Axel Plinge, Florian Jacob, Reinhold Haeb-Umbach and Gernot A. Fink
IEEE Signal Processing Magazine, 33(4), pages 14-29, 2016.
Neural Models for Semantic Analysis of Handwritten Document Images
Oliver Tueselmann and Gernot A. Fink
Int. Journal on Document Analysis and Recognition, 2024.
Oliver Tüselmann, Fabian Wolf, Tim Raven and Gernot A. Fink
ARCHIV. theorie \& praxis, 2024, to appear.
Self-training for handwritten word recognition and retrieval
Fabian Wolf and Gernot A. Fink
Int. Journal on Document Analysis and Recognition, 2024.
LOCAL REPRESENTATION LEARNING USING VISUAL PRIORS FOR REMOTE SENSING
Viktor Brack and Dominik Kossmann
IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024.
Anonymisation for Time-Series Human Activity Data
T. Hallyburton, N. Nair, F. Moya Rueda and R. Grzeszick
and G. Fink
Proc. Int. Conf. on Pattern Recognition, pages , Kolkata, India, 2024.
Representation Biases in Time-Series Human Activity Recognition with Small Sample Sizes
Nilah Ravi Nair, Lena Schmid, Christopher Reining, Fernando Moya Rueda, Markus Pauly and Gernot A. Fink
Proc. Int. Conf. on Pattern Recognition, Kolkata, India, 2024.
Augmentation of Human Activity Data: Convert, Generate, Transform
Nilah Ravi Nair, Arthur Matei, Dennis Krön, Fernando Moya Rueda, Christopher Reining and Gernot A. Fink
Proc. Int. Conf. on Pattern Recognition, Kolkata, India, 2024.
Weakly Supervised Information Extraction from Semi-Structured Document Images
Fabian Wolf Oliver Tueselmann and Gernot A. Fink
Family History Technology Workshop, Salt Lake City, UT, USA, 2024.
Von der Kartei zum Datensatz -- Digitale Methoden zur Tiefenerschließung serieller Quellen (Digital Methods for the Deep Indexing of Serial Sources)
Gernot A. Fink and Christoph Rass
Lecture presented at the Annual Symposium of the
Arbeitsgemeinschaft Geschichte und EDV, Osnabrück, 2024.
Astrid Küntzel, Gernot A. Fink, Oliver Tüselmann and Fabian Wolf
Workshop (invited) at the
Interner Archivtag 2024, Gelsenkirchen, 2024.
KI-basierte Erschließung der Volkszählungsunterlagen von 1950 (AI-based Deep Indexing of the 1950 Census Records)
Astrid Küntzel and Gernot A. Fink
Presentation (invited) at the
Kölner Forum 2024: ``Jenseits des Hype - Anwendung von KI in Archiven'',
Cologne, 2024.
Evaluation of Season Invariant Self-Supervised Representations on Remote Sensing Land Cover Data
Arthur Matei and Dominik Kossmann
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, pages 1020-1023, 2023.
A Tutorial on Dataset Creation for Sensor-based Human Activity Recognition
Nilah Ravi Nair, Fernando Moya Rueda, Christopher Reining, Friedrich Niemann and Gernot A. Fink
to appear, Atlanta, 2023.
Exploring Semantic Word Representations for Recognition-Free NLP on Handwritten Document Images
Oliver Tueselmann and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, pages 85-100, San Jose, CA, USA, 2023.
Deep Learning for Word Spotting: Foundations and Current Developments
Gernot A. Fink
Tutorial (invited) presented at
the 5th TC10/TC11 Summer School on Document Analysis, Fribourg, Switzerland, 2023.
Retrieval-based Annotation of Multi-channel Time-Series Data for HAR
Erik Altermann, Fernando Moya Rueda, Eugen Rusakov and Gernot A. Fink
2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), to appear, Pisa, Italy, 2022.
Video-based Pose-Estimation Data as Source for Transfer Learning in Human Activity Recognition
Shrutarv Awasthi, Fernando Moya Rueda and Gernot A. Fink
2022 26th International Conference on Pattern Recognition (ICPR), pages 4514-4521, Montreal, 2022.
Image Augmentations in Planetary Science: Implications in Self-Supervised Learning and Weakly-Supervised Segmentation on Mars
Dominik Kossmann, Arthur Matei, Thorsten Wilhelm and Gernot A Fink
2022 26th International Conference on Pattern Recognition (ICPR), pages 2800-2806, 2022.
Seasonet: A Seasonal Scene Classification, Segmentation and Retrieval Dataset for Satellite Imagery Over Germany
Dominik Kossmann, Viktor Brack and Thorsten Wilhelm
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, pages 243-246, 2022.
Multi-Channel Time-Series Person and Soft-Biometric Identification
Nilah Ravi Nair, Fernando Moya Rueda, Christopher Reining and Gernot A. Fink
HBU - 12th Int. Workshop on Human Behavior Understanding, Montreal, 2022.
Philipp Oberdiek, Gernot A. Fink and Matthias Rottmann
Advances in Neural Information Processing Systems, pages 21371-21385, New Orleans, USA, 2022.
Named Entity Linking on Handwritten Document Images
Oliver Tueselmann and Gernot A. Fink
Proc. Int. Workshop on Document Analysis Systems, pages 199-213, La Rochelle, France, 2022.
Recognition-free Question Answering on Handwritten Document Collections
Oliver Tueselmann, Friedrich Mueller, Fabian Wolf and Gernot A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, pages 259-273, Hyderabad, India, 2022.
A Weighted Combination of Semantic and Syntactic Word Image Representations
Oliver Tueselmann, Kai Brandenbusch, Miao Chen and Gernot A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, pages 285-299, Hyderabad, India, 2022.
Self-Training of Handwritten Word Recognition for Synthetic-to-Real Adaptation
Fabian Wolf and Gernot A. Fink
Proc. Int. Conf. on Pattern Recognition, pages 3885-3892, Montreal, Canada, 2022.
Combining Self-Training and Minimal Annotations for Handwritten Word Recognition
Fabian Wolf and Gernot A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, pages 300-315, Hyderabad, India, 2022.
Benchmarking Annotation Procedures for Multi-channel Time Series HAR Dataset
Huelya Avsar, Erik Altermann, Christopher Reining, Fernando Moya Rueda, Gernot A. Fink and Michael ten Hompel
2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), Kassel, Germany, 2021.
Context Aware Generation of Cuneiform Signs
Kai Brandenbusch, Eugen Rusakov and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, Lausanne, Switzerland, 2021.
Generation of Attributes for Highly Imbalanced Land Cover Data
Dominik Kossmann, Thorsten Wilhelm and Gernot A. Fink
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, pages 2616-2619, 2021.
Human Activity Recognition using Attribute-Based Neural Networks and Context Information
Stefan Luedtke, Fernando Moya Rueda, Gernot A. Fink and Thomas Kirste
3RD International Workshop on Deep Learning for Human Activity Recognition(to appear), Montreal, Canada, 2021.
Embedded Attributes for Cuneiform Sign Spotting
Eugen Rusakov, Turna Somel, Gerfrid G. W. Mueller and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, Lausanne, Switzerland, 2021.
Are End-to-End Systems Really Necessary for NER on Handwritten Document Images?
Oliver Tueselmann, Fabian Wolf and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, pages 808-822, Lausanne, Switzerland, 2021.
Land Cover Classification from a Mapping Perspective: Pixelwise Supervision in the Deep Learning Era
Thorsten Wilhelm and Dominik Kossmann
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, pages 2496-2499, 2021.
Graph Convolutional Neural Networks for Learning Attribute Representations for Word Spotting
Fabian Wolf, Andreas Fischer and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, pages 50-64, Lausanne, Switzerland, 2021.
LARa: Creating a Dataset for Human Activity Recognition in Logistics Using Semantic Attributes
Friedrich Niemann, and Christopher Reining, Fernando Moya Rueda and
Nilah Ravi Nair, Janine Anika Steffens , Gernot A. Fink and Michael ten Hompel
Sensors, 20(15), 2020.
Annotation-free Word Spotting with Bag-of-Features HMMs
Leonard Rothacker, Fabian Wolf and Gernot A. Fink
Int. Journal of Pattern Recognition and Artificial Intelligence, 35(4), pages 2153001, 2020.
Towards Tackling Multi-Label Imbalances in Remote Sensing Imagery
Dominik Kossmann, Thorsten Wilhelm and Gernot A. Fink
2020 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, 2020.
Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation
Philipp Oberdiek, Matthias Rottmann and Gernot A. Fink
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Seattle, USA, 2020.
Annotation Performance for multi-channel time series HAR Dataset in Logistics
C. Reining, F. Moya Rueda, F. Niemann, G. A. Fink and M. t. Hompel
2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), pages 1-6, 2020.
From Human Pose to On-body Devices for Human Activity Recognition
Fernando Moya Rueda and Gernot A. Fink
2020 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, 2020.
Towards Query-by-eXpression Retrieval of Cuneiform Signs
Eugen Rusakov, Turna Somel, Gernot A. Fink and Gerfrid G. W. Mueller
Proc. Int. Conf. on Frontiers in Handwriting Recognition, Dortmund, NRW, Germany, 2020.
Identifying and Tackling Key Challenges in Semantic Word Spotting
Oliver Tueselmann, Fabian Wolf and Gernot A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, pages 55-60, Dortmund, Germany (virtual), 2020.
Fabian Wolf and Gernot A. Fink
Proc. Int. Workshop on Document Analysis Systems, pages 293-308, Wuhan, China (virtual), 2020, Winner of the Nakano Best Paper Award.
Improving Handwritten Word Synthesis for Annotation-free Word Spotting
Fabian Wolf, Kai Brandenbusch and Gernot A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, pages 61-66, Dortmund, Germany (virtual), 2020.
Handwritten Arabic text recognition using multi-stage sub-core-shape HMMs
Irfan Ahmad and Gernot A. Fink
Int. Journal on Document Analysis and Recognition, 22(3), 2019.
Human Activity Recognition for Production and Logistics - A Systematic Literature Review
Christopher Reining, Friedrich Niemann, Fernando Moya Rueda, Gernot A. Fink and Michael ten Hompel
Information, 10(8), 2019.
Generating Cuneiform Signs with Cycle-Consistent Adversarial Networks
Eugen Rusakov, Kai Brandenbusch, Denis Fisseler, Turna Somel, Gernot A. Fink, Frank Weichert and Gerfrid G. W. Mueller
Proc. of the Int. Workshop on Historical Document Imaging and Processing, Sydney, NSW, Australia, 2019.
Unsupervised Learning of Scene Categories on the Lunar Surface
Thorsten Wilhelm, Rene Grzeszick, Gernot A. Fink and Christian Wöhler
Proc. International Conference on Computer Vision Theory and Applications (VISAPP), Prague, Czech Republic, 2019.
Exploring Confidence Measures for Word Spotting in Heterogeneous Datasets
Fabian Wolf, Philipp Oberdiek and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, Sydney, Australia, 2019.
Word Spotting in the Era of Deep Learning
Gernot A. Fink
Tutorial (invited) presented at
École Pratique des Hautes Études, Paris, France, 2019.
Special issue on deep learning for document analysis and recognition
Cheng-Lin Liu, Gernot A. Fink, Venu Govindaraju and Lianwen Jin
International Journal on Document Analysis and Recognition (IJDAR), 21(3), 2018.
Convolutional Neural Networks for Human Activity Recognition Using Body-Worn Sensors
Fernando Moya Rueda, Rene Grzeszick, Gernot A. Fink, Sascha Feldhorst and Michael ten Hompel
informatics, 26(5), 2018.
Attribute CNNs for Word Spotting in Handwritten Documents
Sebastian Sudholt and Gernot A. Fink
Int. Journal on Document Analysis and Recognition, 21(3), pages 159-160, 2018.
Learning Deep Representations for Word Spotting Under Weak Supervision
Neha Gurjar, Sebastian Sudholt and Gernot A. Fink
Proc. Int. Workshop on Document Analysis Systems, Vienna, Austria, 2018.
Classification Uncertainty of Deep Neural Networks Based on Gradient Information
Philipp Oberdiek, Matthias Rottmann and Hanno Gottschalk
8th IAPR TC 3 Workshop on Artificial Neural Networks for Pattern Recognition (ANNPR 2018), Siena, Italy, 2018.
Learning Attribute Representation for Human Activity Recognition
Fernando Moya Rueda and Gernot A. Fink
Proc. Int. Conf. on Pattern Recognition, pages 523-528, Bejing, China, 2018.
A Probabilistic Retrieval Model for Word Spotting Based on Direct Attribute Prediction
Eugen Rusakov, Leonard Rothacker, Hynuho Mo and Gernot A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, Niagara Falls, USA, 2018, Winner of the IAPR Best Student Paper Award.
Deep Learning for Word Spotting
Gernot A. Fink
Tutorial presented at
Int. Conf. on Frontiers in Handwriting Recognition (ICFHR), Niagara Falls, USA, 2018.
Deep Attribute Learning
Gernot A. Fink
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, 2018.
Bag-of-Features Methods for Acoustic Event Detection and Classification
Rene Grzeszick, Axel Plinge and Gernot A. Fink
IEEE/ACM Trans. Audio, Speech and Language Processing, 25(6), pages 1242-1252, 2017.
Passive online geometry calibration of acoustic sensor networks
Axel Plinge, Gernot A. Fink and Sharon Gannot
IEEE Signal Processing Letters, 24(3), 2017.
Weakly-Supervised Localization of Diabetic Retinopathy Lesions in Retinal Fundus Images
Waleed M. Gondal, Jan M. Koehler, Rene Grzeszick, Gernot A. Fink and Michael Hirsch
Proc. IEEE Intl. Conf. on Image Processing, 2017.
Zero-shot object prediction using semantic scene knowledge
Rene Grzeszick and Gernot A. Fink
Proc. International Conference on Computer Vision Theory and Applications (VISAPP), 2017.
Optimistic and Pessimistic Neural Networks for Object Recognition
Rene Grzeszick, Sebastian Sudholt and Gernot A. Fink
Proc. IEEE Intl. Conf. on Image Processing, 2017.
Deep Neural Network based Human Activity Recognition for the Order Picking Process
Rene Grzeszick, Jan Marius Lenk, Fernando Moya Rueda, Sascha Feldhorst, Michael ten Hompel and Gernot A. Fink
Proc. Int. Workshop on Sensor-based Activity Recognition and Interaction (iWOAR), Rostock, Germany, 2017, Winner of the iWOAR Best Paper Award.
Word Hypotheses for Segmentation-free Word Spotting in Historic Document Images
Leonard Rothacker, Sebastian Sudholt, Eugen Rusakov, Matthias Kasperidus and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, Kyoto, Japan, 2017.
Neuron Pruning for Compressing Deep Networks using Maxout Architectures
Fernando Moya Rueda, Rene Grzeszick and Gernot A. Fink
Proc. 39th German Conf. Pattern Recognition, Basel, Switzerland, 2017.
Query-by-Online Word Spotting Revisited: Using CNNs for Cross-Domain Retrieval
Sebastian Sudholt, Leonard Rothacker and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, Kyoto, Japan, 2017.
Evaluating Word String Embeddings and Loss Functions for CNN-based Word Spotting
Sebastian Sudholt and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, Kyoto, Japan, 2017.
From Weakly Supervised Object Localization to Semantic Segmentation by Probabilistic Image Modeling
Thorsten Wilhelm, Rene Grzeszick, Gernot A. Fink and Christian Woehler
Proc. Int. Conf. on Digital Image Computing: Techniques and Applications (DICTA), 2017.
Word Spotting: From Bag-of-Features to Deep Learning
Gernot A. Fink and Sebastian Sudholt
Tutorial presented at
Int. Conf. on Document Analysis and Recognition (ICDAR), Kyoto, Japan, 2017.
Wordspotting in historischen Dokumenten
Gernot A. Fink
Lecture (invited) presented at
Workshop ``Grundlagen der Familienforschung'',
Martin-Opitz-Bibliothek, Herne, 2017.
Word Spotting: From Bag-of-Features to Deep Learning
Gernot A. Fink and Sebastian Sudholt
Tutorial (invited) presented at
IAPR Summer School on Document Analysis, Jaipur, India, 2017.
Open-vocabulary recognition of machine-printed Arabic text using hidden Markov models
Irfan Ahmad, Sabri A. Mahmoud and Gernot A. Fink
Pattern Recognition, 51, pages 97-111, 2016.
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Axel Plinge, Florian Jacob, Reinhold Haeb-Umbach and Gernot A. Fink | |
Class-Based Contextual Modeling for Handwritten Arabic Text Recognition
Irfan Ahmad and Gernot A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, Shenzhen, China, 2016.
Motion Classification for Analyzing the Order Picking Process Using Mobile Sensors
Sascha Feldhorst, Mojtaba Masoudinejad, Michael ten Hompel and Gernot A. Fink
Proc. Int. Conf. Pattern Recognition Applications and Methods (ICPRAM), Rome, Italy, 2016.
Rene Grzeszick, Sascha Feldhorst, Christian Mosblech, Michael ten Hompel and Gernot A. Fink
Proc. 12. Fachkolloquium der WGTL, 2016.
Bag-of-Features Acoustic Event Detection for Sensor Networks
Julian Kürby, Rene Grzeszick, Axel Plinge and Gernot A. Fink
Detection and Classification of Acoustic Scenes and Events (DCASE) Workshop, pages 55-59, Budapest, Hungary, 2016.
Multi-microphone Speech Enhancement Informed by Auditory Scene Analysis
Axel Plinge and Sharon Gannot
Sensor Array and Multichannel Signal Processing Workshop, Rio de Janeiro, Brazil, 2016.
Robust Output Modeling in Bag-of-Features HMMs for Handwriting Recognition
Leonard Rothacker and Gernot A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, Shenzhen, China, 2016.
PHOCNet: A Deep Convolutional Neural Network for Word Spotting in Handwritten Documents
Sebastian Sudholt and Gernot A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, Shenzhen, China, 2016, Winner of the IAPR Best Paper Award.
Word Spotting in Historical Document Collections with Online-Handwritten Queries
Christian Wieprecht, Leonard Rothacker and Gernot A. Fink
Proc. IAPR Int. Workshop on Document Analysis Systems, Santorini, Greece, 2016.
An Iterative Partitioning-based Method for Semi-supervised Annotation Learning in Image Collections
Rene Grzeszick and Gernot A. Fink
International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), 2015.
Camera-Based Whiteboard Reading for Understanding Mind Maps
Szilárd Vajda, Thomas Plötz and Gernot A. Fink
Int. Journal of Pattern Recognition and Artificial Intelligence, 29(3), 2015.
Multi-stage HMM based Arabic text recognition with rescoring
Irfan Ahmad and Gernot A. Fink
2015 13th International Conference on Document Analysis and Recognition (ICDAR), pages 751-755, 2015.
Training an Arabic handwriting recognizer without a handwritten training data set
Irfan Ahmad and Gernot A. Fink
2015 13th International Conference on Document Analysis and Recognition (ICDAR), pages 476-480, 2015.
Temporal Acoustic Words for Online Acoustic Event Detection
Rene Grzeszick, Axel Plinge and Gernot A. Fink
Proc. 37th German Conf. Pattern Recognition, Aachen, Germany, 2015.
Segmentation-free Query-by-String Word Spotting with Bag-of-Features HMMs
Leonard Rothacker and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, Nancy, France, 2015.
Retrieving Cuneiform Structures in a Segmentation-free Word Spotting Framework
Leonard Rothacker, Denis Fisseler, Gerfrid G.W. Müller, Frank Weichert and Gernot A. Fink
Proc. of the Int. Workshop on Historical Document Imaging and Processing, Nancy, France, 2015.
On the Influence of Superpixel Methods for Image Parsing
Johann Strassburg, Rene Grzeszick, Leonard Rothacker and Gernot A. Fink
Proc. International Conference on Computer Vision Theory and Applications (VISAPP), 2015.
A Modified Isomap Approach to Manifold Learning in Word Spotting
Sebastian Sudholt and Gernot A. Fink
Proc. 37th German Conference on Pattern Recognition, Aachen, Germany, 2015.
Learning Local Image Descriptors for Word Spotting
Sebastian Sudholt, Leonard Rothacker and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, Nancy, France, 2015.
A Traveller's Guide to the PhD
Gernot A. Fink
Lecture presented at the Doctoral Consortium of the
Int. Conf. on Document Analysis and Recognition (ICDAR 2015 DC),
Nancy, France, 2015.
Statistical Models for Wordspotting
Gernot A. Fink
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, 2015.
Markov Models for Pattern Recognition, From Theory to Applications Gernot A. Fink |  |
KHATT: An Open Arabic Offline Handwritten Text Database
Sabri A. Mahmoud, Irfan Ahmad, Wasfi G. Al-Khatib, Mohammad Alshayeb, Mohammad Tanvir Parvez, Volker Märgner and Gernot A. Fink
Pattern Recognition, Special Issue on Handwriting Recognition, 47(3), pages 1096 - 1112, 2014.
Semi-Supervised Learning for Character Recognition in Historical Archive Documents
Jan Richarz, Szilard Vajda, Rene Grzeszick and Gernot A. Fink
Pattern Recognition, 47(3), pages 1011 - 1020, 2014, Special Issue on Handwriting Recognition.
A Two-Stage Approach to Segmentation-Free Query-by-Example Word Spotting
Leonard Rothacker, Marcal Rusinol, Josep Llados and Gernot A. Fink
manuscript cultures, 1(7), pages 47-57, 2014.
Improvements in Sub-character HMM Model Based Arabic Text Recognition
Irfan Ahmad, Gernot A. Fink and Sabri A. Mahmoud
2014 14th International Conference on Frontiers in Handwriting Recognition, pages 537-542, Crete, 2014.
Grouping Historical Postcards Using Query-by-Example Word Spotting
Gernot A. Fink, Leonard Rothacker and Rene Grzeszick
Proc. Int. Conf. on Frontiers in Handwriting Recognition, Crete, Greece, 2014.
Recognizing Scene Categories of Historical Postcards
Rene Grzeszick and Gernot A. Fink
Proc. 36th German Conference on Pattern Recognition, Muenster, Germany, 2014.
Toward Object Recognition with Proto-Objects and Proto-Scenes
Fabian Nasse, Rene Grzeszick and Gernot A. Fink
Proc. 9th International Conference on Computer Vision Theory and Applications (VISAPP), 2014.
Multi-Speaker Tracking using Multiple Distributed Microphone Arrays
Axel Plinge and Gernot A. Fink
Proc. Int. Conf. on Acoustics, Speech and Signal Processing, 2014.
A Bag-of-Features Approach to Acoustic Event Detection
Axel Plinge, Rene Grzeszick and Gernot A. Fink
Proc. Int. Conf. on Acoustics, Speech and Signal Processing, 2014.
Geometry Calibration of Distributed Microphone Arrays Exploiting Audio-Visual Correspondences
Axel Plinge and Gernot A. Fink
Proc. European Signal Processing Conf., Lisbon, Portugal, 2014.
Geometry Calibration of Multiple Microphone Arrays in Highly Reverberant Environments
Axel Plinge and Gernot A. Fink
International Workshop on Acoustic Signal Enhancement, Antibes -- Juan les Pins, France, 2014.
Kernel Density Estimation for Post Recognition Score Analysis
Sebastian Sudholt, Leonard Rothacker and Gernot A. Fink
Proc. 36th German Conference on Pattern Recognition, Muenster, Germany, 2014.
Statistical Models for Handwriting Recognition and Retrieval
Gernot A. Fink and Leonard Rothacker
Tutorial (invited) presented at Int. Conf. on Frontiers in Handwriting Recognition,
Crete, Greece, 2014.
Reproducibility of NMR analysis of urine samples: impact of sample preparation, storage conditions and animal health status
Christina Schreier, Werner Kremer, Fritz Huber, Sindy Neumann, Philipp Pagel, Kai Lienemann and Sabine Pestel
BioMed Research International, 2013.
Novel Sub-character HMM Models for Arabic Text Recognition
Irfan Ahmad, Leonard Rothacker, Gernot A. Fink and Sabri A. Mahmoud
2013 12th International Conference on Document Analysis and Recognition, pages 658-662, Washington DC, 2013.
Bag-of-Features Representations using Spatial Visual Vocabularies for Object Classification
Rene Grzeszick, Leonard Rothacker and Gernot A. Fink
Proc. IEEE Intl. Conf. on Image Processing, Melbourne, Australia, 2013.
Statistical Modeling of the Relation between Characters and Diacritics in Lampung Script
Akmal Junaidi, Rene Grzeszick, Sizilard Vadja and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, Washington DC, USA, 2013.
Online Multi-Speaker Tracking Using Multiple Microphone Arrays Informed by Auditory Scene Analysis
Axel Plinge and Gernot A. Fink
European Signal Processing Conference (EUSIPCO), Marrakesh, Morocco, 2013.
Bag-of-Features HMMs for Segmentation-Free Word Spotting in Handwritten Documents
Leonard Rothacker, Marcal Rusinol and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, Washington DC, USA, 2013.
Bag-of-Features HMMs for Segmentation-Free Bangla Word Spotting
Leonard Rothacker, Gernot A. Fink, Purnendu Banerjee, Ujjwal Bhattacharya and Bidyut B. Chaudhuri
International Workshop on Multilingual OCR (MOCR), Washington DC, USA, 2013.
Hanno Jaspers, Boris Schauerte and Gernot A. Fink
Proc. Int. Conf. on Pattern Recognition Applications and Methods, Vilamoura, Portugal, 2012.
KHATT: Arabic Offline Handwritten Text Database
Sabri A. Mahmoud, Irfan Ahmad, Mohammad Alshayeb, Wasfi G. Al-Khatib, Mohammad Tanvir Parvez, Gernot A. Fink, Volker Märgner and Haikal El Abed
Proc. Int. Conf. on Frontiers in Handwriting Recognition, pages 449-454, Bari, Italy, 2012.
A Bottom-up Approach for Learning Visual Object Detection Models from Unreliable Sources
Fabian Nasse and Gernot A. Fink
Pattern Recognition: 34th DAGM-Symposium Graz, pages 488-497, Berlin, 2012.
Reverberation-Robust Online Multi-Speaker Tracking by using a Microphone Array and CASA Processing
Axel Plinge, Marius H. Hennecke and Gernot A. Fink
Proc. 13th International Workshop on Acoustic Signal Enhancement
(IWAENC), Aachen, Germany, 2012.
Jan Richarz, Szilard Vajda and Gernot A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, Bari, Italy, 2012.
Towards semi-supervised transcription of handwritten historical weather reports
Jan Richarz, Szilard Vajda and Gernot A. Fink
Proc. IAPR Int. Workshop on Document Analysis Systems, Gold Coast, Queensland, Australia, 2012.
Bag-of-Features Representations for Offline Handwriting Recognition Applied to Arabic Script
Leonard Rothacker, Szilard Vajda and Gernot A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, Bari, Italy, 2012.
Active Learning of Ensemble Classifiers for Gesture Recognition
J. Schumacher, D. Sakic, G. A. A. and
Fink Grumpe and C. Wöhler
Pattern Recognition: 34th DAGM-Symposium Graz, 2012.
A Method for Camera-Based Interactive Whiteboard Reading
Szilard Vajda, Leonard Rothacker and Gernot A. Fink
Camera-Based Document Analysis and Recognition - 4th International Workshop,
CBDAR 2011, Beijing, China, September 22, 2011, Revised Selected Papers, 2012.
Markov Models for Handwriting Recognition
Gernot A. Fink
Tutorial (invited) presented at Int. Workshop on Document Analysis Systems,
Gold Coast, Australia, 2012.
Markov Models for Handwriting Recognition Thomas Plötz and Gernot A. Fink |  |
Visual recognition of 3D emblematic gestures in an HMM framework
J. Richarz and G. A. Fink
Journal of Ambient Intelligence and Smart Environments, Thematic
Issue on Computer Vision for Ambient
Intelligence, 3(3), pages 193-211, 2011.
Towards Acoustic Self-Localization of Ad Hoc Smartphone Arrays
Marius H. Hennecke and Gernot A. Fink
Hands-Free Speech Communication and Microphone Arrays, pages 127-132, Edinburgh, UK, 2011.
IllumiSense: Context Sensitive Illumination
Marius H. Hennecke, Christian Kleine-Cosack and Gernot
A. Fink
Hands-Free Speech Communication and Microphone Arrays, pages 156-157, Edinburgh, UK, 2011.
Lampung - A New Handwritten Character Benchmark: Database, Labeling and Recognition
A. Junaidi, S. Vajda and G. A. Fink
International Workshop on Multilingual OCR (MOCR), pages 105-112, Beijing, China, 2011.
Axel Plinge, Daniel Hauschildt, Marius H. Hennecke and Gernot A. Fink
Proc. Int. Conf. on Acoustics, Speech and Signal Processing, Prague, Czech Republic, 2011.
Unsupervised Geometry Calibration of Acoustic Sensor Networks using Source Correspondences
J. Schmalenstroer, F. Jacob, R. Haeb-Umbach, M. H. Hennecke and G. A. Fink
Interspeech, Florence, Italy, 2011.
A New Method for Combined Face Detection And Identification Using Interest Point Descriptors
S. Stein and G. A. Fink
Proc. Int. Conf. Automatic Face and Gesture Recognition, pages 519-524, Santa Barbara, California, 2011.
A Semi-Supervised Ensemble Learning Approach for Character Labeling with Minimal Human Effort
S. Vajda, A. Junaidi and G. A. Fink
International Conference on Document Analysis and Recognition, pages 259-263, Beijing, China, 2011.
A Camera-Based Interactive Whiteboard Reading System
S. Vajda, L. Rothacker and G. A. Fink
International Workshop on Camera-Based Document Analysis and Recognition, pages 91-96, Beijing, China, 2011.
Build Your Own Handwriting Recognizer
Gernot A. Fink and Szilárd Vajda
Tutorial presented at Int. Conf. on Document Analysis and Recognition,
Bejing, China, 2011.
Online Bangla Word Recognition Using Sub-Stroke Level Features and Hidden Markov Models
G. A. Fink, S. Vajda, U. Bhattacharya, Parui S. and B. B. Chaudhuri
Proc. Int. Conf. on Frontiers in Handwriting Recognition, pages 393-398, Kolkata, India, 2010.
Towards Feature Learning for HMM-based Offline Handwriting Recognition
N. Y. Hammerla, T. Plötz, S. Vajda and G. A. Fink
Int. Workshop on Frontiers of Arabic Handwriting Recognition, Istanbul, Turkey, 2010.
Robust Multichannel Acoustic Time Delay Estimation in Reverberant Environments
M. H. Hennecke and G. A. Fink
9. ITG Fachtagung Sprachkommunikation, Bochum, Germany, 2010.
Exploiting Acoustic Source Localization for Context Classification in Smart Environments
C. Kleine-Cosack, M. H. Hennecke, S. Vajda and G.
A. Fink
Ambient Intelligence, pages 157-166, 2010.
Robust Neuro-Fuzzy Speaker Localization Using a Circular Microphone Array
Axel Plinge, Marius H. Hennecke and Gernot A. Fink
Proc. 12th International Workshop on Acoustic Echo and Noise Control
(IWAENC), Tel Aviv, Israel, 2010.
Feature Representations for the Recognition of 3D Emblematic Gestures
J. Richarz and G. A. Fink
Proc. Int. Workshop on Human Behavior Understanding, in conjunction
with 20th Int. Conf. on Pattern Recognition, 2010.
Focusing Computational Visual Attention in Multi-Modal Human-Robot Interaction
B. Schauerte and G. A. Fink
Proceedings of the 12th International Conference on Multimodal Interfaces
and 7th Workshop on Machine Learning for Multimodal Interaction (ICMI-MLMI), Beijing, China, 2010.
Web-based Learning of Naturalized Color Models for Human-Machine Interaction
B. Schauerte and G. A. Fink
Proc. Int. Conf. on Digital Image Computing: Techniques and Applications
(DICTA), Sydney, Australia, 2010.
Saliency-based Identification and Recognition of Pointed-at Objects
B. Schauerte, J. Richarz and G. A. Fink
IEEE/RSJ Int. Conf. on Intelligent Robots and Systems, Taipei, Taiwan, 2010.
Exploring Pattern Selection Strategies for Fast Neural Network Training
S. Vajda and G. A. Fink
Proc. Int. Conf. on Pattern Recognition, pages 2913-2916, Istanbul, Turkey, 2010.
Strategies for Training Robust Neural Network Based Digit Recognizers on Unbalanced Data Sets
S. Vajda and G. A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, pages 148-153, Kolkata, India, 2010.
Markov Models for Handwriting Recognition
Gernot A. Fink
Tutorial (invited) presented at Int. Conf. on Frontiers in Handwriting Recognition,
Kolkata, India, 2010.
Markov Models for Offline Handwriting Recognition: A Survey
Thomas Plötz and Gernot A. Fink
Int. Journal on Document Analysis and Recognition, 12(4), pages 269-298, 2009.
Layout Analysis for Camera-Based Whiteboard Notes
S. Vajda, T Plötz and G. A. Fink
Journal of Universal Computer Science, 15(18), pages 3307-3324, 2009.
A Hierarchical Approach to Unsupervised Shape Calibration of Microphone Array Networks
M. Hennecke, T Plötz, G. A. Fink, J. Schmalenströer and R. Häb-Umbach
Proc. 2009 IEEE Workshop on Stat. Signal Proc., pages 257-260, Cardiff, Wales, UK, 2009.
Stacking for Ensembles of Local Experts in Metabonomic Applications
Kai Lienemann, Thomas Plötz and Gernot A. Fink
Multiple Classifier Systems, pages 498-508, 2009.
Face Detection Using GPU-based Convolutional Neural Networks
Fabian Nasse, Christian Thurau and Gernot A. Fink
Proc. Int. Conf. on Computer Analysis of Images and Patterns, Münster, 2009.
A Multi-Modal Attention System for Smart Environments
Boris Schauerte, Thomas Plötz and Gernot A. Fink
Proc. Int. Conf. on Computer Vision Systems, Liege, Belgium, 2009.
Multi-Modal and Multi-Camera Attention in Smart Environments
B. Schauerte, J. Richarz, T. Plötz, C. Thurau and G.
A. Fink
Proc. Int. Conf. Multimodal Interfaces and Workshop on Machine Learning
for Multi-modal Interaction (ICMI-MLMI), pages 261-268, Cambridge, MA, USA, 2009.
Camera-Based Analysis of Whiteboard Notes
S. Vajda, T. Ramforth, T Plötz and G. A. Fink
3rd Int. Workshop on Camera-Based Document Analysis and Recognition, pages 42-49, Barcelona, Spain, 2009.
Markov Models for Pattern Recognition, From Theory to Applications Gernot A. Fink |  |
Developing Pattern Recognition Systems Based on Markov Models: The ESMERALDA Framework
G. A. Fink and T. Plötz
Pattern Recognition and Image Analysis, 18(2), pages 207-215, 2008.
NMR-based urine analysis in rats: Prediction of proximal tubule kidney toxicity and phospholipidosis
K. Lienemann, T. Plötz and S. Pestel
Journal of Pharmacologial and Toxicological Methods, 58(1), pages 41-49, 2008.
T. Plötz, J. Richarz and G. A. Fink
Pattern Recognition and Image Analysis, 18(3), pages 417-430, 2008.
Towards a Human Centered Infrastructure for KNX enabled Intelligent Environments
C. Kleine-Cosack, T. Plötz and G. A. Fink
Proc. KNX Scientific Conference, 2008.
Automatic Classification of NMR Spectra by Ensembles of Local Experts
Kai Lienemann, Thomas Plötz and Gernot A. Fink
Structural, Syntactic, and Statistical Pattern Recognition, pages 790-800, 2008.
K. Lienemann, T. Plötz and G. A. Fink
Proc. Int. Conf. on Pattern Recognition, Tampa, Florida, 2008, WeAT8.4.
Calibration-free Camera Hand-Over for Fast and Reliable Person Tracking in Multi-Camera Setups
B. Möller, T. Plötz and G. A. Fink
Proc. Int. Conf. on Pattern Recognition, Tampa, Florida, 2008, TuAT9.19.
T. Plötz and G. A. Fink
Proc. Joint Workshop on Hands-free Speech Communication and Microphone
Arrays, pages 156-159, Trento, Italy, 2008.
Towards Human Centered Ambient Intelligence
T. Plötz, C. Kleine-Cosack and G. A. Fink
Proc. European Conference on Ambient Intelligence, pages 26-43, 2008.
Camera-based Whiteboard Reading: New Approaches to a Challenging Task
T. Plötz, C. Thurau and G. A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, pages 385-390, Montreal, Canada, 2008.
J. Richarz, T. Plötz and G. A. Fink
Proc. Int. Conf. on Pattern Recognition, Tampa, Florida, 2008, TuBCT8.7.
ESMERALDA: A Development Environment for HMM-Based Pattern Recognition Systems
G. A. Fink and T. Plötz
Proc. 7th Open German/Russian Workshop on Pattern Recognition and
Image Understanding (OGRW 2007), Ettlingen, Germany, 2007.
On the Use of Context-Dependent Modelling Units for HMM-Based Offline Handwriting Recognition
G. A. Fink and T. Plötz
Proc. Int. Conf. on Document Analysis and Recognition, pages 729-733, Curitiba, Brazil, 2007.
Evaluating Ubiquitous Systems with Users
C. Kray, L. B. Larsen, P. Olivier, M. Biemans, A. van
Bunningen, M. Fetter, T. Jay, V.-J. Khan, G. Leitner, I. Mulder, J. Müller, T. Plötz and I. Lopez
de Vallejo
Constructing Ambient Intelligence AmI 2007 Workshop Proceedings, pages 63-74, 2007.
K. Lienemann, T. Plötz and G. A. Fink
MCS 2007, pages 42-51, Heidelberg, Germany, 2007.
T. Plötz and G. A. Fink
Proc. 4th Int. Workshop on Natural Language Processing and Cognitive
Science, Funchal, Portugal, 2007.
Detecting Hands in Video Images Using Scale Invariant Local Descriptors.
J. Richarz, T. Plötz and G. A. Fink
Proc. IASTED Int. Conf. on Visualization, Imaging and Image Processing
(VIIP 2007), pages 259-264, Palma de Mallorca, Spain, 2007.
Integration of Structural and Color Cues for Robust Hand Detection in Video Images.
J. Richarz, T. Plötz and G. A. Fink
Proc. 7th Open German/Russian Workshop on Pattern Recognition and
Image Understanding (OGRW 2007), Ettlingen, Germany, 2007.
Markov Models for Handwriting Recognition
Gernot A. Fink and Thomas Plötz
Tutorial presented at Int. Conf. on Document Analysis and Recognition,
Curitiba, Brazil, 2007.
Gernot A. Fink and Thomas Plötz
Proc. Int. Workshop on Frontiers in Handwriting Recognition, pages 429-434, La Baule, France, 2006.
Automatic Detection of Song Changes in Music Mixes Using Stochastic Models
Thomas Plötz, Gernot A.\ Fink, Peter Husemann, Sven
Kanies, Kai Lienemann, Tobias Marschall, Marcel Martin and
Lars Schillingmann, Matthias Steinrücken and Henner Sudek
Proc. Int. Conf. on Pattern Recognition, pages 665-668, 2006.