen mit Sinnesbehinderungen".
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P. Dreuw, S. Jonas, and H. Ney. Advances in Arabic and Latin Handwriting Recognition using the RWTH-OCR System. Traitement de la parole, du langage et des documents multimedias (Seminaire DGA), Paris, France, July 2009.
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P. Dreuw. Improved Modeling for Arabic Handwriting Recognition. QUAERO CTC Meeting (QUAERO CTC), Aachen, Germany, March 2009.
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P. Dreuw, and H. Ney. Visual Modeling and Feature Adaptation in Sign Language Recognition. Invited Talk at ITG Conference on Speech Communication, Aachen, Germany, Aachen, Germany, October 2008.
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P. Dreuw, T. Deselaers, and H. Ney. Image and Video Processing at the RWTH HLTPR Group. Invited Talkd at the Instituto Tecnológico de Informática (ITI) of the Universidad Politécnica de Valencia (UPV), Valencia, Spain, October 2008.
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P. Dreuw. Visual Modeling and Feature Adaptation in Sign Language Recognition. Invited Talk at FBK-IRST, FBK-IRST, Trento, Italy, May 2008.
Philippe Dreuw
Last modified: 2011-04-07 10:32:44 .
Disclaimer. Created Wed Dec 22 18:04:32 CET 2004