@inproceedings{Nair2023-ATDCSHAR,
address = {Atlanta},
month = {March},
year = {2023},
title = {{A Tutorial on Dataset Creation for Sensor-based Human Activity Recognition}},
booktitle = {to appear},
author = {Nilah Ravi Nair AND Fernando Moya Rueda AND Christopher Reining AND Friedrich Niemann AND Gernot A. Fink}
}
@misc{Fink2023-DLF,
year = {2023},
nodate = {July 3-7 2023},
howpublished = {Tutorial (invited) presented at
the 5th TC10/TC11 Summer School on Document Analysis, Fribourg, Switzerland},
title = {{Deep Learning for Word Spotting: Foundations and Current Developments}},
author = {Gernot A. Fink}
}
@inproceedings{Altermann2022-RAMTDHAR,
link = {https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9767355},
address = {Pisa, Italy},
month = {March},
year = {2022},
title = {{Retrieval-based Annotation of Multi-channel Time-Series Data for HAR}},
booktitle = {2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), to appear},
author = {Erik Altermann AND Fernando Moya Rueda AND Eugen Rusakov AND Gernot A. Fink}
}
@inproceedings{Awasthi2022-VbPEDSTLHAR,
link = {https://ieeexplore.ieee.org/document/9956405},
doi = {10.1109/ICPR56361.2022.9956405},
pages = {4514-4521},
address = {Montreal},
month = {August},
year = {2022},
title = {{Video-based Pose-Estimation Data as Source for Transfer Learning in Human Activity Recognition}},
booktitle = {2022 26th International Conference on Pattern Recognition (ICPR)},
author = {Shrutarv Awasthi AND Fernando Moya Rueda AND Gernot A. Fink}
}
@inproceedings{Nair2022-MCTSPSBI,
address = {Montreal},
month = {August},
year = {2022},
title = {{Multi-Channel Time-Series Person and Soft-Biometric Identification}},
booktitle = {HBU - 12th Int. Workshop on Human Behavior Understanding},
author = {Nilah Ravi Nair AND Fernando Moya Rueda AND Christopher Reining AND Gernot A. Fink}
}
@inproceedings{Oberdiek2022-UQGAN,
address = {New Orleans, USA},
volume = {35},
publisher = {Curran Associates, Inc.},
pages = {21371--21385},
editor = {S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh},
year = {2022},
title = {{UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs}},
booktitle = {Advances in Neural Information Processing Systems},
author = {Philipp Oberdiek AND Gernot A. Fink AND Matthias Rottmann}
}
@inproceedings{Tueselmann2022-NEL,
year = {2022},
pages = {199--213},
volume = {13237},
series = {Lecture Notes in Computer Science},
address = {La Rochelle, France},
booktitle = {Proc. Int. Workshop on Document Analysis Systems},
title = {{Named Entity Linking on Handwritten Document Images}},
author = {Oliver Tueselmann AND Gernot A. Fink}
}
@inproceedings{Tueselmann-RQA,
pages = {259--273},
address = {Hyderabad, India},
year = {2022},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
title = {{Recognition-free Question Answering on Handwritten Document Collections}},
author = {Oliver Tueselmann AND Friedrich Mueller AND Fabian Wolf AND Gernot A. Fink}
}
@inproceedings{Tueselmann-WCR,
pages = {285--299},
address = {Hyderabad, India},
year = {2022},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
title = {{A Weighted Combination of Semantic and Syntactic Word Image Representations}},
author = {Oliver Tueselmann AND Kai Brandenbusch AND Miao Chen AND Gernot A. Fink}
}
@inproceedings{Wolf2022-STH,
address = {Montreal, Canada},
pages = {3885--3892},
year = {2022},
booktitle = {Proc. Int. Conf. on Pattern Recognition},
title = {{Self-Training of Handwritten Word Recognition for Synthetic-to-Real Adaptation}},
author = {Fabian Wolf AND Gernot A. Fink}
}
@inproceedings{Wolf2022-CSM,
address = {Hyderabad, India},
year = {2022},
pages = {300--315},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
title = {{Combining Self-Training and Minimal Annotations for Handwritten Word Recognition}},
author = {Fabian Wolf AND Gernot A. Fink}
}
@inproceedings{Moya2020-FHPPDHAR,
link = {https://ieeexplore.ieee.org/abstract/document/9431062},
doi = {10.1109/PerComWorkshops51409.2021.9431062},
address = {Kassel, Germany},
month = {March},
year = {2021},
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)},
author = {Huelya Avsar AND Erik Altermann AND Christopher Reining AND Fernando Moya Rueda AND Gernot A. Fink AND Michael ten Hompel}
}
@inproceedings{Brandenbusch2021-CAG,
link = {https://link.springer.com/chapter/10.1007/978-3-030-86549-8_5},
doi = {10.1007/978-3-030-86549-8_5},
year = {2021},
address = {Lausanne, Switzerland},
booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
title = {{Context Aware Generation of Cuneiform Signs}},
author = {Kai Brandenbusch AND Eugen Rusakov AND Gernot A. Fink}
}
@inproceedings{Luedtke2021-HARABNNCI,
link = {https://arxiv.org/abs/2111.04564},
address = {Montreal, Canada},
month = {August},
year = {2021},
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)},
author = {Stefan Luedtke AND Fernando Moya Rueda AND Gernot A. Fink AND Thomas Kirste}
}
@inproceedings{Rusakov2021-EAC,
year = {2021},
address = {Lausanne, Switzerland},
booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
title = {{Embedded Attributes for Cuneiform Sign Spotting}},
author = {Eugen Rusakov AND Turna Somel AND Gerfrid G. W. Mueller AND Gernot A. Fink}
}
@inproceedings{Tueselmann2021-AEE,
year = {2021},
pages = {808--822},
volume = {12822},
series = {Lecture Notes in Computer Science},
address = {Lausanne, Switzerland},
booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
title = {{Are End-to-End Systems Really Necessary for NER on Handwritten Document Images?}},
author = {Oliver Tueselmann AND Fabian Wolf AND Gernot A. Fink}
}
@inproceedings{Wolf2021-GCN,
year = {2021},
pages = {50--64},
volume = {12821},
series = {Lecture Notes in Computer Science},
address = {Lausanne, Switzerland},
booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
title = {{Graph Convolutional Neural Networks for Learning Attribute Representations for Word Spotting}},
author = {Fabian Wolf AND Andreas Fischer AND Gernot A. Fink}
}
@article{Niemann2020-LAR,
link = {https://www.mdpi.com/1424-8220/20/15/4083#},
year = {2020},
volume = {20},
number = {15},
journal = {Sensors},
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}
}
@article{Rothacker2020-AWS,
publisher = {World Scientific},
number = {4},
volume = {35},
pages = {2153001},
year = {2020},
journal = {Int. Journal of Pattern Recognition and Artificial Intelligence},
title = {{Annotation-free Word Spotting with Bag-of-Features HMMs}},
author = {Leonard Rothacker AND Fabian Wolf AND Gernot A. Fink}
}
@inproceedings{Kossmann2020-TTM,
address = {Milan, Italy},
month = {January},
year = {2020},
title = {{Towards Tackling Multi-Label Imbalances in Remote Sensing Imagery}},
booktitle = {2020 25th International Conference on Pattern Recognition (ICPR)},
author = {Dominik Kossmann AND Thorsten Wilhelm AND Gernot A. Fink}
}
@inproceedings{Oberdiek2020-OODR,
publisher = {IEEE},
address = {Seattle, USA},
year = {2020},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
title = {{Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation}},
author = {Philipp Oberdiek AND Matthias Rottmann AND Gernot A. Fink}
}
@inproceedings{Reining2020-APF,
link = {https://ieeexplore.ieee.org/document/9156170},
month = {March},
doi = {10.1109/PerComWorkshops48775.2020.9156170},
pages = {1-6},
year = {2020},
series = {PERCOM Workshops},
title = {{Annotation Performance for multi-channel time series HAR Dataset in Logistics}},
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}
}
@inproceedings{Moya2020-FHP,
link = {https://ieeexplore.ieee.org/document/9412283},
doi = {10.1109/ICPR48806.2021.9412283},
address = {Milan, Italy},
month = {January},
year = {2020},
title = {{From Human Pose to On-body Devices for Human Activity Recognition}},
booktitle = {2020 25th International Conference on Pattern Recognition (ICPR)},
author = {Fernando Moya Rueda AND Gernot A. Fink}
}
@inproceedings{Rusakov2020-TQX,
year = {2020},
address = {Dortmund, NRW, Germany},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
title = {{Towards Query-by-eXpression Retrieval of Cuneiform Signs}},
author = {Eugen Rusakov AND Turna Somel AND Gernot A. Fink AND Gerfrid G. W. Mueller}
}
@inproceedings{Tueselmann2020-IHW,
publisher = {{IEEE}},
pages = {55--60},
address = {Dortmund, Germany (virtual)},
year = {2020},
title = {{Identifying and Tackling Key Challenges in Semantic Word Spotting}},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
author = {Oliver Tueselmann AND Fabian Wolf AND Gernot A. Fink}
}
@inproceedings{Wolf2020-AFL,
note = {Winner of the Nakano Best Paper Award},
pages = {293--308},
volume = {12116},
series = {Lecture Notes in Computer Science},
month = {July},
address = {Wuhan, China (virtual)},
year = {2020},
title = {{Annotation-free Learning of Deep Representations for Word Spotting using Synthetic Data and Self Labeling}},
booktitle = {Proc. Int. Workshop on Document Analysis Systems},
author = {Fabian Wolf AND Gernot A. Fink}
}
@inproceedings{Wolf2020-IHW,
publisher = {{IEEE}},
pages = {61--66},
address = {Dortmund, Germany (virtual)},
year = {2020},
title = {{Improving Handwritten Word Synthesis for Annotation-free Word Spotting}},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
author = {Fabian Wolf AND Kai Brandenbusch AND Gernot A. Fink}
}
@article{Ahmad2019-HAT,
year = {2019},
number = {3},
volume = {22},
journal = {Int. Journal on Document Analysis and Recognition},
title = {{Handwritten Arabic text recognition using multi-stage sub-core-shape HMMs}},
author = {Irfan Ahmad AND Gernot A. Fink}
}
@article{Reining2019-HAR,
link = {https://www.mdpi.com/2078-2489/10/8/245},
doi = {10.3390/info10080245},
issn = {2078-2489},
number = {8},
year = {2019},
volume = {10},
journal = {Information},
title = {{Human Activity Recognition for Production and Logistics - A Systematic Literature Review}},
author = {Christopher Reining AND Friedrich Niemann AND Fernando Moya Rueda AND Gernot A. Fink AND Michael ten Hompel}
}
@inproceedings{Rusakov2019-GCS,
year = {2019},
address = {Sydney, NSW, Australia},
booktitle = {Proc. of the Int. Workshop on Historical Document Imaging and Processing},
title = {{Generating Cuneiform Signs with Cycle-Consistent Adversarial Networks}},
author = {Eugen Rusakov AND Kai Brandenbusch AND Denis Fisseler AND Turna Somel AND Gernot A. Fink AND Frank Weichert AND Gerfrid G. W. Mueller}
}
@inproceedings{Wilhelm2019-ULO,
nopdf = {Strassburg2015-OIS},
year = {2019},
address = {Prague, Czech Republic},
booktitle = {Proc. International Conference on Computer Vision Theory and Applications (VISAPP)},
title = {{Unsupervised Learning of Scene Categories on the Lunar Surface}},
author = {Thorsten Wilhelm AND Rene Grzeszick AND Gernot A. Fink AND Christian W{\"o}hler}
}
@inproceedings{Wolf2019-ECM,
year = {2019},
address = {Sydney, Australia},
booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
title = {{Exploring Confidence Measures for Word Spotting in Heterogeneous Datasets}},
author = {Fabian Wolf AND Philipp Oberdiek AND Gernot A. Fink}
}
@misc{Fink2019-WSI,
special = {Supplementary Material:http://patrec.cs.tu-dortmund.de/cms/en/home/Resources/ws_tutorial/index.html},
year = {2019},
howpublished = {Tutorial (invited) presented at
École Pratique des Hautes Études, Paris, France},
title = {{Word Spotting in the Era of Deep Learning}},
author = {Gernot A. Fink}
}
@article{Moya2018-CNN,
link = {http://www.mdpi.com/2227-9709/5/2/26},
year = {2018},
volume = {26},
number = {5},
journal = {informatics},
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}
}
@article{Sudholt2018-ACF,
link = {https://link.springer.com/article/10.1007/s10032-018-0295-0},
special = {view:http://rdcu.be/G1eS},
pages = {159--160},
number = {3},
volume = {21},
year = {2018},
journal = {Int. Journal on Document Analysis and Recognition},
title = {{Attribute CNNs for Word Spotting in Handwritten Documents}},
author = {Sebastian Sudholt AND Gernot A. Fink}
}
@inproceedings{Gurjar2018-LDR,
year = {2018},
title = {{Learning Deep Representations for Word Spotting Under Weak Supervision}},
address = {Vienna, Austria},
booktitle = {Proc. Int. Workshop on Document Analysis Systems},
author = {Neha Gurjar AND Sebastian Sudholt AND Gernot A. Fink}
}
@inproceedings{Oberdiek2018-CUDNN,
publisher = {Springer},
address = {Siena, Italy},
year = {2018},
booktitle = {8th IAPR TC 3 Workshop on Artificial Neural Networks for Pattern Recognition (ANNPR 2018)},
title = {{Classification Uncertainty of Deep Neural Networks Based on Gradient Information}},
author = {Philipp Oberdiek AND Matthias Rottmann AND Hanno Gottschalk}
}
@inproceedings{Moya2018-LAR,
link = {https://ieeexplore.ieee.org/document/8545146},
doi = {10.1109/ICPR.2018.8545146},
pages = {523-528},
issn = {1051-4651},
publisher = {IEEE},
year = {2018},
address = {Bejing, China},
booktitle = {Proc. Int. Conf. on Pattern Recognition},
title = {{Learning Attribute Representation for Human Activity Recognition}},
author = {Fernando Moya Rueda AND Gernot A. Fink}
}
@inproceedings{Rusakov2018-APR,
note = {Winner of the IAPR Best Student Paper Award},
year = {2018},
address = {Niagara Falls, USA},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
title = {{A Probabilistic Retrieval Model for Word Spotting Based on Direct Attribute Prediction}},
author = {Eugen Rusakov AND Leonard Rothacker AND Hynuho Mo AND Gernot A. Fink}
}
@misc{Fink2018-DLF,
nospecial = {Supplementary Material:http://patrec.cs.tu-dortmund.de/cms/en/home/Resources/ws_tutorial/index.html},
year = {2018},
howpublished = {Tutorial presented at
Int. Conf. on Frontiers in Handwriting Recognition (ICFHR), Niagara Falls, USA},
title = {{Deep Learning for Word Spotting}},
author = {Gernot A. Fink}
}
@misc{Fink2018-DAL,
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},
title = {{Deep Attribute Learning}},
author = {Gernot A. Fink}
}
@article{Grzeszick2017-BOF,
pages = {1242--1252},
number = {6},
volume = {25},
year = {2017},
journal = {IEEE/ACM Trans. Audio, Speech and Language Processing},
title = {{Bag-of-Features Methods for Acoustic Event Detection and Classification}},
author = {Rene Grzeszick AND Axel Plinge AND Gernot A. Fink}
}
@article{Plinge2017-POG,
number = {3},
volume = {24},
year = {2017},
month = {March},
journal = {IEEE Signal Processing Letters},
author = {Axel Plinge AND Gernot A. Fink AND Sharon Gannot},
title = {{Passive online geometry calibration of acoustic sensor networks}}
}
@inproceedings{Grzeszick2017-DNN,
note = {Winner of the iWOAR Best Paper Award},
year = {2017},
address = {Rostock, Germany},
booktitle = {Proc. Int. Workshop on Sensor-based Activity Recognition and Interaction (iWOAR)},
title = {{Deep Neural Network based Human Activity Recognition for the Order Picking Process}},
author = {Rene Grzeszick AND Jan Marius Lenk AND Fernando Moya Rueda AND Sascha Feldhorst AND Michael ten Hompel AND Gernot A. Fink}
}
@inproceedings{Rothacker2017-WHF,
year = {2017},
address = {Kyoto, Japan},
booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
title = {{Word Hypotheses for Segmentation-free Word Spotting in Historic Document Images}},
author = {Leonard Rothacker AND Sebastian Sudholt AND Eugen Rusakov AND Matthias Kasperidus AND Gernot A. Fink}
}
@inproceedings{Moya2017-NPC,
link = {https://link.springer.com/chapter/10.1007/978-3-319-66709-6_15},
year = {2017},
address = {Basel, Switzerland},
booktitle = {Proc. 39th German Conf. Pattern Recognition},
title = {{Neuron Pruning for Compressing Deep Networks using Maxout Architectures}},
author = {Fernando Moya Rueda AND Rene Grzeszick AND Gernot A. Fink}
}
@inproceedings{Sudholt2017-QBO,
year = {2017},
address = {Kyoto, Japan},
booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
title = {{Query-by-Online Word Spotting Revisited: Using CNNs for Cross-Domain Retrieval}},
author = {Sebastian Sudholt AND Leonard Rothacker AND Gernot A. Fink}
}
@inproceedings{Sudholt2017-EWS,
year = {2017},
address = {Kyoto, Japan},
booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
title = {{Evaluating Word String Embeddings and Loss Functions for CNN-based Word Spotting}},
author = {Sebastian Sudholt AND Gernot A. Fink}
}
@misc{Fink2017-WSF,
nourl = {http://www.icfhr2014.org/selected-tutorials/},
special = {Supplementary Material:http://patrec.cs.tu-dortmund.de/cms/en/home/Resources/ws_tutorial/index.html},
year = {2017},
howpublished = {Tutorial presented at
Int. Conf. on Document Analysis and Recognition (ICDAR), Kyoto, Japan},
title = {{Word Spotting: From Bag-of-Features to Deep Learning}},
author = {Gernot A. Fink AND Sebastian Sudholt}
}
@misc{Fink2017-WIH,
year = {2017},
howpublished = {Lecture (invited) presented at
Workshop ``Grundlagen der Familienforschung'',
Martin-Opitz-Bibliothek, Herne},
title = {{Wordspotting in historischen Dokumenten}},
author = {Gernot A. Fink}
}
@misc{Fink2017-WSF1,
nourl = {http://www.icfhr2014.org/selected-tutorials/},
special = {Supplementary Material:http://patrec.cs.tu-dortmund.de/cms/en/home/Resources/index.html#ws-tutorial},
year = {2017},
howpublished = {Tutorial (invited) presented at
IAPR Summer School on Document Analysis, Jaipur, India},
title = {{Word Spotting: From Bag-of-Features to Deep Learning}},
author = {Gernot A. Fink AND Sebastian Sudholt}
}
@article{Ahmad2016-OVR,
year = {2016},
volume = {51},
title = {{Open-vocabulary recognition of machine-printed Arabic text using hidden Markov models}},
pages = {97--111},
month = {March},
keywords = {Arabic OCR,Font identification,Hidden Markov models,Mixed-font OCR,Optical character recognition,Sliding window,Unseen-font OCR},
journal = {Pattern Recognition},
issn = {00313203},
doi = {10.1016/j.patcog.2015.09.011},
author = {Irfan Ahmad AND Sabri A. Mahmoud AND Gernot A. Fink}
}
@article{Plinge2016-AMG,
oldurl = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7503169},
pages = {14-29},
number = {4},
volume = {33},
year = {2016},
journal = {IEEE Signal Processing Magazine},
author = {Axel Plinge AND Florian Jacob AND Reinhold Haeb-Umbach AND Gernot A. Fink},
title = {{Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms}}
}
@inproceedings{Ahmad2016-CBC,
year = {2016},
address = {Shenzhen, China},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
title = {{Class-Based Contextual Modeling for Handwritten Arabic Text Recognition}},
author = {Irfan Ahmad AND Gernot A. Fink}
}
@inproceedings{Feldhorst2016-MCF,
year = {2016},
address = {Rome, Italy},
booktitle = {Proc. Int. Conf. Pattern Recognition Applications and Methods (ICPRAM)},
title = {{Motion Classification for Analyzing the Order Picking Process Using Mobile Sensors}},
author = {Sascha Feldhorst AND Mojtaba Masoudinejad AND Michael ten Hompel AND Gernot A. Fink}
}
@inproceedings{Kuerby2016-BAE,
pages = {55--59},
address = {Budapest, Hungary},
year = {2016},
booktitle = {Detection and Classification of Acoustic Scenes and Events (DCASE) Workshop},
title = {{Bag-of-Features Acoustic Event Detection for Sensor Networks}},
author = {Julian K{\"u}rby AND Rene Grzeszick AND Axel Plinge AND Gernot A. Fink}
}
@inproceedings{Plinge2016-MSE,
address = {Rio de Janeiro, Brazil},
month = {July},
year = {2016},
booktitle = {Sensor Array and Multichannel Signal Processing Workshop},
author = {Axel Plinge AND Sharon Gannot},
title = {{Multi-microphone Speech Enhancement Informed by Auditory Scene Analysis}}
}
@inproceedings{Rothacker2016-ROM,
year = {2016},
address = {Shenzhen, China},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
title = {{Robust Output Modeling in Bag-of-Features HMMs for Handwriting Recognition}},
author = {Leonard Rothacker AND Gernot A. Fink}
}
@inproceedings{Sudholt2016-PAD,
note = {Winner of the IAPR Best Paper Award},
year = {2016},
address = {Shenzhen, China},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
title = {{PHOCNet: A Deep Convolutional Neural Network for Word Spotting in Handwritten Documents}},
author = {Sebastian Sudholt AND Gernot A. Fink}
}
@inproceedings{Wieprecht2016-WSI,
address = {Santorini, Greece},
year = {2016},
booktitle = {Proc. IAPR Int. Workshop on Document Analysis Systems},
title = {{Word Spotting in Historical Document Collections with Online-Handwritten Queries}},
author = {Christian Wieprecht AND Leonard Rothacker AND Gernot A. Fink}
}
@article{Grzeszick2015-IPM,
month = {December},
year = {2015},
journal = { International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI)},
title = {{An Iterative Partitioning-based Method for Semi-supervised Annotation Learning in Image Collections}},
author = {Rene Grzeszick AND Gernot A. Fink}
}
@article{Vajda2015-CBW,
timestamp = {2015.01.05},
origpages = {1553003-1--1553003-26},
number = {3},
volume = {29},
year = {2015},
journal = {Int. Journal of Pattern Recognition and Artificial Intelligence},
title = {{Camera-Based Whiteboard Reading for Understanding Mind Maps}},
author = {Szil{\'a}rd Vajda AND Thomas Pl{\"o}tz AND Gernot A. Fink}
}
@inproceedings{Ahmad2015-MSH,
year = {2015},
title = {{Multi-stage HMM based Arabic text recognition with rescoring}},
publisher = {IEEE},
pages = {751--755},
month = {August},
isbn = {978-1-4799-1805-8},
doi = {10.1109/ICDAR.2015.7333862},
booktitle = {2015 13th International Conference on Document Analysis and Recognition (ICDAR)},
author = {Irfan Ahmad AND Gernot A. Fink}
}
@inproceedings{Ahmad2015-TAA,
year = {2015},
title = {{Training an Arabic handwriting recognizer without a handwritten training data set}},
publisher = {IEEE},
pages = {476--480},
month = {August},
isbn = {978-1-4799-1805-8},
doi = {10.1109/ICDAR.2015.7333807},
booktitle = {2015 13th International Conference on Document Analysis and Recognition (ICDAR)},
author = {Irfan Ahmad AND Gernot A. Fink}
}
@inproceedings{Grzeszick2015-TAW,
noseries = {Lecture Notes in Computer Science},
year = {2015},
address = {Aachen, Germany},
booktitle = {Proc. 37th German Conf. Pattern Recognition},
title = {{Temporal Acoustic Words for Online Acoustic Event Detection}},
author = {Rene Grzeszick AND Axel Plinge AND Gernot A. Fink}
}
@inproceedings{Rothacker2015-SFQ,
year = {2015},
address = {Nancy, France},
booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
title = {{Segmentation-free Query-by-String Word Spotting with Bag-of-Features HMMs}},
author = {Leonard Rothacker AND Gernot A. Fink}
}
@inproceedings{Rothacker2015-RCS,
year = {2015},
address = {Nancy, France},
booktitle = {Proc. of the Int. Workshop on Historical Document Imaging and Processing},
title = {{Retrieving Cuneiform Structures in a Segmentation-free Word Spotting Framework}},
author = {Leonard Rothacker AND Denis Fisseler AND Gerfrid G.W. M{\"u}ller AND Frank Weichert AND Gernot A. Fink}
}
@inproceedings{Sudholt2015-AMI,
address = {Aachen, Germany},
series = {Lecture Notes in Computer Science},
year = {2015},
booktitle = {Proc. 37th German Conference on Pattern Recognition},
title = {{A Modified Isomap Approach to Manifold Learning in Word Spotting}},
author = {Sebastian Sudholt AND Gernot A. Fink}
}
@inproceedings{Sudholt2015-LLI,
year = {2015},
address = {Nancy, France},
booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
title = {{Learning Local Image Descriptors for Word Spotting}},
author = {Sebastian Sudholt AND Leonard Rothacker AND Gernot A. Fink}
}
@misc{Fink2015-ATG,
year = {2015},
howpublished = {Lecture presented at the Doctoral Consortium of the
Int. Conf. on Document Analysis and Recognition (ICDAR 2015 DC),
Nancy, France},
title = {{A Traveller's Guide to the PhD}},
author = {Gernot A. Fink}
}
@misc{Fink2015-SMF,
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},
title = {{Statistical Models for Wordspotting}},
author = {Gernot A. Fink}
}
@book{Fink2014-MMF,
address = {London},
author = {Gernot A. Fink},
year = {2014},
edition = {2},
publisher = {Springer},
series = {Advances in Computer Vision and Pattern Recognition},
title = {{Markov Models for Pattern Recognition, From Theory to Applications}}
}
@article{Mahmoud2014-KAO,
journal = {Pattern Recognition, Special Issue on Handwriting Recognition},
pages = {1096 - 1112},
number = {3},
volume = {47},
year = {2014},
title = {{KHATT: An Open Arabic Offline Handwritten Text Database}},
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}
}
@article{Richarz2014-SSL,
pages = {1011 - 1020},
number = {3},
volume = {47},
note = {Special Issue on Handwriting Recognition},
journal = {Pattern Recognition},
year = {2014},
title = {{Semi-Supervised Learning for Character Recognition in Historical Archive Documents}},
author = {Jan Richarz AND Szilard Vajda AND Rene Grzeszick AND Gernot A. Fink}
}
@article{Rothacker2014-ATS,
volume = {1},
pages = {47--57},
number = {7},
year = {2014},
journal = {manuscript cultures},
title = {{A Two-Stage Approach to Segmentation-Free Query-by-Example Word Spotting}},
author = {Leonard Rothacker AND Marcal Rusinol AND Josep Llados AND Gernot A. Fink}
}
@inproceedings{Ahmad2014-IIS,
year = {2014},
title = {{Improvements in Sub-character HMM Model Based Arabic Text Recognition}},
publisher = {IEEE},
pages = {537--542},
month = {September},
isbn = {978-1-4799-4334-0},
doi = {10.1109/ICFHR.2014.96},
booktitle = {2014 14th International Conference on Frontiers in Handwriting Recognition},
author = {Irfan Ahmad AND Gernot A. Fink AND Sabri A. Mahmoud},
address = {Crete}
}
@inproceedings{Fink2014-GHP,
year = {2014},
address = {Crete, Greece},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
title = {{Grouping Historical Postcards Using Query-by-Example Word Spotting}},
author = {Gernot A. Fink AND Leonard Rothacker AND Rene Grzeszick}
}
@inproceedings{Grzeszick2014-RSC,
noseries = {Lecture Notes in Computer Science},
year = {2014},
address = {Muenster, Germany},
booktitle = {Proc. 36th German Conference on Pattern Recognition},
title = {{Recognizing Scene Categories of Historical Postcards}},
author = {Rene Grzeszick AND Gernot A. Fink}
}
@inproceedings{Plinge2014-MST,
month = {May},
year = {2014},
booktitle = {Proc. Int. Conf. on Acoustics, Speech and Signal Processing},
author = {Axel Plinge AND Gernot A. Fink},
title = {{Multi-Speaker Tracking using Multiple Distributed Microphone Arrays}}
}
@inproceedings{Plinge2014-BOF,
month = {May},
year = {2014},
booktitle = {Proc. Int. Conf. on Acoustics, Speech and Signal Processing},
author = {Axel Plinge AND Rene Grzeszick AND Gernot A. Fink},
title = {{A Bag-of-Features Approach to Acoustic Event Detection}}
}
@inproceedings{Plinge2014-AVC,
month = {September},
year = {2014},
address = {Lisbon, Portugal},
booktitle = {Proc. European Signal Processing Conf.},
author = {Axel Plinge AND Gernot A. Fink},
title = {{Geometry Calibration of Distributed Microphone Arrays Exploiting Audio-Visual Correspondences}}
}
@inproceedings{Plinge2014-GCM,
month = {September},
year = {2014},
address = {Antibes -- Juan les Pins, France},
booktitle = {International Workshop on Acoustic Signal Enhancement},
author = {Axel Plinge AND Gernot A. Fink},
title = {{Geometry Calibration of Multiple Microphone Arrays in Highly Reverberant Environments}}
}
@inproceedings{Sudholt2014-KDE,
address = {Muenster, Germany},
series = {Lecture Notes in Computer Science},
year = {2014},
booktitle = {Proc. 36th German Conference on Pattern Recognition},
title = {{Kernel Density Estimation for Post Recognition Score Analysis}},
author = {Sebastian Sudholt AND Leonard Rothacker AND Gernot A. Fink}
}
@misc{Fink2014-SMF,
year = {2014},
howpublished = {Tutorial (invited) presented at Int. Conf. on Frontiers in Handwriting Recognition,
Crete, Greece},
title = {{Statistical Models for Handwriting Recognition and
Retrieval}},
author = {Gernot A. Fink AND Leonard Rothacker}
}
@article{Schreier2013-RNA,
year = {2013},
journal = {BioMed Research International},
author = {Christina Schreier AND Werner Kremer AND Fritz Huber AND Sindy Neumann AND Philipp Pagel AND Kai Lienemann AND Sabine Pestel},
title = {{Reproducibility of NMR analysis of urine samples: impact of sample preparation, storage conditions and animal health status}}
}
@inproceedings{Ahmad2013-NSC,
year = {2013},
title = {{Novel Sub-character HMM Models for Arabic Text Recognition}},
publisher = {IEEE},
pages = {658--662},
month = {August},
keywords = {Character recognition,Data models,Databases,Handwr},
issn = {1520-5363},
isbn = {978-0-7695-4999-6},
doi = {10.1109/ICDAR.2013.135},
booktitle = {2013 12th International Conference on Document Analysis and Recognition},
author = {Irfan Ahmad AND Leonard Rothacker AND Gernot A. Fink AND Sabri A. Mahmoud},
address = {Washington DC}
}
@inproceedings{Grzeszick2013-BFR,
year = {2013},
address = {Melbourne, Australia},
booktitle = {Proc. IEEE Intl. Conf. on Image Processing},
title = {{Bag-of-Features Representations using Spatial Visual Vocabularies for Object Classification}},
author = {Rene Grzeszick AND Leonard Rothacker AND Gernot A. Fink}
}
@inproceedings{Junaidi2013-SMO,
address = {Washington DC, USA},
year = {2013},
booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
title = {{Statistical Modeling of the Relation between Characters and Diacritics in Lampung Script}},
author = {Akmal Junaidi AND Rene Grzeszick AND Sizilard Vadja AND Gernot A. Fink}
}
@inproceedings{Plinge2013-OMT,
address = {Marrakesh, Morocco},
month = {September},
year = {2013},
booktitle = {European Signal Processing Conference (EUSIPCO)},
author = {Axel Plinge AND Gernot A. Fink},
title = {{Online Multi-Speaker Tracking Using Multiple Microphone Arrays Informed by Auditory Scene Analysis}}
}
@inproceedings{Rothacker2013-BHS,
year = {2013},
address = {Washington DC, USA},
booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
title = {{Bag-of-Features HMMs for Segmentation-Free Word Spotting in Handwritten Documents}},
author = {Leonard Rothacker AND Marcal Rusinol AND Gernot A. Fink}
}
@inproceedings{Rothacker2013-BOF,
year = {2013},
address = {Washington DC, USA},
booktitle = {International Workshop on Multilingual OCR (MOCR)},
title = {{Bag-of-Features HMMs for Segmentation-Free Bangla Word Spotting}},
author = {Leonard Rothacker AND Gernot A. Fink AND Purnendu Banerjee AND Ujjwal Bhattacharya AND Bidyut B. Chaudhuri}
}
@inproceedings{Jaspers2012-SCL,
address = {Vilamoura, Portugal},
year = {2012},
booktitle = {Proc. Int. Conf. on Pattern Recognition Applications and Methods},
title = {{SIFT-based Camera Localization using Reference Objects for Application
in Multi-Camera Environments and Robotics}},
author = {Hanno Jaspers AND Boris Schauerte AND Gernot A. Fink}
}
@inproceedings{Mahmoud2012-KAO,
pages = {449--454},
address = {Bari, Italy},
year = {2012},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
title = {{KHATT: Arabic Offline Handwritten Text Database}},
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}
}
@inproceedings{Nasse2012-ABU,
publisher = {Springer},
address = {Berlin},
pages = {488--497},
noseries = {Lecture Notes in Computer Science},
noeditor = {Axel Pinz and Thomas Pock and Horst Bischof and F. Leberl},
year = {2012},
booktitle = {Pattern Recognition: 34th DAGM-Symposium Graz},
title = {{A Bottom-up Approach for Learning Visual Object Detection Models from Unreliable Sources}},
author = {Fabian Nasse AND Gernot A. Fink}
}
@inproceedings{Plinge2012-ROM,
address = {Aachen, Germany},
year = {2012},
booktitle = {Proc. 13th International Workshop on Acoustic Signal Enhancement
(IWAENC)},
title = {{Reverberation-Robust Online Multi-Speaker Tracking by using a Microphone Array and CASA Processing}},
author = {Axel Plinge AND Marius H. Hennecke AND Gernot A. Fink}
}
@inproceedings{Richarz2012-AHC,
address = {Bari, Italy},
year = {2012},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
title = {{Annotating handwritten characters with minimal human involvement
in a semi-supervised learning strategy}},
author = {Jan Richarz AND Szilard Vajda AND Gernot A. Fink}
}
@inproceedings{Richarz2012-TST,
address = {Gold Coast, Queensland, Australia},
year = {2012},
booktitle = {Proc. IAPR Int. Workshop on Document Analysis Systems},
title = {{Towards semi-supervised transcription of handwritten historical weather
reports}},
author = {Jan Richarz AND Szilard Vajda AND Gernot A. Fink}
}
@inproceedings{Rothacker2012-BOF,
address = {Bari, Italy},
year = {2012},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
title = {{Bag-of-Features Representations for Offline Handwriting Recognition
Applied to Arabic Script}},
author = {Leonard Rothacker AND Szilard Vajda AND Gernot A. Fink}
}
@inproceedings{Schumacher2012-ALO,
nopublisher = {Springer},
noaddress = {Berlin},
nopages = {428--435},
noseries = {Lecture Notes in Computer Science},
noeditor = {Axel Pinz and Thomas Pock and Horst Bischof and F. Leberl},
year = {2012},
booktitle = {Pattern Recognition: 34th DAGM-Symposium Graz},
title = {{Active Learning of Ensemble Classifiers for Gesture Recognition}},
author = {J. Schumacher AND D. Sakic AND G. A. A. and
Fink Grumpe AND C. W{\"o}hler}
}
@inproceedings{Vajda2012-MCB,
timestamp = {2012.06.04},
keywords = {whiteboard reading, unconstrained document layout analysis, handwriting
recognition},
year = {2012},
volume = {7139},
series = {Lecture Notes in Computer Science},
publisher = {Springer},
booktitle = {Camera-Based Document Analysis and Recognition - 4th International Workshop,
CBDAR 2011, Beijing, China, September 22, 2011, Revised Selected Papers},
title = {{A Method for Camera-Based Interactive Whiteboard Reading}},
author = {Szilard Vajda AND Leonard Rothacker AND Gernot A. Fink}
}
@misc{Fink2012-MMF,
year = {2012},
howpublished = {Tutorial (invited) presented at Int. Workshop on Document Analysis Systems,
Gold Coast, Australia},
title = {{Markov Models for Handwriting Recognition}},
author = {Gernot A. Fink}
}
@article{Richarz2011-VRO,
number = {3},
pages = {193--211},
volume = {3},
year = {2011},
journal = {Journal of Ambient Intelligence and Smart Environments, Thematic
Issue on Computer Vision for Ambient
Intelligence},
title = {{Visual recognition of 3D emblematic gestures in an HMM framework}},
author = {J. Richarz AND G. A. Fink}
}
@inproceedings{Hennecke2011-TAS,
keywords = {likelihood estimation,maximum,self-localization,smartphone array},
address = {Edinburgh, UK},
pages = {127--132},
year = {2011},
booktitle = {Hands-Free Speech Communication and Microphone Arrays},
title = {{Towards Acoustic Self-Localization of Ad Hoc Smartphone Arrays}},
author = {Marius H. Hennecke AND Gernot A. Fink}
}
@inproceedings{Hennecke2011-ISC,
keywords = {acoustic source localization,ambient interaction,illumination control,smart
environment},
address = {Edinburgh, UK},
pages = {156--157},
year = {2011},
booktitle = {Hands-Free Speech Communication and Microphone Arrays},
title = {{IllumiSense: Context Sensitive Illumination}},
author = {Marius H. Hennecke AND Christian Kleine-Cosack AND Gernot
A. Fink}
}
@inproceedings{Junaidi2011-LNH,
timestamp = {2011.07.29},
owner = {szilard},
keywords = {Lampung script, handwritten character recognition, semi-automatic
labeling, handwritten character database, water reservoir features},
publisher = {ACM},
address = {Beijing, China},
pages = {105--112},
year = {2011},
booktitle = {International Workshop on Multilingual OCR (MOCR)},
title = {{Lampung - A New Handwritten Character Benchmark: Database, Labeling
and Recognition}},
author = {A. Junaidi AND S. Vajda AND G. A. Fink}
}
@inproceedings{Plinge2011-MST,
address = {Prague, Czech Republic},
year = {2011},
booktitle = {Proc. Int. Conf. on Acoustics, Speech and Signal Processing},
title = {{Multiple Speaker Tracking using a Microphone Array by Combining Auditory
Processing and a Gaussian Mixture Cardinalized Probability Hypothesis
Density Filter}},
author = {Axel Plinge AND Daniel Hauschildt AND Marius H. Hennecke AND Gernot A. Fink}
}
@inproceedings{Schmalenstroer2011-UGC,
address = {Florence, Italy},
year = {2011},
booktitle = {Interspeech},
title = {{Unsupervised Geometry Calibration of Acoustic Sensor Networks using
Source Correspondences}},
author = {J. Schmalenstroer AND F. Jacob AND R. Haeb-Umbach AND M. H. Hennecke AND G. A. Fink}
}
@inproceedings{Stein2011-ANM,
address = {Santa Barbara, California},
pages = {519--524},
year = {2011},
booktitle = {Proc. Int. Conf. Automatic Face and Gesture Recognition},
title = {{A New Method for Combined Face Detection And Identification Using
Interest Point Descriptors}},
author = {S. Stein AND G. A. Fink}
}
@inproceedings{Vajda2011-SSE,
timestamp = {2011.06.09},
owner = {szilard},
publisher = {IEEE Computer Society},
month = {September},
address = {Beijing, China},
pages = {259--263},
year = {2011},
booktitle = {International Conference on Document Analysis and Recognition},
title = {{A Semi-Supervised Ensemble Learning Approach for Character Labeling
with Minimal Human Effort}},
author = {S. Vajda AND A. Junaidi AND G. A. Fink}
}
@inproceedings{Vajda2011-CBI,
timestamp = {2011.07.29},
owner = {szilard},
keywords = {whiteboard reading, unconstrained document layout analysis, handwriting
recognition, human-computer interaction},
month = {September},
address = {Beijing, China},
pages = {91--96},
year = {2011},
booktitle = {International Workshop on Camera-Based Document Analysis and Recognition},
title = {{A Camera-Based Interactive Whiteboard Reading System}},
author = {S. Vajda AND L. Rothacker AND G. A. Fink}
}
@misc{Fink2011-BYO,
year = {2011},
howpublished = {Tutorial presented at Int. Conf. on Document Analysis and Recognition,
Bejing, China},
title = {{Build Your Own Handwriting Recognizer}},
author = {Gernot A. Fink AND Szil{\'a}rd Vajda}
}
@inproceedings{Fink2010-OBW,
timestamp = {2010.06.01},
owner = {szilard},
address = {Kolkata, India},
pages = {393--398},
year = {2010},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
title = {{Online Bangla Word Recognition Using Sub-Stroke Level Features and Hidden Markov Models}},
author = {G. A. Fink AND S. Vajda AND U. Bhattacharya AND Parui S. AND B. B. Chaudhuri}
}
@inproceedings{Hammerla2010-TFL,
address = {Istanbul, Turkey},
year = {2010},
booktitle = {Int. Workshop on Frontiers of Arabic Handwriting Recognition},
title = {{Towards Feature Learning for HMM-based Offline Handwriting Recognition}},
author = {N. Y. Hammerla AND T. Pl{\"o}tz AND S. Vajda AND G. A. Fink}
}
@inproceedings{Hennecke2010-RMA,
address = {Bochum, Germany},
year = {2010},
booktitle = {9. ITG Fachtagung Sprachkommunikation},
title = {{Robust Multichannel Acoustic Time Delay Estimation in Reverberant
Environments}},
author = {M. H. Hennecke AND G. A. Fink}
}
@incollection{KC2010-EAS,
keywords = {Context classification,audio localization,smart rooms},
doi = {10.1007/978-3-642-16917-5\_16},
month = {November},
pages = {157--166},
series = {Lecture Notes in Computer Science},
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},
publisher = {Springer Berlin / Heidelberg},
booktitle = {Ambient Intelligence},
title = {{Exploiting Acoustic Source Localization for Context Classification
in Smart Environments}},
author = {C. Kleine-Cosack AND M. H. Hennecke AND S. Vajda AND G.
A. Fink}
}
@inproceedings{Plinge2010-RNF,
address = {Tel Aviv, Israel},
year = {2010},
booktitle = {Proc. 12th International Workshop on Acoustic Echo and Noise Control
(IWAENC)},
title = {{Robust Neuro-Fuzzy Speaker Localization Using a Circular Microphone
Array}},
author = {Axel Plinge AND Marius H. Hennecke AND Gernot A. Fink}
}
@incollection{Richarz2010-FRF,
series = {Lecture Notes in Computer Science},
volume = {6219},
editor = {Salah, A. A. and Gevers, T. and Sebe, N. and Vinciarelli, A.},
year = {2010},
publisher = {Springer},
booktitle = {Proc. Int. Workshop on Human Behavior Understanding, in conjunction
with 20th Int. Conf. on Pattern Recognition},
title = {{Feature Representations for the Recognition of 3D Emblematic Gestures}},
author = {J. Richarz AND G. A. Fink}
}
@inproceedings{Schauerte2010-FCV,
publisher = {ACM},
month = {November 8-12},
address = {Beijing, China},
year = {2010},
booktitle = {Proceedings of the 12th International Conference on Multimodal Interfaces
and 7th Workshop on Machine Learning for Multimodal Interaction (ICMI-MLMI)},
title = {{Focusing Computational Visual Attention in Multi-Modal Human-Robot
Interaction}},
author = {B. Schauerte AND G. A. Fink}
}
@inproceedings{Schauerte2010-WBL,
address = {Sydney, Australia},
year = {2010},
booktitle = {Proc. Int. Conf. on Digital Image Computing: Techniques and Applications
(DICTA)},
title = {{Web-based Learning of Naturalized Color Models for Human-Machine
Interaction}},
author = {B. Schauerte AND G. A. Fink}
}
@inproceedings{Schauerte2010-SBI,
address = {Taipei, Taiwan},
year = {2010},
booktitle = {IEEE/RSJ Int. Conf. on Intelligent Robots and Systems},
title = {{Saliency-based Identification and Recognition of Pointed-at Objects}},
author = {B. Schauerte AND J. Richarz AND G. A. Fink}
}
@inproceedings{Vajda2010-EPS,
timestamp = {2010.04.13},
owner = {szilard},
address = {Istanbul, Turkey},
pages = {2913--2916},
year = {2010},
booktitle = {Proc. Int. Conf. on Pattern Recognition},
title = {{Exploring Pattern Selection Strategies for Fast Neural Network Training}},
author = {S. Vajda AND G. A. Fink}
}
@inproceedings{Vajda2010-STR,
timestamp = {2010.06.01},
owner = {szilard},
publisher = {IEEE Computer Society},
month = {November},
address = {Kolkata, India},
pages = {148-153},
year = {2010},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
title = {{Strategies for Training Robust Neural Network Based Digit Recognizers
on Unbalanced Data Sets}},
author = {S. Vajda AND G. A. Fink}
}
@misc{Fink2010-MMF,
year = {2010},
howpublished = {Tutorial (invited) presented at Int. Conf. on Frontiers in Handwriting Recognition,
Kolkata, India},
title = {{Markov Models for Handwriting Recognition}},
author = {Gernot A. Fink}
}
@article{Ploetz2009-MMF,
number = {4},
pages = {269--298},
volume = {12},
year = {2009},
journal = {Int. Journal on Document Analysis and Recognition},
title = {{Markov Models for Offline Handwriting Recognition: A Survey}},
author = {Thomas Pl{\"o}tz AND Gernot A. Fink}
}
@article{Vajda2009-LAC,
timestamp = {2010.04.13},
owner = {szilard},
number = {18},
pages = {3307-3324},
volume = {15},
year = {2009},
journal = {Journal of Universal Computer Science},
title = {{Layout Analysis for Camera-Based Whiteboard Notes}},
author = {S. Vajda AND T Pl{\"o}tz AND G. A. Fink}
}
@inproceedings{Hennecke2009-EAD,
address = {Cardiff, Wales, UK},
pages = {257--260},
year = {2009},
booktitle = {Proc. 2009 IEEE Workshop on Stat. Signal Proc.},
title = {{A Hierarchical Approach to Unsupervised Shape Calibration of Microphone
Array Networks}},
author = {M. Hennecke AND T Pl{\"o}tz AND G. A. Fink AND J. Schmalenstr{\"o}er AND R. H{\"a}b-Umbach}
}
@incollection{Lienemann2009-SEL,
optpublisher = {Springer-Verlag Berlin Heidelberg},
pages = {498--508},
series = {Lecture Notes in Computer Science},
volume = {5519},
editor = {Jon Atli Benediktsson and Josef Kittler and Fabio Roli},
year = {2009},
publisher = {Springer},
booktitle = {Multiple Classifier Systems},
title = {{Stacking for Ensembles of Local Experts in Metabonomic Applications}},
author = {Kai Lienemann AND Thomas Pl{\"o}tz AND Gernot A. Fink}
}
@inproceedings{Nasse09:FDU,
nopages = {0--1},
keywords = {convolutional networks, LeCun, GPU},
address = {M{\"u}nster},
year = {2009},
booktitle = {Proc. Int. Conf. on Computer Analysis of Images and Patterns},
title = {{Face Detection Using GPU-based Convolutional Neural Networks}},
author = {Fabian Nasse AND Christian Thurau AND Gernot A. Fink}
}
@inproceedings{Schauerte2009-AMM,
address = {Liege, Belgium},
year = {2009},
booktitle = {Proc. Int. Conf. on Computer Vision Systems},
title = {{A Multi-Modal Attention System for Smart Environments}},
author = {Boris Schauerte AND Thomas Pl{\"o}tz AND Gernot A. Fink}
}
@inproceedings{Schauerte2009-MMA,
timestamp = {2009.07.23},
address = {Cambridge, MA, USA},
pages = {261--268},
year = {2009},
booktitle = {Proc. Int. Conf. Multimodal Interfaces and Workshop on Machine Learning
for Multi-modal Interaction (ICMI-MLMI)},
title = {{Multi-Modal and Multi-Camera Attention in Smart Environments}},
author = {B. Schauerte AND J. Richarz AND T. Pl{\"o}tz AND C. Thurau AND G.
A. Fink}
}
@inproceedings{Vajda2009-CBA,
address = {Barcelona, Spain},
pages = {42-49},
year = {2009},
booktitle = {3rd Int. Workshop on Camera-Based Document Analysis and Recognition},
title = {{Camera-Based Analysis of Whiteboard Notes}},
author = {S. Vajda AND T. Ramforth AND T Pl{\"o}tz AND G. A. Fink}
}
@article{Fink2008-DPR,
month = {June},
number = {2},
pages = {207--215},
volume = {18},
year = {2008},
journal = {Pattern Recognition and Image Analysis},
title = {{Developing Pattern Recognition Systems Based on Markov Models:
The ESMERALDA Framework}},
author = {G. A. Fink AND T. Pl{\"o}tz}
}
@article{Lienemann2008-NBU,
number = {1},
pages = {41-49},
volume = {58},
year = {2008},
journal = {Journal of Pharmacologial and Toxicological Methods},
title = {{NMR-based urine analysis in rats: Prediction of proximal tubule kidney
toxicity and phospholipidosis}},
author = {K. Lienemann AND T. Pl{\"o}tz AND S. Pestel}
}
@article{Ploetz2008-RHD,
number = {3},
pages = {417--430},
volume = {18},
year = {2008},
journal = {Pattern Recognition and Image Analysis},
title = {{Robust Hand Detection in Still Video Images Using a Combination of
Salient Regions and Color Cues for Interaction With an Intelligent
Environment}},
author = {T. Pl{\"o}tz AND J. Richarz AND G. A. Fink}
}
@inproceedings{KC2008-KNX,
timestamp = {2008.11.25},
owner = {ckleinec},
organization = {KNX Association},
year = {2008},
booktitle = {Proc. KNX Scientific Conference},
title = {{Towards a Human Centered Infrastructure for KNX enabled Intelligent
Environments}},
author = {C. Kleine-Cosack AND T. Pl{\"o}tz AND G. A. Fink}
}
@inproceedings{Lienemann2008-ACN,
pages = {790-800},
series = {LNCS},
number = {5342},
year = {2008},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition},
title = {{Automatic Classification of NMR Spectra by Ensembles of Local Experts}},
author = {Kai Lienemann AND Thomas Pl{\"o}tz AND Gernot A. Fink}
}
@inproceedings{Lienemann2008-SEC,
note = {WeAT8.4},
address = {Tampa, Florida},
year = {2008},
booktitle = {Proc. Int. Conf. on Pattern Recognition},
title = {{SVM Ensemble Classification of NMR Spectra Based on Different Configurations
of Data Processing Techniques}},
author = {K. Lienemann AND T. Pl{\"o}tz AND G. A. Fink}
}
@inproceedings{Moeller2008-CFC,
note = {TuAT9.19},
address = {Tampa, Florida},
year = {2008},
booktitle = {Proc. Int. Conf. on Pattern Recognition},
title = {{Calibration-free Camera Hand-Over for Fast and Reliable Person Tracking
in Multi-Camera Setups}},
author = {B. M{\"o}ller AND T. Pl{\"o}tz AND G. A. Fink}
}
@inproceedings{Ploetz2008-OTU,
address = {Trento, Italy},
pages = {156--159},
year = {2008},
booktitle = {Proc. Joint Workshop on Hands-free Speech Communication and Microphone
Arrays},
title = {{On the use of Empirically Determined Impulse Responses for Improving
Distant Talking Speech Recognition}},
author = {T. Pl{\"o}tz AND G. A. Fink}
}
@inproceedings{Ploetz2008-THC,
publisher = {Springer},
pages = {26--43},
series = {LNCS},
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},
booktitle = {Proc. European Conference on Ambient Intelligence},
title = {{Towards Human Centered Ambient Intelligence}},
author = {T. Pl{\"o}tz AND C. Kleine-Cosack AND G. A. Fink}
}
@inproceedings{Ploetz2008-CBW,
address = {Montreal, Canada},
pages = {385--390},
year = {2008},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
title = {{Camera-based Whiteboard Reading: New Approaches to a Challenging
Task}},
author = {T. Pl{\"o}tz AND C. Thurau AND G. A. Fink}
}
@inproceedings{Richarz2008-RTD,
note = {TuBCT8.7},
address = {Tampa, Florida},
year = {2008},
booktitle = {Proc. Int. Conf. on Pattern Recognition},
title = {{Real-time Detection and Interpretation of 3D Deictic Gestures for
Interaction With an Intelligent Environment}},
author = {J. Richarz AND T. Pl{\"o}tz AND G. A. Fink}
}
@inproceedings{Fink2007-EAD,
address = {Ettlingen, Germany},
year = {2007},
booktitle = {Proc. 7th Open German/Russian Workshop on Pattern Recognition and
Image Understanding (OGRW 2007)},
title = {{ESMERALDA: A Development Environment for HMM-Based Pattern Recognition
Systems}},
author = {G. A. Fink AND T. Pl{\"o}tz}
}
@inproceedings{Fink2007-OTU,
address = {Curitiba, Brazil},
pages = {729--733},
volume = {2},
year = {2007},
booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
title = {{On the Use of Context-Dependent Modelling Units for HMM-Based Offline Handwriting Recognition}},
author = {G. A. Fink AND T. Pl{\"o}tz}
}
@inproceedings{Kray2007-EUS,
pages = {63--74},
year = {2007},
booktitle = {Constructing Ambient Intelligence AmI 2007 Workshop Proceedings},
title = {{Evaluating Ubiquitous Systems with Users}},
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}
}
@incollection{Lienemann2007-OTA,
address = {Heidelberg, Germany},
pages = {42--51},
series = {Lecture Notes in Computer Science},
volume = {4472},
editor = {Haindl, M. and Kittler, J. and Roli, F.},
year = {2007},
publisher = {Springer},
booktitle = {MCS 2007},
title = {{On the Application of SVM-Ensembles based on Adapted Random Subspace
Sampling for Automatic Classification of NMR Data}},
author = {K. Lienemann AND T. Pl{\"o}tz AND G. A. Fink}
}
@inproceedings{Ploetz2007-AEM,
month = {June},
address = {Funchal, Portugal},
year = {2007},
booktitle = {Proc. 4th Int. Workshop on Natural Language Processing and Cognitive
Science},
title = {{An Efficient Method for Making Un-Supervised Adaptation of HMM-based
Speech Recognition Systems Robust Against Out-Of-Domain Data}},
author = {T. Pl{\"o}tz AND G. A. Fink}
}
@inproceedings{Richarz2007-DHI,
address = {Palma de Mallorca, Spain},
pages = {259-264},
year = {2007},
booktitle = {Proc. IASTED Int. Conf. on Visualization, Imaging and Image Processing
(VIIP 2007)},
title = {{Detecting Hands in Video Images Using Scale Invariant Local Descriptors.}},
author = {J. Richarz AND T. Pl{\"o}tz AND G. A. Fink}
}
@inproceedings{Richarz2007-IOS,
address = {Ettlingen, Germany},
year = {2007},
booktitle = {Proc. 7th Open German/Russian Workshop on Pattern Recognition and
Image Understanding (OGRW 2007)},
title = {{Integration of Structural and Color Cues for Robust Hand Detection
in Video Images.}},
author = {J. Richarz AND T. Pl{\"o}tz AND G. A. Fink}
}
@misc{Fink2007-MMF,
year = {2007},
howpublished = {Tutorial presented at Int. Conf. on Document Analysis and Recognition,
Curitiba, Brazil},
title = {{Markov Models for Handwriting Recognition}},
author = {Gernot A. Fink AND Thomas Pl{\"o}tz}
}
@inproceedings{Fink06:UEO,
keywords = {GMM, clustering, adaptation},
address = {La Baule, France},
pages = {429--434},
year = {2006},
booktitle = {Proc. Int. Workshop on Frontiers in Handwriting Recognition},
title = {{Unsupervised Estimation of Writing Style Models for Improved Unconstrained
Off-line Handwriting Recognition}},
author = {Gernot A. Fink AND Thomas Pl{\"o}tz}
}
@inproceedings{Ploetz2006-ADO,
pages = {665--668},
year = {2006},
booktitle = {Proc. Int. Conf. on Pattern Recognition},
title = {{Automatic Detection of Song Changes in Music Mixes Using Stochastic
Models}},
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}
}