patrec.bib

@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},
  month = {February},
  note = {Special Issue on Sound Scene and Event Analysis, to appear},
  year = {2017}
}
@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{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}
}
@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-WSF,
  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/xpl/articleDetails.jsp?arnumber=7503169},
  year = {2016},
  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},
  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}
}
@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}
}