patrec.bib

@inproceedings{Moya2020-FHPPDHAR,
  doi = {10.1109/PerComWorkshops51409.2021.9431062},
  author = {Huelya Avsar AND Erik Altermann AND Christopher Reining AND Fernando Moya Rueda AND Gernot A. Fink AND Michael ten Hompel},
  title = {{Benchmarking Annotation Procedures for Multi-channel Time Series HAR Dataset}},
  booktitle = {2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)},
  address = {Kassel, Germany},
  month = {March},
  link = {https://ieeexplore.ieee.org/abstract/document/9431062},
  year = {2021}
}

@inproceedings{Brandenbusch2021-CAG,
  author = {Kai Brandenbusch AND Eugen Rusakov AND Gernot A. Fink},
  title = {{Context Aware Generation of Cuneiform Signs}},
  booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
  address = {Lausanne, Switzerland},
  note = {To appear.},
  year = {2021}
}

@inproceedings{Luedtke2021-HARABNNCI,
  author = {Stefan Luedtke AND Fernando Moya Rueda AND Gernot A. Fink AND Thomas Kirste},
  title = {{Human Activity Recognition using Attribute-Based Neural Networks and Context Information}},
  booktitle = {3RD International Workshop on Deep Learning for Human Activity Recognition(to appear)},
  address = {Montreal, Canada},
  month = {August},
  year = {2021}
}

@inproceedings{Rusakov2021-EAC,
  author = {Eugen Rusakov AND Turna Somel AND Gerfrid G. W. Mueller AND Gernot A. Fink},
  title = {{Embedded Attributes for Cuneiform Sign Spotting}},
  booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
  address = {Lausanne, Switzerland},
  year = {2021}
}

@inproceedings{Tueselmann2021-AEE,
  title = {{Are End-to-End Systems Really Necessary for NER on Handwritten Document Images?}},
  series = {Lecture Notes in Computer Science},
  booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
  author = {Oliver Tueselmann AND Fabian Wolf AND Gernot A. Fink},
  year = {2021},
  volume = {12822},
  address = {Lausanne, Switzerland},
  pages = {808--822}
}

@inproceedings{Wolf2021-GCN,
  title = {{Graph Convolutional Neural Networks for Learning Attribute Representations for Word Spotting}},
  series = {Lecture Notes in Computer Science},
  booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
  author = {Fabian Wolf AND Andreas Fischer AND Gernot A. Fink},
  year = {2021},
  volume = {12821},
  link = {https://link.springer.com/chapter/10.1007/978-3-030-86549-8_4},
  address = {Lausanne, Switzerland},
  pages = {50--64}
}

@article{Moya2018-CNN,
  title = {{LARa: Creating a Dataset for Human Activity Recognition in Logistics Using Semantic Attributes}},
  author = {Friedrich Niemann AND and Christopher Reining AND Fernando Moya Rueda and
Nilah Ravi Nair AND Janine Anika Steffens  AND Gernot A. Fink AND Michael ten Hompel},
  number = {15},
  volume = {20},
  link = {https://www.mdpi.com/1424-8220/20/15/4083#},
  year = {2020},
  journal = {Sensors}
}

@article{Rothacker2020-AWS,
  publisher = {World Scientific},
  title = {{Annotation-free Word Spotting with Bag-of-Features HMMs}},
  %pdf = {Rothacker2020-AWS.pdf},
  journal = {Int. Journal of Pattern Recognition and Artificial Intelligence},
  author = {Leonard Rothacker AND Fabian Wolf AND Gernot A. Fink},
  number = {4},
  volume = {35},
  link = {https://www.worldscientific.com/doi/10.1142/S0218001421530013},
  year = {2020},
  pages = {2153001}
}

@inproceedings{Kossmann2020-TTM,
  title = {{Towards Tackling Multi-Label Imbalances in Remote Sensing Imagery}},
  booktitle = {Proc. Int. Conf. on Pattern Recognition},
  author = {Dominik Kossmann AND Thorsten Wilhelm AND Gernot A. Fink},
  month = {January},
  note = {To appear},
  year = {2020},
  address = {Milan, Italy}
}

@inproceedings{Oberdiek2020-OODR,
  publisher = {IEEE},
  title = {{Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation}},
  booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
  author = {Philipp Oberdiek AND Matthias Rottmann AND Gernot A. Fink},
  link = {},
  year = {2020},
  address = {Seattle, USA}
}

@inproceedings{Reining2020_APMTSHAL,
  doi = {10.1109/PerComWorkshops48775.2020.9156170},
  title = {{Annotation Performance for multi-channel time series HAR Dataset in Logistics}},
  series = {PERCOm Workshops},
  booktitle = {2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)},
  author = {C. Reining AND F. Moya Rueda AND F. Niemann AND G. A. Fink AND M. t. Hompel},
  month = {March},
  link = {https://ieeexplore.ieee.org/document/9156170},
  year = {2020},
  pages = {1-6}
}

@inproceedings{Moya2020-FHPPDHAR,
  doi = {10.1109/ICPR48806.2021.9412283},
  author = {Fernando Moya Rueda AND Gernot A. Fink},
  title = {{From Human Pose to On-body Devices for Human Activity Recognition}},
  booktitle = {2020 25th International Conference on Pattern Recognition (ICPR)},
  address = {Milan, Italy},
  month = {January},
  link = {https://ieeexplore.ieee.org/document/9412283},
  year = {2020}
}

@inproceedings{Rusakov2020-TQX,
  author = {Eugen Rusakov AND Turna Somel AND Gernot A. Fink AND Gerfrid G. W. Mueller},
  title = {{Towards Query-by-eXpression Retrieval of Cuneiform Signs}},
  booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
  address = {Dortmund, NRW, Germany},
  year = {2020}
}

@inproceedings{Tueselmann2020-IHW,
  publisher = {IEEE},
  author = {Oliver Tueselmann AND Fabian Wolf AND Gernot A. Fink},
  title = {{Identifying and Tackling Key Challenges in Semantic Word Spotting}},
  booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
  address = {Dortmund, Germany (virtual)},
  pages = {55--60},
  year = {2020}
}

@inproceedings{Wolf2020-ALD,
  note = {Winner of the Nakano Best Paper Award},
  author = {Fabian Wolf AND Gernot A. Fink},
  title = {{Annotation-free Learning of Deep Representations for Word Spotting using Synthetic Data and Self Labeling}},
  series = {Lecture Notes in Computer Science},
  booktitle = {Proc. Int. Workshop on Document Analysis Systems},
  address = {Wuhan, China (virtual)},
  month = {July},
  volume = {12116},
  link = {https://arxiv.org/abs/1903.10930},
  pages = {293--308},
  year = {2020}
}

@inproceedings{Wolf2020-IHW,
  publisher = {IEEE},
  author = {Fabian Wolf AND Kai Brandenbusch AND Gernot A. Fink},
  title = {{Improving Handwritten Word Synthesis for Annotation-free Word Spotting}},
  booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
  address = {Dortmund, Germany (virtual)},
  pages = {61--66},
  link = {https://ieeexplore.ieee.org/document/9257623},
  year = {2020}
}

@article{Ahmad2019-HAT,
  title = {{Handwritten Arabic text recognition using multi-stage sub-core-shape HMMs}},
  journal = {Int. Journal on Document Analysis and Recognition},
  author = {Irfan Ahmad AND Gernot A. Fink},
  number = {3},
  volume = {22},
  link = {https://link.springer.com/article/10.1007/s10032-019-00339-8},
  year = {2019}
}

@article{Reining2019-HAR,
  issn = {2078-2489},
  title = {{Human Activity Recognition for Production and Logistics - A Systematic Literature Review}},
  journal = {Information},
  author = {Christopher Reining AND Friedrich Niemann AND Fernando Moya Rueda AND Gernot A. Fink AND Michael ten Hompel},
  number = {8},
  volume = {10},
  doi = {10.3390/info10080245},
  link = {https://www.mdpi.com/2078-2489/10/8/245},
  year = {2019}
}

@inproceedings{Rusakov2019-GCS,
  author = {Eugen Rusakov AND Kai Brandenbusch AND Denis Fisseler AND Turna Somel AND Gernot A. Fink AND Frank Weichert AND Gerfrid G. W. Mueller},
  title = {{Generating Cuneiform Signs with Cycle-Consistent Adversarial Networks}},
  booktitle = {Proc. of the Int. Workshop on Historical Document Imaging and Processing},
  address = {Sydney, NSW, Australia},
  link = {https://dl.acm.org/doi/abs/10.1145/3352631.3352632},
  year = {2019}
}

@inproceedings{Wilhelm2019-ULO,
  author = {Thorsten Wilhelm AND Rene Grzeszick AND Gernot A. Fink AND Christian W{\"o}hler},
  title = {{Unsupervised Learning of Scene Categories on the Lunar Surface}},
  nopdf = {Strassburg2015-OIS},
  booktitle = {Proc. International Conference on Computer Vision Theory and Applications (VISAPP)},
  address = {Prague, Czech Republic},
  link = {http://www.insticc.org/Primoris/Resources/PaperPdf.ashx?idPaper=75695},
  year = {2019}
}

@inproceedings{Wolf2019-ECM,
  author = {Fabian Wolf AND Philipp Oberdiek AND Gernot A. Fink},
  title = {{Exploring Confidence Measures for Word Spotting in Heterogeneous Datasets}},
  booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
  address = {Sydney, Australia},
  link = {https://arxiv.org/abs/1903.10930},
  year = {2019}
}

@misc{Fink2019-WSI,
  title = {{Word Spotting in the Era of Deep Learning}},
  author = {Gernot A. Fink},
  year = {2019},
  howpublished = {Tutorial (invited) presented at
École Pratique des Hautes Études, Paris, France},
  special = {Supplementary Material:http://patrec.cs.tu-dortmund.de/cms/en/home/Resources/ws_tutorial/index.html}
}

@article{Moya2018-CNN,
  title = {{Convolutional Neural Networks for Human Activity Recognition Using Body-Worn Sensors}},
  author = {Fernando Moya Rueda AND Rene Grzeszick AND Gernot A. Fink AND Sascha Feldhorst AND Michael ten Hompel},
  number = {5},
  volume = {26},
  link = {http://www.mdpi.com/2227-9709/5/2/26},
  year = {2018},
  journal = {informatics}
}

@article{Sudholt2018-ACF,
  title = {{Attribute CNNs for Word Spotting in Handwritten Documents}},
  author = {Sebastian Sudholt AND Gernot A. Fink},
  number = {3},
  pages = {159--160},
  volume = {21},
  link = {https://link.springer.com/article/10.1007/s10032-018-0295-0},
  year = {2018},
  journal = {Int. Journal on Document Analysis and Recognition},
  special = {view:http://rdcu.be/G1eS}
}

@inproceedings{Gurjar2018-LDR,
  author = {Neha Gurjar AND Sebastian Sudholt AND Gernot A. Fink},
  title = {{Learning Deep Representations for Word Spotting Under Weak Supervision}},
  booktitle = {Proc. Int. Workshop on Document Analysis Systems},
  year = {2018},
  address = {Vienna, Austria}
}

@inproceedings{Oberdiek2018-CUDNN,
  publisher = {Springer},
  title = {{Classification Uncertainty of Deep Neural Networks Based on Gradient Information}},
  booktitle = {8th IAPR TC 3 Workshop on Artificial Neural Networks for Pattern Recognition (ANNPR 2018)},
  author = {Philipp Oberdiek AND Matthias Rottmann AND Hanno Gottschalk},
  link = {http://arxiv.org/abs/1805.08440},
  year = {2018},
  address = {Siena, Italy}
}

@inproceedings{Moya2018-LAR,
  publisher = {IEEE},
  issn = {1051-4651},
  author = {Fernando Moya Rueda AND Gernot A. Fink},
  title = {{Learning Attribute Representation for Human Activity Recognition}},
  booktitle = {Proc. Int. Conf. on Pattern Recognition},
  address = {Bejing, China},
  doi = {10.1109/ICPR.2018.8545146},
  link = {https://ieeexplore.ieee.org/document/8545146},
  year = {2018},
  pages = {523-528}
}

@inproceedings{Rusakov2018-APR,
  author = {Eugen Rusakov AND Leonard Rothacker AND Hynuho Mo AND Gernot A. Fink},
  title = {{A Probabilistic Retrieval Model for Word Spotting Based on Direct Attribute Prediction}},
  booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
  address = {Niagara Falls, USA},
  note = {Winner of the IAPR Best Student Paper Award},
  year = {2018}
}

@misc{Fink2018-DLF,
  nospecial = {Supplementary Material:http://patrec.cs.tu-dortmund.de/cms/en/home/Resources/ws_tutorial/index.html},
  title = {{Deep Learning for Word Spotting}},
  author = {Gernot A. Fink},
  year = {2018},
  howpublished = {Tutorial presented at
Int. Conf. on Frontiers in Handwriting Recognition (ICFHR), Niagara Falls, USA}
}

@misc{Fink2018-DAL,
  title = {{Deep Attribute Learning}},
  author = {Gernot A. Fink},
  year = {2018},
  howpublished = {Lecture (invited) presented at
2nd Int. Workshop on Pattern Analysis and Applications (IWPAA), In celebration of the 125th Birth Anniversary of
Prof. P. C. Mahalanobis, Kolkata, India}
}

@article{Grzeszick2017-BOF,
  title = {{Bag-of-Features Methods for Acoustic Event Detection and Classification}},
  journal = {IEEE/ACM Trans. Audio, Speech and Language Processing},
  author = {Rene Grzeszick AND Axel Plinge AND Gernot A. Fink},
  number = {6},
  volume = {25},
  link = {http://ieeexplore.ieee.org/document/7933055/},
  year = {2017},
  pages = {1242--1252}
}

@article{Plinge2017POG,
  author = {Axel Plinge AND Gernot A. Fink AND Sharon Gannot},
  journal = {IEEE Signal Processing Letters},
  title = {{Passive online geometry calibration of acoustic sensor networks}},
  number = {3},
  month = {Mar},
  volume = {24},
  year = {2017}
}

@inproceedings{Gondal2017-OPN,
  author = {Waleed M. Gondal AND Jan M. Koehler AND Rene Grzeszick AND Gernot A. Fink AND Michael Hirsch},
  title = {{Weakly-Supervised Localization of Diabetic Retinopathy Lesions in Retinal Fundus Images}},
  booktitle = {Proc. IEEE Intl. Conf. on Image Processing},
  year = {2017}
}

@inproceedings{Grzeszick2017-ZSO,
  title = {{Zero-shot object prediction using semantic scene knowledge}},
  booktitle = {Proc. International Conference on Computer Vision Theory and Applications (VISAPP)},
  author = {Rene Grzeszick AND Gernot A. Fink},
  year = {2017}
}

@inproceedings{Grzeszick2017-OPN,
  title = {{Optimistic and Pessimistic Neural Networks for Object Recognition}},
  booktitle = {Proc. IEEE Intl. Conf. on Image Processing},
  author = {Rene Grzeszick AND Sebastian Sudholt AND Gernot A. Fink},
  year = {2017}
}

@inproceedings{Grzeszick2017-DNN,
  author = {Rene Grzeszick AND Jan Marius Lenk AND Fernando Moya Rueda AND Sascha Feldhorst AND Michael ten Hompel AND Gernot A. Fink},
  title = {{Deep Neural Network based Human Activity Recognition for the Order Picking Process}},
  address = {Rostock, Germany},
  note = {Winner of the iWOAR Best Paper Award},
  year = {2017},
  booktitle = {Proc. Int. Workshop on Sensor-based Activity Recognition and Interaction (iWOAR)}
}

@inproceedings{Rothacker2017-WHF,
  author = {Leonard Rothacker AND Sebastian Sudholt AND Eugen Rusakov AND Matthias Kasperidus AND Gernot A. Fink},
  title = {{Word Hypotheses for Segmentation-free Word Spotting in Historic Document Images}},
  booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
  address = {Kyoto, Japan},
  year = {2017}
}

@inproceedings{Moya2017-NPC,
  author = {Fernando Moya Rueda AND Rene Grzeszick AND Gernot A. Fink},
  title = {{Neuron Pruning for Compressing Deep Networks using Maxout Architectures}},
  address = {Basel, Switzerland},
  link = {https://link.springer.com/chapter/10.1007/978-3-319-66709-6_15},
  year = {2017},
  booktitle = {Proc. 39th German Conf. Pattern Recognition}
}

@inproceedings{Sudholt2017-QBO,
  author = {Sebastian Sudholt AND Leonard Rothacker AND Gernot A. Fink},
  title = {{Query-by-Online Word Spotting Revisited: Using CNNs for Cross-Domain Retrieval}},
  booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
  address = {Kyoto, Japan},
  year = {2017}
}

@inproceedings{Sudholt2017-EWS,
  author = {Sebastian Sudholt AND Gernot A. Fink},
  title = {{Evaluating Word String Embeddings and Loss Functions for CNN-based Word Spotting}},
  booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
  address = {Kyoto, Japan},
  year = {2017}
}

@inproceedings{Wilhelm2017-FWS,
  title = {{From Weakly Supervised Object Localization to Semantic Segmentation by Probabilistic Image Modeling}},
  booktitle = {Proc. Int. Conf. on Digital Image Computing: Techniques and Applications (DICTA)},
  author = {Thorsten Wilhelm AND Rene Grzeszick AND Gernot A. Fink AND Christian Woehler},
  year = {2017}
}

@misc{Fink2017-WSF,
  title = {{Word Spotting: From Bag-of-Features to Deep Learning}},
  author = {Gernot A. Fink AND Sebastian Sudholt},
  year = {2017},
  howpublished = {Tutorial presented at
Int. Conf. on Document Analysis and Recognition (ICDAR), Kyoto, Japan},
  nourl = {http://www.icfhr2014.org/selected-tutorials/},
  special = {Supplementary Material:http://patrec.cs.tu-dortmund.de/cms/en/home/Resources/ws_tutorial/index.html}
}

@misc{Fink2017-WIH,
  title = {{Wordspotting in historischen Dokumenten}},
  author = {Gernot A. Fink},
  year = {2017},
  howpublished = {Lecture (invited) presented at
Workshop ``Grundlagen der Familienforschung'', Martin-Opitz-Bibliothek, Herne}
}

@misc{Fink2017-WSF1,
  title = {{Word Spotting: From Bag-of-Features to Deep Learning}},
  author = {Gernot A. Fink AND Sebastian Sudholt},
  year = {2017},
  howpublished = {Tutorial (invited) presented at
IAPR Summer School on Document Analysis, Jaipur, India},
  nourl = {http://www.icfhr2014.org/selected-tutorials/},
  special = {Supplementary Material:http://patrec.cs.tu-dortmund.de/cms/en/home/Resources/index.html#ws-tutorial}
}

@article{Ahmad2016-OVR,
  doi = {10.1016/j.patcog.2015.09.011},
  keyword = {Arabic OCR,Font identification,Hidden Markov models,Mixed-font OCR,Optical character recognition,Sliding window,Unseen-font OCR},
  author = {Irfan Ahmad AND Sabri A. Mahmoud AND Gernot A. Fink},
  journal = {Pattern Recognition},
  issn = {00313203},
  month = {mar},
  volume = {51},
  link = {http://www.sciencedirect.com/science/article/pii/S0031320315003428},
  year = {2016},
  title = {{Open-vocabulary recognition of machine-printed Arabic text using hidden Markov models}},
  pages = {97--111}
}

@article{Plinge2016-AMG,
  author = {Axel Plinge AND Florian Jacob AND Reinhold Haeb-Umbach AND Gernot A. Fink},
  journal = {IEEE Signal Processing Magazine},
  title = {{Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms}},
  number = {4},
  volume = {33},
  link = {http://ieeexplore.ieee.org/document/7503169/},
  year = {2016},
  oldurl = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7503169},
  pages = {14-29}
}

@inproceedings{Ahmad2016-CBC,
  author = {Irfan Ahmad AND Gernot A. Fink},
  title = {{Class-Based Contextual Modeling for Handwritten Arabic Text Recognition}},
  booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
  address = {Shenzhen, China},
  year = {2016}
}

@inproceedings{Feldhorst2016-MCF,
  author = {Sascha Feldhorst AND Mojtaba Masoudinejad AND Michael ten Hompel AND Gernot A. Fink},
  title = {{Motion Classification for Analyzing the Order Picking Process Using Mobile Sensors}},
  booktitle = {Proc. Int. Conf. Pattern Recognition Applications and Methods (ICPRAM)},
  address = {Rome, Italy},
  year = {2016}
}

@inproceedings{Grzeszick2016-CAP,
  title = {{Camera-assisted Pick-by-feel}},
  booktitle = {Proc. 12. Fachkolloquium der WGTL},
  author = {Rene Grzeszick AND Sascha Feldhorst AND Christian Mosblech AND Michael ten Hompel AND Gernot A. Fink},
  link = {http://www.logistics-journal.de/proceedings/2016/fachkolloquium2016/4455},
  year = {2016}
}

@inproceedings{Kuerby2016-BAE,
  author = {Julian K{\"u}rby AND Rene Grzeszick AND Axel Plinge AND Gernot A. Fink},
  title = {{Bag-of-Features Acoustic Event Detection for Sensor Networks}},
  booktitle = {Detection and Classification of Acoustic Scenes and Events (DCASE) Workshop},
  address = {Budapest, Hungary},
  year = {2016},
  pages = {55--59}
}

@inproceedings{Plinge2016-MSE,
  author = {Axel Plinge AND Sharon Gannot},
  booktitle = {Sensor Array and Multichannel Signal Processing Workshop},
  address = {Rio de Janeiro, Brazil},
  month = {July},
  year = {2016},
  title = {{Multi-microphone Speech Enhancement Informed by Auditory Scene Analysis}}
}

@inproceedings{Rothacker2016-ROM,
  author = {Leonard Rothacker AND Gernot A. Fink},
  title = {{Robust Output Modeling in Bag-of-Features HMMs for Handwriting Recognition}},
  booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
  address = {Shenzhen, China},
  year = {2016}
}

@inproceedings{Sudholt2016-PAD,
  author = {Sebastian Sudholt AND Gernot A. Fink},
  title = {{PHOCNet: A Deep Convolutional Neural Network for Word Spotting in Handwritten Documents}},
  booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
  address = {Shenzhen, China},
  note = {Winner of the IAPR Best Paper Award},
  year = {2016}
}

@inproceedings{Wieprecht2016-WSI,
  author = {Christian Wieprecht AND Leonard Rothacker AND Gernot A. Fink},
  title = {{Word Spotting in Historical Document Collections with Online-Handwritten Queries}},
  booktitle = {Proc. IAPR Int. Workshop on Document Analysis Systems},
  address = {Santorini, Greece},
  year = {2016}
}

@article{Grzeszick2015-IPM,
  title = {{An Iterative Partitioning-based Method for Semi-supervised Annotation Learning in Image Collections}},
  journal = {International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI)},
  author = {Rene Grzeszick AND Gernot A. Fink},
  month = {December},
  year = {2015}
}

@article{Vajda2015-CBW,
  title = {{Camera-Based Whiteboard Reading for Understanding Mind Maps}},
  origpages = {1553003-1--1553003-26},
  timestamp = {2015.01.05},
  journal = {Int. Journal of Pattern Recognition and Artificial Intelligence},
  author = {Szil{\'a}rd Vajda AND Thomas Pl{\"o}tz AND Gernot A. Fink},
  number = {3},
  volume = {29},
  year = {2015}
}

@inproceedings{Ahmad2015-MSH,
  publisher = {IEEE},
  doi = {10.1109/ICDAR.2015.7333862},
  isbn = {978-1-4799-1805-8},
  author = {Irfan Ahmad AND Gernot A. Fink},
  booktitle = {2015 13th International Conference on Document Analysis and Recognition (ICDAR)},
  title = {{Multi-stage HMM based Arabic text recognition with rescoring}},
  month = {aug},
  link = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=7333862},
  year = {2015},
  pages = {751--755}
}

@inproceedings{Ahmad2015-TAA,
  publisher = {IEEE},
  doi = {10.1109/ICDAR.2015.7333807},
  isbn = {978-1-4799-1805-8},
  author = {Irfan Ahmad AND Gernot A. Fink},
  booktitle = {2015 13th International Conference on Document Analysis and Recognition (ICDAR)},
  title = {{Training an Arabic handwriting recognizer without a handwritten training data set}},
  month = {aug},
  link = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=7333807},
  year = {2015},
  pages = {476--480}
}

@inproceedings{Grzeszick2015-TAW,
  author = {Rene Grzeszick AND Axel Plinge AND Gernot A. Fink},
  title = {{Temporal Acoustic Words for Online Acoustic Event Detection}},
  booktitle = {Proc. 37th German Conf. Pattern Recognition},
  address = {Aachen, Germany},
  year = {2015}
}

@inproceedings{Rothacker2015-SFQ,
  author = {Leonard Rothacker AND Gernot A. Fink},
  title = {{Segmentation-free Query-by-String Word Spotting with Bag-of-Features HMMs}},
  booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
  address = {Nancy, France},
  year = {2015}
}

@inproceedings{Rothacker2015-RCS,
  author = {Leonard Rothacker AND Denis Fisseler AND Gerfrid G.W. M{\"u}ller AND Frank Weichert AND Gernot A. Fink},
  title = {{Retrieving Cuneiform Structures in a Segmentation-free Word Spotting Framework}},
  booktitle = {Proc. of the Int. Workshop on Historical Document Imaging and Processing},
  address = {Nancy, France},
  year = {2015}
}

@inproceedings{Strassburg2015-OIS,
  title = {{On the Influence of Superpixel Methods for Image Parsing}},
  booktitle = {Proc. International Conference on Computer Vision Theory and Applications (VISAPP)},
  author = {Johann Strassburg AND Rene Grzeszick AND Leonard Rothacker AND Gernot A. Fink},
  year = {2015}
}

@inproceedings{Sudholt2015-AMI,
  author = {Sebastian Sudholt AND Gernot A. Fink},
  title = {{A Modified Isomap Approach to Manifold Learning in Word Spotting}},
  series = {Lecture Notes in Computer Science},
  booktitle = {Proc. 37th German Conference on Pattern Recognition},
  address = {Aachen, Germany},
  year = {2015}
}

@inproceedings{Sudholt2015-LLI,
  author = {Sebastian Sudholt AND Leonard Rothacker AND Gernot A. Fink},
  title = {{Learning Local Image Descriptors for Word Spotting}},
  booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
  address = {Nancy, France},
  year = {2015}
}

@misc{Fink2015-ATG,
  title = {{A Traveller's Guide to the PhD}},
  author = {Gernot A. Fink},
  year = {2015},
  howpublished = {Lecture presented at the Doctoral Consortium of the
Int. Conf. on Document Analysis and Recognition (ICDAR 2015 DC), Nancy, France}
}

@misc{Fink2015-SMF,
  title = {{Statistical Models for Wordspotting}},
  author = {Gernot A. Fink},
  year = {2015},
  howpublished = {Invited talk presented at
Machines and Manuscripts 2015, 2nd Int. Workshop on Opportunities for the Automatic Pattern
Recognition and Analysis of Historical Documents, Karlsruhe, Germany}
}

@book{Fink2014-MMF,
  publisher = {Springer},
  author = {Gernot A. Fink},
  series = {Advances in Computer Vision and Pattern Recognition},
  title = {{Markov Models for Pattern Recognition, From Theory to Applications}},
  edition = {2},
  link = {http://www.springer.com/978-1-4471-6307-7},
  year = {2014},
  address = {London}
}

@article{Mahmoud2014-KAO,
  title = {{KHATT: An Open Arabic Offline Handwritten Text Database}},
  journal = {Pattern Recognition, Special Issue on Handwriting Recognition},
  author = {Sabri A. Mahmoud AND Irfan Ahmad AND Wasfi G. Al-Khatib AND Mohammad Alshayeb AND Mohammad Tanvir Parvez AND Volker M{\"a}rgner AND Gernot A. Fink},
  number = {3},
  volume = {47},
  link = {http://dx.doi.org/10.1016/j.patcog.2013.08.009},
  year = {2014},
  pages = {1096 - 1112}
}

@article{Richarz2014-SSL,
  volume = {47},
  title = {{Semi-Supervised Learning for Character Recognition in Historical Archive Documents}},
  journal = {Pattern Recognition},
  author = {Jan Richarz AND Szilard Vajda AND Rene Grzeszick AND Gernot A. Fink},
  number = {3},
  note = {Special Issue on Handwriting Recognition},
  link = {http://dx.doi.org/10.1016/j.patcog.2013.07.013},
  year = {2014},
  pages = {1011 - 1020}
}

@article{Rothacker2014-ATS,
  title = {{A Two-Stage Approach to Segmentation-Free Query-by-Example Word Spotting}},
  journal = {manuscript cultures},
  author = {Leonard Rothacker AND Marcal Rusinol AND Josep Llados AND Gernot A. Fink},
  number = {7},
  volume = {1},
  link = {http://www.manuscript-cultures.uni-hamburg.de/mc.html},
  year = {2014},
  pages = {47--57}
}

@inproceedings{Ahmad2014-IIS,
  publisher = {IEEE},
  doi = {10.1109/ICFHR.2014.96},
  isbn = {978-1-4799-4334-0},
  author = {Irfan Ahmad AND Gernot A. Fink AND Sabri A. Mahmoud},
  booktitle = {2014 14th International Conference on Frontiers in Handwriting Recognition},
  title = {{Improvements in Sub-character HMM Model Based Arabic Text Recognition}},
  year = {2014},
  month = {sep},
  link = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=6981075},
  address = {Crete},
  pages = {537--542}
}

@inproceedings{Fink2014-GHP,
  author = {Gernot A. Fink AND Leonard Rothacker AND Rene Grzeszick},
  title = {{Grouping Historical Postcards Using Query-by-Example Word Spotting}},
  booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
  address = {Crete, Greece},
  year = {2014}
}

@inproceedings{Grzeszick2014-RSC,
  author = {Rene Grzeszick AND Gernot A. Fink},
  title = {{Recognizing Scene Categories of Historical Postcards}},
  booktitle = {Proc. 36th German Conference on Pattern Recognition},
  address = {Muenster, Germany},
  year = {2014},
  noseries = {Lecture Notes in Computer Science}
}

@inproceedings{Nasse2014-TOR,
  title = {{Toward Object Recognition with Proto-Objects and Proto-Scenes}},
  booktitle = {Proc. 9th International Conference on Computer Vision Theory and Applications (VISAPP)},
  author = {Fabian Nasse AND Rene Grzeszick AND Gernot A. Fink},
  year = {2014}
}

@inproceedings{Plinge2014-MST,
  author = {Axel Plinge AND Gernot A. Fink},
  booktitle = {Proc. Int. Conf. on Acoustics, Speech and Signal Processing},
  title = {{Multi-Speaker Tracking using Multiple Distributed  Microphone Arrays}},
  month = {May},
  year = {2014}
}

@inproceedings{Plinge2014-BOF,
  author = {Axel Plinge AND Rene Grzeszick AND Gernot A. Fink},
  booktitle = {Proc. Int. Conf. on Acoustics, Speech and Signal Processing},
  title = {{A Bag-of-Features Approach to Acoustic Event Detection}},
  month = {May},
  year = {2014}
}

@inproceedings{Plinge2014-AVC,
  author = {Axel Plinge AND Gernot A. Fink},
  booktitle = {Proc. European Signal Processing Conf.},
  address = {Lisbon, Portugal},
  month = {September},
  year = {2014},
  title = {{Geometry Calibration of Distributed Microphone Arrays Exploiting Audio-Visual Correspondences}}
}

@inproceedings{Plinge2014-GCM,
  author = {Axel Plinge AND Gernot A. Fink},
  booktitle = {International Workshop on Acoustic Signal Enhancement},
  address = {Antibes -- Juan les Pins, France},
  month = {September},
  year = {2014},
  title = {{Geometry Calibration of Multiple Microphone Arrays in Highly Reverberant Environments}}
}

@inproceedings{Sudholt2014-KDE,
  author = {Sebastian Sudholt AND Leonard Rothacker AND Gernot A. Fink},
  title = {{Kernel Density Estimation for Post Recognition Score Analysis}},
  series = {Lecture Notes in Computer Science},
  booktitle = {Proc. 36th German Conference on Pattern Recognition},
  address = {Muenster, Germany},
  year = {2014}
}

@misc{Fink2014-SMF,
  title = {{Statistical Models for Handwriting Recognition and
Retrieval}},
  author = {Gernot A. Fink AND Leonard Rothacker},
  link = {http://www.icfhr2014.org/selected-tutorials/},
  year = {2014},
  howpublished = {Tutorial (invited) presented at Int. Conf. on Frontiers in Handwriting Recognition, Crete, Greece}
}

@article{Schreier2013-RNA,
  author = {Christina Schreier AND Werner Kremer AND Fritz Huber AND Sindy Neumann AND Philipp Pagel AND Kai Lienemann AND Sabine Pestel},
  journal = {BioMed Research International},
  title = {{Reproducibility of NMR analysis of urine samples: impact of sample preparation, storage conditions and animal health status}},
  link = {http://dx.doi.org/10.1155/2013/878374},
  year = {2013}
}

@inproceedings{Ahmad2013-NSC,
  publisher = {IEEE},
  doi = {10.1109/ICDAR.2013.135},
  isbn = {978-0-7695-4999-6},
  keyword = {Character recognition,Data models,Databases,Handwr},
  author = {Irfan Ahmad AND Leonard Rothacker AND Gernot A. Fink AND Sabri A. Mahmoud},
  booktitle = {2013 12th International Conference on Document Analysis and Recognition},
  issn = {1520-5363},
  year = {2013},
  month = {aug},
  link = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=6628700},
  address = {Washington DC},
  title = {{Novel Sub-character HMM Models for Arabic Text Recognition}},
  pages = {658--662}
}

@inproceedings{Grzeszick2013-BFR,
  author = {Rene Grzeszick AND Leonard Rothacker AND Gernot A. Fink},
  title = {{Bag-of-Features Representations using Spatial Visual Vocabularies for Object Classification}},
  booktitle = {Proc. IEEE Intl. Conf. on Image Processing},
  address = {Melbourne, Australia},
  year = {2013}
}

@inproceedings{Junaidi2013-SMO,
  author = {Akmal Junaidi AND Rene Grzeszick AND Sizilard Vadja AND Gernot A. Fink},
  title = {{Statistical Modeling of the Relation between Characters and Diacritics in Lampung Script}},
  booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
  address = {Washington DC, USA},
  year = {2013}
}

@inproceedings{Plinge2013-OMT,
  author = {Axel Plinge AND Gernot A. Fink},
  booktitle = {European Signal Processing Conference (EUSIPCO)},
  address = {Marrakesh, Morocco},
  month = {September},
  year = {2013},
  title = {{Online Multi-Speaker Tracking Using Multiple Microphone Arrays Informed by Auditory Scene Analysis}}
}

@inproceedings{Rothacker2013-BHS,
  title = {{Bag-of-Features HMMs for Segmentation-Free Word Spotting in Handwritten Documents}},
  author = {Leonard Rothacker AND Marcal Rusinol AND Gernot A. Fink},
  year = {2013},
  address = {Washington DC, USA},
  booktitle = {Proc. Int. Conf. on Document Analysis and Recognition}
}

@inproceedings{Rothacker2013-BOF,
  title = {{Bag-of-Features HMMs for Segmentation-Free Bangla Word Spotting}},
  booktitle = {International Workshop on Multilingual OCR (MOCR)},
  author = {Leonard Rothacker AND Gernot A. Fink AND Purnendu Banerjee AND Ujjwal Bhattacharya AND Bidyut B. Chaudhuri},
  year = {2013},
  address = {Washington DC, USA}
}

@inproceedings{Jaspers2012-SCL,
  author = {Hanno Jaspers AND Boris Schauerte AND Gernot A. Fink},
  title = {{SIFT-based Camera Localization using Reference Objects for Application
in Multi-Camera Environments and Robotics}},
  booktitle = {Proc. Int. Conf. on Pattern Recognition Applications and Methods},
  address = {Vilamoura, Portugal},
  year = {2012}
}

@inproceedings{Mahmoud2012-KAO,
  author = {Sabri A. Mahmoud AND Irfan Ahmad AND Mohammad Alshayeb AND Wasfi G. Al-Khatib AND Mohammad Tanvir Parvez AND Gernot A. Fink AND Volker M{\"a}rgner AND Haikal El Abed},
  title = {{KHATT: Arabic Offline Handwritten Text Database}},
  booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
  address = {Bari, Italy},
  year = {2012},
  pages = {449--454}
}

@inproceedings{Nasse2012-ABU,
  publisher = {Springer},
  title = {{A Bottom-up Approach for Learning Visual Object Detection Models from Unreliable Sources}},
  booktitle = {Pattern Recognition: 34th DAGM-Symposium Graz},
  author = {Fabian Nasse AND Gernot A. Fink},
  pages = {488--497},
  year = {2012},
  address = {Berlin},
  noseries = {Lecture Notes in Computer Science},
  noeditor = {Axel Pinz and Thomas Pock and Horst Bischof and F. Leberl}
}

@inproceedings{Plinge2012-ROM,
  author = {Axel Plinge AND Marius H. Hennecke AND Gernot A. Fink},
  title = {{Reverberation-Robust Online Multi-Speaker Tracking by using a Microphone Array and CASA Processing}},
  booktitle = {Proc. 13th International Workshop on Acoustic Signal Enhancement
(IWAENC)},
  address = {Aachen, Germany},
  year = {2012}
}

@inproceedings{Richarz2012-AHC,
  author = {Jan Richarz AND Szilard Vajda AND Gernot A. Fink},
  title = {{Annotating handwritten characters with minimal human involvement
in a semi-supervised learning strategy}},
  booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
  address = {Bari, Italy},
  year = {2012}
}

@inproceedings{Richarz2012-TST,
  author = {Jan Richarz AND Szilard Vajda AND Gernot A. Fink},
  title = {{Towards semi-supervised transcription of handwritten historical weather
reports}},
  booktitle = {Proc. IAPR Int. Workshop on Document Analysis Systems},
  address = {Gold Coast, Queensland, Australia},
  year = {2012}
}

@inproceedings{Rothacker2012-BOF,
  author = {Leonard Rothacker AND Szilard Vajda AND Gernot A. Fink},
  title = {{Bag-of-Features Representations for Offline Handwriting Recognition
Applied to Arabic Script}},
  booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
  address = {Bari, Italy},
  year = {2012}
}

@inproceedings{Schumacher2012-ALO,
  nopages = {428--435},
  nopublisher = {Springer},
  noaddress = {Berlin},
  title = {{Active Learning of Ensemble Classifiers for Gesture Recognition}},
  booktitle = {Pattern Recognition: 34th DAGM-Symposium Graz},
  author = {J. Schumacher AND D. Sakic AND G. A. A. and
Fink Grumpe AND C. W{\"o}hler},
  year = {2012},
  noseries = {Lecture Notes in Computer Science},
  noeditor = {Axel Pinz and Thomas Pock and Horst Bischof and F. Leberl}
}

@inproceedings{Vajda2012-MCB,
  publisher = {Springer},
  keyword = {whiteboard reading, unconstrained document layout analysis, handwriting
recognition},
  title = {{A Method for Camera-Based Interactive Whiteboard Reading}},
  series = {Lecture Notes in Computer Science},
  booktitle = {Camera-Based Document Analysis and Recognition - 4th International Workshop, CBDAR 2011, Beijing, China, September 22, 2011, Revised Selected Papers},
  author = {Szilard Vajda AND Leonard Rothacker AND Gernot A. Fink},
  volume = {7139},
  timestamp = {2012.06.04},
  year = {2012}
}

@misc{Fink2012-MMF,
  title = {{Markov Models for Handwriting Recognition}},
  author = {Gernot A. Fink},
  link = {http://www.ict.griffith.edu.au/das2012/tutorial.html},
  year = {2012},
  howpublished = {Tutorial (invited) presented at Int. Workshop on Document Analysis Systems, Gold Coast, Australia}
}

@book{Ploetz2011-MMF,
  publisher = {Springer},
  title = {{Markov Models for Handwriting Recognition}},
  series = {SpringerBriefs in Computer Science},
  author = {Thomas Pl{\"o}tz AND Gernot A. Fink},
  link = {http://www.springerlink.com/content/978-1-4471-2187-9/},
  year = {2011}
}

@article{Richarz2011-VRO,
  title = {{Visual recognition of 3D emblematic gestures in an HMM framework}},
  journal = {Journal of Ambient Intelligence and Smart Environments, Thematic
Issue on Computer Vision for Ambient

Intelligence},
  author = {J. Richarz AND G. A. Fink},
  number = {3},
  volume = {3},
  link = {http://patrec.cs.tu-dortmund.de/cms/en/home/Resources/},
  year = {2011},
  pages = {193--211}
}

@inproceedings{Hennecke2011-TAS,
  author = {Marius H. Hennecke AND Gernot A. Fink},
  keyword = {likelihood estimation,maximum,self-localization,smartphone array},
  title = {{Towards Acoustic Self-Localization of Ad Hoc Smartphone Arrays}},
  booktitle = {Hands-Free Speech Communication and Microphone Arrays},
  address = {Edinburgh, UK},
  year = {2011},
  pages = {127--132}
}

@inproceedings{Hennecke2011-ISC,
  author = {Marius H. Hennecke AND Christian Kleine-Cosack AND Gernot
A. Fink},
  keyword = {acoustic source localization,ambient interaction,illumination control,smart
environment},
  title = {{IllumiSense: Context Sensitive Illumination}},
  booktitle = {Hands-Free Speech Communication and Microphone Arrays},
  address = {Edinburgh, UK},
  year = {2011},
  pages = {156--157}
}

@inproceedings{Junaidi2011-LNH,
  publisher = {ACM},
  author = {A. Junaidi AND S. Vajda AND G. A. Fink},
  keyword = {Lampung script, handwritten character recognition, semi-automatic
labeling, handwritten character database, water reservoir features},
  title = {{Lampung - A New Handwritten Character Benchmark: Database, Labeling
and Recognition}},
  timestamp = {2011.07.29},
  booktitle = {International Workshop on Multilingual OCR (MOCR)},
  address = {Beijing, China},
  link = {http://dl.acm.org/citation.cfm?id=2034632},
  year = {2011},
  owner = {szilard},
  pages = {105--112}
}

@inproceedings{Plinge2011-MST,
  author = {Axel Plinge AND Daniel Hauschildt AND Marius H. Hennecke AND Gernot A. Fink},
  title = {{Multiple Speaker Tracking using a Microphone Array by Combining Auditory
Processing and a Gaussian Mixture Cardinalized Probability Hypothesis
Density Filter}},
  booktitle = {Proc. Int. Conf. on Acoustics, Speech and Signal Processing},
  address = {Prague, Czech Republic},
  year = {2011}
}

@inproceedings{Schmalenstroer2011-UGC,
  author = {J. Schmalenstroer AND F. Jacob AND R. Haeb-Umbach AND M. H. Hennecke AND G. A. Fink},
  title = {{Unsupervised Geometry Calibration of Acoustic Sensor Networks using
Source Correspondences}},
  booktitle = {Interspeech},
  address = {Florence, Italy},
  year = {2011}
}

@inproceedings{Stein2011-ANM,
  author = {S. Stein AND G. A. Fink},
  title = {{A New Method for Combined Face Detection And Identification Using
Interest Point Descriptors}},
  booktitle = {Proc. Int. Conf. Automatic Face and Gesture Recognition},
  address = {Santa Barbara, California},
  year = {2011},
  pages = {519--524}
}

@inproceedings{Vajda2011-SSE,
  publisher = {IEEE Computer Society},
  author = {S. Vajda AND A. Junaidi AND G. A. Fink},
  title = {{A Semi-Supervised Ensemble Learning Approach for Character Labeling
with Minimal Human Effort}},
  timestamp = {2011.06.09},
  booktitle = {International Conference on Document Analysis and Recognition},
  address = {Beijing, China},
  month = {September},
  year = {2011},
  owner = {szilard},
  pages = {259--263}
}

@inproceedings{Vajda2011-CBI,
  author = {S. Vajda AND L. Rothacker AND G. A. Fink},
  keyword = {whiteboard reading, unconstrained document layout analysis, handwriting
recognition, human-computer interaction},
  title = {{A Camera-Based Interactive Whiteboard Reading System}},
  timestamp = {2011.07.29},
  booktitle = {International Workshop on Camera-Based Document Analysis and Recognition},
  address = {Beijing, China},
  month = {September},
  year = {2011},
  owner = {szilard},
  pages = {91--96}
}

@misc{Fink2011-BYO,
  title = {{Build Your Own Handwriting Recognizer}},
  author = {Gernot A. Fink AND Szil{\'a}rd Vajda},
  year = {2011},
  howpublished = {Tutorial presented at Int. Conf. on Document Analysis and Recognition, Bejing, China}
}

@inproceedings{Fink2010-OBW,
  author = {G. A. Fink AND S. Vajda AND U. Bhattacharya AND Parui S. AND B. B. Chaudhuri},
  title = {{Online Bangla Word Recognition Using Sub-Stroke Level Features and Hidden Markov Models}},
  timestamp = {2010.06.01},
  booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
  address = {Kolkata, India},
  year = {2010},
  owner = {szilard},
  pages = {393--398}
}

@inproceedings{Hammerla2010-TFL,
  author = {N. Y. Hammerla AND T. Pl{\"o}tz AND S. Vajda AND G. A. Fink},
  title = {{Towards Feature Learning for HMM-based Offline Handwriting Recognition}},
  booktitle = {Int. Workshop on Frontiers of Arabic Handwriting Recognition},
  address = {Istanbul, Turkey},
  year = {2010}
}

@inproceedings{Hennecke2010-RMA,
  author = {M. H. Hennecke AND G. A. Fink},
  title = {{Robust Multichannel Acoustic Time Delay Estimation in Reverberant
Environments}},
  booktitle = {9. ITG Fachtagung Sprachkommunikation},
  address = {Bochum, Germany},
  year = {2010}
}

@incollection{KC2010-EAS,
  publisher = {Springer Berlin / Heidelberg},
  doi = {10.1007/978-3-642-16917-5\_16},
  keyword = {Context classification,audio localization,smart rooms},
  title = {{Exploiting Acoustic Source Localization for Context Classification
in Smart Environments}},
  series = {Lecture Notes in Computer Science},
  booktitle = {Ambient Intelligence},
  author = {C. Kleine-Cosack AND M. H. Hennecke AND S. Vajda AND G.
A. Fink},
  month = {nov},
  volume = {6439},
  editor = {de Ruyter, Boris and Wichert, Reiner and Keyson, David and Markopoulos, Panos and Streitz, Norbert and Divitini, Monica and Georgantas, Nikolaos
and {Mana Gomez}, Antonio},
  year = {2010},
  pages = {157--166}
}

@inproceedings{Plinge2010-RNF,
  author = {Axel Plinge AND Marius H. Hennecke AND Gernot A. Fink},
  title = {{Robust Neuro-Fuzzy Speaker Localization Using a Circular Microphone
Array}},
  booktitle = {Proc. 12th International Workshop on Acoustic Echo and Noise Control
(IWAENC)},
  address = {Tel Aviv, Israel},
  year = {2010}
}

@incollection{Richarz2010-FRF,
  publisher = {Springer},
  title = {{Feature Representations for the Recognition of 3D Emblematic Gestures}},
  series = {Lecture Notes in Computer Science},
  booktitle = {Proc. Int. Workshop on Human Behavior Understanding, in conjunction
with 20th Int. Conf. on Pattern Recognition},
  author = {J. Richarz AND G. A. Fink},
  volume = {6219},
  editor = {Salah, A. A. and Gevers, T. and Sebe, N. and Vinciarelli, A.},
  year = {2010}
}

@inproceedings{Schauerte2010-FCV,
  publisher = {ACM},
  author = {B. Schauerte AND G. A. Fink},
  title = {{Focusing Computational Visual Attention in Multi-Modal Human-Robot
Interaction}},
  booktitle = {Proceedings of the 12th International Conference on Multimodal Interfaces
and 7th Workshop on Machine Learning for Multimodal Interaction (ICMI-MLMI)},
  address = {Beijing, China},
  month = {November 8-12},
  year = {2010}
}

@inproceedings{Schauerte2010-WBL,
  author = {B. Schauerte AND G. A. Fink},
  title = {{Web-based Learning of Naturalized Color Models for Human-Machine
Interaction}},
  booktitle = {Proc. Int. Conf. on Digital Image Computing: Techniques and Applications
(DICTA)},
  address = {Sydney, Australia},
  year = {2010}
}

@inproceedings{Schauerte2010-SBI,
  author = {B. Schauerte AND J. Richarz AND G. A. Fink},
  title = {{Saliency-based Identification and Recognition of Pointed-at Objects}},
  booktitle = {IEEE/RSJ Int. Conf. on Intelligent Robots and Systems},
  address = {Taipei, Taiwan},
  year = {2010}
}

@inproceedings{Vajda2010-EPS,
  author = {S. Vajda AND G. A. Fink},
  title = {{Exploring Pattern Selection Strategies for Fast Neural Network Training}},
  timestamp = {2010.04.13},
  booktitle = {Proc. Int. Conf. on Pattern Recognition},
  address = {Istanbul, Turkey},
  year = {2010},
  owner = {szilard},
  pages = {2913--2916}
}

@inproceedings{Vajda2010-STR,
  publisher = {IEEE Computer Society},
  author = {S. Vajda AND G. A. Fink},
  title = {{Strategies for Training Robust Neural Network Based Digit Recognizers
on Unbalanced Data Sets}},
  timestamp = {2010.06.01},
  booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
  address = {Kolkata, India},
  month = {November},
  year = {2010},
  owner = {szilard},
  pages = {148-153}
}

@misc{Fink2010-MMF,
  title = {{Markov Models for Handwriting Recognition}},
  author = {Gernot A. Fink},
  year = {2010},
  howpublished = {Tutorial (invited) presented at Int. Conf. on Frontiers in Handwriting Recognition, Kolkata, India}
}

@article{Ploetz2009-MMF,
  title = {{Markov Models for Offline Handwriting Recognition: A Survey}},
  journal = {Int. Journal on Document Analysis and Recognition},
  author = {Thomas Pl{\"o}tz AND Gernot A. Fink},
  number = {4},
  volume = {12},
  link = {http://www.springerlink.com/content/l6056u2x0686n0l8/},
  year = {2009},
  pages = {269--298}
}

@article{Vajda2009-LAC,
  title = {{Layout Analysis for Camera-Based Whiteboard Notes}},
  timestamp = {2010.04.13},
  journal = {Journal of Universal Computer Science},
  author = {S. Vajda AND T Pl{\"o}tz AND G. A. Fink},
  number = {18},
  volume = {15},
  link = {http://www.jucs.org/jucs_15_18/layout_analysis_for_camera},
  year = {2009},
  owner = {szilard},
  pages = {3307-3324}
}

@inproceedings{Hennecke2009-EAD,
  author = {M. Hennecke AND T Pl{\"o}tz AND G. A. Fink AND J. Schmalenstr{\"o}er AND R. H{\"a}b-Umbach},
  title = {{A Hierarchical Approach to Unsupervised Shape Calibration of Microphone
Array Networks}},
  booktitle = {Proc. 2009 IEEE Workshop on Stat. Signal Proc.},
  address = {Cardiff, Wales, UK},
  year = {2009},
  pages = {257--260}
}

@incollection{Lienemann2009-SEL,
  publisher = {Springer},
  title = {{Stacking for Ensembles of Local Experts in Metabonomic Applications}},
  series = {Lecture Notes in Computer Science},
  booktitle = {Multiple Classifier Systems},
  author = {Kai Lienemann AND Thomas Pl{\"o}tz AND Gernot A. Fink},
  optpublisher = {Springer-Verlag Berlin Heidelberg},
  volume = {5519},
  editor = {Jon Atli Benediktsson and Josef Kittler and Fabio Roli},
  year = {2009},
  pages = {498--508}
}

@inproceedings{Nasse09:FDU,
  nopages = {0--1},
  author = {Fabian Nasse AND Christian Thurau AND Gernot A. Fink},
  keyword = {convolutional networks, LeCun, GPU},
  title = {{Face Detection Using GPU-based Convolutional Neural Networks}},
  booktitle = {Proc. Int. Conf. on Computer Analysis of Images and Patterns},
  address = {M{\"u}nster},
  year = {2009}
}

@inproceedings{Schauerte2009-AMM,
  author = {Boris Schauerte AND Thomas Pl{\"o}tz AND Gernot A. Fink},
  title = {{A Multi-Modal Attention System for Smart Environments}},
  booktitle = {Proc. Int. Conf. on Computer Vision Systems},
  address = {Liege, Belgium},
  year = {2009}
}

@inproceedings{Schauerte2009-MMA,
  author = {B. Schauerte AND J. Richarz AND T. Pl{\"o}tz AND C. Thurau AND G.
A. Fink},
  title = {{Multi-Modal and Multi-Camera Attention in Smart Environments}},
  timestamp = {2009.07.23},
  booktitle = {Proc. Int. Conf. Multimodal Interfaces and Workshop on Machine Learning
for Multi-modal Interaction (ICMI-MLMI)},
  address = {Cambridge, MA, USA},
  year = {2009},
  pages = {261--268}
}

@inproceedings{Vajda2009-CBA,
  author = {S. Vajda AND T. Ramforth AND T Pl{\"o}tz AND G. A. Fink},
  title = {{Camera-Based Analysis of Whiteboard Notes}},
  booktitle = {3rd Int. Workshop on Camera-Based Document Analysis and Recognition},
  address = {Barcelona, Spain},
  link = {https://sites.google.com/a/iupr.com/cbdar-2009/online-proceedings},
  year = {2009},
  pages = {42-49}
}

@book{Fink2008-MMF,
  publisher = {Springer},
  author = {Gernot A. Fink},
  address = {Heidelberg},
  link = {http://www.springer.com/978-1-4471-6307-7},
  year = {2008},
  title = {{Markov Models for Pattern Recognition, From Theory to Applications}}
}

@article{Fink2008-DPR,
  title = {{Developing Pattern Recognition Systems Based on Markov Models:
The ESMERALDA Framework}},
  journal = {Pattern Recognition and Image Analysis},
  author = {G. A. Fink AND T. Pl{\"o}tz},
  number = {2},
  month = {June},
  volume = {18},
  link = {http://www.springerlink.com/content/h30057m141n41453/},
  year = {2008},
  pages = {207--215}
}

@article{Lienemann2008-NBU,
  title = {{NMR-based urine analysis in rats: Prediction of proximal tubule kidney
toxicity and phospholipidosis}},
  journal = {Journal of Pharmacologial and Toxicological Methods},
  author = {K. Lienemann AND T. Pl{\"o}tz AND S. Pestel},
  number = {1},
  volume = {58},
  year = {2008},
  pages = {41-49}
}

@article{Ploetz2008-RHD,
  title = {{Robust Hand Detection in Still Video Images Using a Combination of
Salient Regions and Color Cues for Interaction With an Intelligent
Environment}},
  journal = {Pattern Recognition and Image Analysis},
  author = {T. Pl{\"o}tz AND J. Richarz AND G. A. Fink},
  number = {3},
  volume = {18},
  link = {http://www.springerlink.com/content/p140173401420552/},
  year = {2008},
  pages = {417--430}
}

@inproceedings{KC2008-KNX,
  title = {{Towards a Human Centered Infrastructure for KNX enabled Intelligent
Environments}},
  timestamp = {2008.11.25},
  booktitle = {Proc. KNX Scientific Conference},
  author = {C. Kleine-Cosack AND T. Pl{\"o}tz AND G. A. Fink},
  year = {2008},
  owner = {ckleinec},
  organization = {KNX Association}
}

@inproceedings{Lienemann2008-ACN,
  title = {{Automatic Classification of NMR Spectra by Ensembles of Local Experts}},
  series = {Lecture Notes in Computer Science},
  booktitle = {Structural, Syntactic, and Statistical Pattern Recognition},
  author = {Kai Lienemann AND Thomas Pl{\"o}tz AND Gernot A. Fink},
  number = {5342},
  year = {2008},
  pages = {790-800}
}

@inproceedings{Lienemann2008-SEC,
  author = {K. Lienemann AND T. Pl{\"o}tz AND G. A. Fink},
  title = {{SVM Ensemble Classification of NMR Spectra Based on Different Configurations
of Data Processing Techniques}},
  booktitle = {Proc. Int. Conf. on Pattern Recognition},
  address = {Tampa, Florida},
  note = {WeAT8.4},
  year = {2008}
}

@inproceedings{Moeller2008-CFC,
  author = {B. M{\"o}ller AND T. Pl{\"o}tz AND G. A. Fink},
  title = {{Calibration-free Camera Hand-Over for Fast and Reliable Person Tracking
in Multi-Camera Setups}},
  booktitle = {Proc. Int. Conf. on Pattern Recognition},
  address = {Tampa, Florida},
  note = {TuAT9.19},
  year = {2008}
}

@inproceedings{Ploetz2008-OTU,
  author = {T. Pl{\"o}tz AND G. A. Fink},
  title = {{On the use of Empirically Determined Impulse Responses for Improving
Distant Talking Speech Recognition}},
  booktitle = {Proc. Joint Workshop on Hands-free Speech Communication and Microphone
Arrays},
  address = {Trento, Italy},
  year = {2008},
  pages = {156--159}
}

@inproceedings{Ploetz2008-THC,
  publisher = {Springer},
  title = {{Towards Human Centered Ambient Intelligence}},
  series = {Lecture Notes in Computer Science},
  booktitle = {Proc. European Conference on Ambient Intelligence},
  author = {T. Pl{\"o}tz AND C. Kleine-Cosack AND G. A. Fink},
  link = {http://dx.doi.org/10.1007/978-3-540-89617-3_3},
  editor = {Emile Aarts and James L. Crowley and Boris de Ruyter and Heinz Gerh{\"a}user
and Alexander Pflaum and Janina Schmidt and Reiner Wichert},
  year = {2008},
  pages = {26--43}
}

@inproceedings{Ploetz2008-CBW,
  author = {T. Pl{\"o}tz AND C. Thurau AND G. A. Fink},
  title = {{Camera-based Whiteboard Reading: New Approaches to a Challenging
Task}},
  booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
  address = {Montreal, Canada},
  year = {2008},
  pages = {385--390}
}

@inproceedings{Richarz2008-RTD,
  author = {J. Richarz AND T. Pl{\"o}tz AND G. A. Fink},
  title = {{Real-time Detection and Interpretation of 3D Deictic Gestures for
Interaction With an Intelligent Environment}},
  booktitle = {Proc. Int. Conf. on Pattern Recognition},
  address = {Tampa, Florida},
  note = {TuBCT8.7},
  year = {2008}
}

@inproceedings{Fink2007-EAD,
  author = {G. A. Fink AND T. Pl{\"o}tz},
  title = {{ESMERALDA: A Development Environment for HMM-Based Pattern Recognition
Systems}},
  booktitle = {Proc. 7th Open German/Russian Workshop on Pattern Recognition and
Image Understanding (OGRW 2007)},
  address = {Ettlingen, Germany},
  year = {2007}
}

@inproceedings{Fink2007-OTU,
  title = {{On the Use of Context-Dependent Modelling Units for HMM-Based Offline Handwriting Recognition}},
  booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
  author = {G. A. Fink AND T. Pl{\"o}tz},
  volume = {2},
  year = {2007},
  pages = {729--733},
  address = {Curitiba, Brazil}
}

@inproceedings{Kray2007-EUS,
  title = {{Evaluating Ubiquitous Systems with Users}},
  booktitle = {Constructing Ambient Intelligence AmI 2007 Workshop Proceedings},
  author = {C. Kray AND L. B. Larsen AND P. Olivier AND M. Biemans AND A. van
Bunningen AND M. Fetter AND T. Jay AND V.-J. Khan AND G. Leitner AND I. Mulder AND J. M{\"u}ller AND T. Pl{\"o}tz AND I. Lopez
de Vallejo},
  year = {2007},
  pages = {63--74}
}

@incollection{Lienemann2007-OTA,
  publisher = {Springer},
  title = {{On the Application of SVM-Ensembles based on Adapted Random Subspace
Sampling for Automatic Classification of NMR Data}},
  series = {Lecture Notes in Computer Science},
  booktitle = {MCS 2007},
  author = {K. Lienemann AND T. Pl{\"o}tz AND G. A. Fink},
  volume = {4472},
  editor = {Haindl, M. and Kittler, J. and Roli, F.},
  year = {2007},
  pages = {42--51},
  address = {Heidelberg, Germany}
}

@inproceedings{Ploetz2007-AEM,
  author = {T. Pl{\"o}tz AND G. A. Fink},
  title = {{An Efficient Method for Making Un-Supervised Adaptation of HMM-based
Speech Recognition Systems Robust Against Out-Of-Domain Data}},
  booktitle = {Proc. 4th Int. Workshop on Natural Language Processing and Cognitive
Science},
  address = {Funchal, Portugal},
  month = {June},
  year = {2007}
}

@inproceedings{Richarz2007-DHI,
  author = {J. Richarz AND T. Pl{\"o}tz AND G. A. Fink},
  title = {{Detecting Hands in Video Images Using Scale Invariant Local Descriptors.}},
  booktitle = {Proc. IASTED Int. Conf. on Visualization, Imaging and Image Processing
(VIIP 2007)},
  address = {Palma de Mallorca, Spain},
  year = {2007},
  pages = {259-264}
}

@inproceedings{Richarz2007-IOS,
  author = {J. Richarz AND T. Pl{\"o}tz AND G. A. Fink},
  title = {{Integration of Structural and Color Cues for Robust Hand Detection
in Video Images.}},
  booktitle = {Proc. 7th Open German/Russian Workshop on Pattern Recognition and
Image Understanding (OGRW 2007)},
  address = {Ettlingen, Germany},
  year = {2007}
}

@misc{Fink2007-MMF,
  title = {{Markov Models for Handwriting Recognition}},
  author = {Gernot A. Fink AND Thomas Pl{\"o}tz},
  year = {2007},
  howpublished = {Tutorial presented at Int. Conf. on Document Analysis and Recognition, Curitiba, Brazil}
}

@inproceedings{Fink06:UEO,
  author = {Gernot A. Fink AND Thomas Pl{\"o}tz},
  keyword = {GMM, clustering, adaptation},
  title = {{Unsupervised Estimation of Writing Style Models for Improved Unconstrained
Off-line Handwriting Recognition}},
  booktitle = {Proc. Int. Workshop on Frontiers in Handwriting Recognition},
  address = {La Baule, France},
  link = {http://hal.inria.fr/view_by_stamp.php?label=IWFHR10&langue=en&action_todo=view&id=inria-00103797&version=2},
  year = {2006},
  pages = {429--434}
}

@inproceedings{Ploetz2006-ADO,
  title = {{Automatic Detection of Song Changes in Music Mixes Using Stochastic
Models}},
  booktitle = {Proc. Int. Conf. on Pattern Recognition},
  author = {Thomas Pl{\"o}tz AND Gernot A.\ Fink AND Peter Husemann AND Sven
Kanies AND Kai Lienemann AND Tobias Marschall AND Marcel Martin and
Lars Schillingmann AND Matthias Steinr{\"u}cken AND Henner Sudek},
  year = {2006},
  pages = {665--668}
}