| 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 and earlier |
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. [bib] [http]
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, 2020, To appear. [bib]
Towards Tackling Multi-Label Imbalances in Remote Sensing Imagery
Dominik Kossmann, Thorsten Wilhelm and Gernot A. Fink Proc. Int. Conf. on Pattern Recognition, Milan, Italy, 2020, To appear. [bib]
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, To appear. [bib] [pdf] [http]
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. [bib] [http]
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, 2020, To appear. [bib]
Fabian Wolf and Gernot A. Fink Proc. Int. Workshop on Document Analysis Systems, Wuhan, China, 2020, Winner of the Nakano Best Paper Award. [bib] [pdf] [http]
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, 2020, To appear. [bib] [pdf]
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. [bib] [http]
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. [bib] [http]
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. Müller Proc. of the Int. Workshop on Historical Document Imaging and Processing, Sydney, NSW, Australia, 2019. [bib] [http]
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. [bib] [http]
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. [bib] [pdf] [http]
Word Spotting in the Era of Deep Learning
Gernot A. Fink Tutorial (invited) presented at École Pratique des Hautes Études, Paris, France, 2019. [bib] [pdf] [Supplementary Material]
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. [bib] [http]
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. [bib] [pdf] [http] [view]
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. [bib] [pdf]
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. [bib] [pdf] [http]
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. [bib] [pdf] [http]
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. [bib] [pdf]
Deep Learning for Word Spotting
Gernot A. Fink Tutorial presented at Int. Conf. on Frontiers in Handwriting Recognition (ICFHR), Niagara Falls, USA, 2018. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [http]
Passive online geometry calibration of acoustic sensor networks
Axel Plinge, Gernot A. Fink and Sharon Gannot IEEE Signal Processing Letters, 24(3), 2017. [bib] [appendix] [code] [demo]
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. [bib] [arXiv]
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. [bib] [pdf] [data] [arXiv]
Optimistic and Pessimistic Neural Networks for Object Recognition
Rene Grzeszick, Sebastian Sudholt and Gernot A. Fink Proc. IEEE Intl. Conf. on Image Processing, 2017. [bib] [pdf] [arXiv]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf] [http]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib]
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. [bib] [pdf] [Supplementary Material]
Wordspotting in historischen Dokumenten
Gernot A. Fink Lecture (invited) presented at Workshop ``Grundlagen der Familienforschung'', Martin-Opitz-Bibliothek, Herne, 2017. [bib] [pdf]
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. [bib] [pdf] [Supplementary Material]
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. [bib] [pdf] [http]
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Axel Plinge, Florian Jacob, Reinhold Haeb-Umbach and Gernot A. Fink IEEE Signal Processing Magazine, 33(4), pages 14-29, 2016. [bib] [http] [code] |  |
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. [bib] [pdf]
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. [bib]
Rene Grzeszick, Sascha Feldhorst, Christian Mosblech, Michael ten Hompel and Gernot A. Fink Proc. 12. Fachkolloquium der WGTL, 2016. [bib] [http]
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. [bib] [pdf] [code] [data]
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. [bib] [pdf] [demo]
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. [bib] [pdf]
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. [bib] [pdf] [code]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib]
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. [bib] [pdf] [http]
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. [bib] [pdf] [http]
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. [bib] [pdf] [code]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
Markov Models for Pattern Recognition, From Theory to Applications |  |
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. [bib] [http]
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. [bib] [pdf] [http]
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. [bib] [http]
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. [bib] [pdf] [http]
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. [bib] [pdf]
Recognizing Scene Categories of Historical Postcards
Rene Grzeszick and Gernot A. Fink Proc. 36th German Conference on Pattern Recognition, Muenster, Germany, 2014. [bib] [pdf]
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. [bib] [pdf]
Multi-Speaker Tracking using Multiple Distributed Microphone Arrays
Axel Plinge and Gernot A. Fink Proc. Int. Conf. on Acoustics, Speech and Signal Processing, 2014. [bib] [pdf] [demo]
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. [bib] [pdf] [code] [data] [demo]
Geometry Calibration of Distributed Microphone Arrays Exploiting Audio-Visual Correspondences
Axel Plinge and Gernot A. Fink Proc. European Signal Processing Conf., Lisbon, Portugal, 2014. [bib] [pdf] [demo]
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. [bib] [pdf] [code]
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. [bib]
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. [bib] [pdf] [http]
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. [bib] [http]
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. [bib] [pdf] [http]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
Hanno Jaspers, Boris Schauerte and Gernot A. Fink Proc. Int. Conf. on Pattern Recognition Applications and Methods, Vilamoura, Portugal, 2012. [bib]
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. [bib]
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. [bib]
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. [bib] [pdf] [data] [demo]
Jan Richarz, Szilard Vajda and Gernot A. Fink Proc. Int. Conf. on Frontiers in Handwriting Recognition, Bari, Italy, 2012. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib]
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. [bib] [pdf]
Markov Models for Handwriting Recognition
Gernot A. Fink Tutorial (invited) presented at Int. Workshop on Document Analysis Systems, Gold Coast, Australia, 2012. [bib] [pdf] [http]
Markov Models for Handwriting Recognition Thomas Plötz and Gernot A. Fink Springer, 2011. [bib] [http] |  |
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. [bib] [pdf] [http]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf] [http]
Axel Plinge, Daniel Hauschildt, Marius H. Hennecke and Gernot A. Fink Proc. Int. Conf. on Acoustics, Speech and Signal Processing, Prague, Czech Republic, 2011. [bib] [pdf] [data]
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. [bib]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
Build Your Own Handwriting Recognizer
Gernot A. Fink and Szilárd Vajda Tutorial presented at Int. Conf. on Document Analysis and Recognition, Bejing, China, 2011. [bib] [pdf]
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. [bib]
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. [bib] [pdf]
Robust Multichannel Acoustic Time Delay Estimation in Reverberant Environments
M. H. Hennecke and G. A. Fink 9. ITG Fachtagung Sprachkommunikation, Bochum, Germany, 2010. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib]
Markov Models for Handwriting Recognition
Gernot A. Fink Tutorial (invited) presented at Int. Conf. on Frontiers in Handwriting Recognition, Kolkata, India, 2010. [bib] [pdf]
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. [bib] [http]
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. [bib] [http]
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. [bib] [pdf]
Stacking for Ensembles of Local Experts in Metabonomic Applications
Kai Lienemann, Thomas Plötz and Gernot A. Fink Multiple Classifier Systems, pages 498-508, 2009. [bib] [pdf]
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. [bib] [pdf]
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. [bib]
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. [bib] [pdf]
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. [bib] [pdf] [http]
Markov Models for Pattern Recognition, From Theory to Applications |  |
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. [bib] [pdf] [http]
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. [bib] [pdf]
T. Plötz, J. Richarz and G. A. Fink Pattern Recognition and Image Analysis, 18(3), pages 417-430, 2008. [bib] [pdf] [http]
Towards a Human Centered Infrastructure for KNX enabled Intelligent Environments
C. Kleine-Cosack, T. Plötz and G. A. Fink Proc. KNX Scientific Conference, 2008. [bib] [pdf]
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. [bib] [pdf]
K. Lienemann, T. Plötz and G. A. Fink Proc. Int. Conf. on Pattern Recognition, Tampa, Florida, 2008, WeAT8.4. [bib] [pdf]
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. [bib]
T. Plötz and G. A. Fink Proc. Joint Workshop on Hands-free Speech Communication and Microphone Arrays, pages 156-159, Trento, Italy, 2008. [bib] [pdf]
Towards Human Centered Ambient Intelligence
T. Plötz, C. Kleine-Cosack and G. A. Fink Proc. European Conference on Ambient Intelligence, pages 26-43, 2008. [bib] [pdf] [http]
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. [bib] [pdf]
J. Richarz, T. Plötz and G. A. Fink Proc. Int. Conf. on Pattern Recognition, Tampa, Florida, 2008, TuBCT8.7. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
K. Lienemann, T. Plötz and G. A. Fink MCS 2007, pages 42-51, Heidelberg, Germany, 2007. [bib] [pdf]
T. Plötz and G. A. Fink Proc. 4th Int. Workshop on Natural Language Processing and Cognitive Science, Funchal, Portugal, 2007. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
Markov Models for Handwriting Recognition
Gernot A. Fink and Thomas Plötz Tutorial presented at Int. Conf. on Document Analysis and Recognition, Curitiba, Brazil, 2007. [bib] [pdf]
Gernot A. Fink and Thomas Plötz Proc. Int. Workshop on Frontiers in Handwriting Recognition, pages 429-434, La Baule, France, 2006. [bib] [pdf] [http]
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. [bib] [pdf]
| 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 and earlier |
| 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 and earlier |
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. [bib] [http]
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, 2020, To appear. [bib]
Towards Tackling Multi-Label Imbalances in Remote Sensing Imagery
Dominik Kossmann, Thorsten Wilhelm and Gernot A. Fink Proc. Int. Conf. on Pattern Recognition, Milan, Italy, 2020, To appear. [bib]
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, To appear. [bib] [pdf] [http]
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. [bib] [http]
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, 2020, To appear. [bib]
Fabian Wolf and Gernot A. Fink Proc. Int. Workshop on Document Analysis Systems, Wuhan, China, 2020, Winner of the Nakano Best Paper Award. [bib] [pdf] [http]
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, 2020, To appear. [bib] [pdf]
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. [bib] [http]
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. [bib] [http]
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. Müller Proc. of the Int. Workshop on Historical Document Imaging and Processing, Sydney, NSW, Australia, 2019. [bib] [http]
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. [bib] [http]
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. [bib] [pdf] [http]
Word Spotting in the Era of Deep Learning
Gernot A. Fink Tutorial (invited) presented at École Pratique des Hautes Études, Paris, France, 2019. [bib] [pdf] [Supplementary Material]
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. [bib] [http]
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. [bib] [pdf] [http] [view]
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. [bib] [pdf]
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. [bib] [pdf] [http]
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. [bib] [pdf] [http]
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. [bib] [pdf]
Deep Learning for Word Spotting
Gernot A. Fink Tutorial presented at Int. Conf. on Frontiers in Handwriting Recognition (ICFHR), Niagara Falls, USA, 2018. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [http]
Passive online geometry calibration of acoustic sensor networks
Axel Plinge, Gernot A. Fink and Sharon Gannot IEEE Signal Processing Letters, 24(3), 2017. [bib] [appendix] [code] [demo]
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. [bib] [arXiv]
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. [bib] [pdf] [data] [arXiv]
Optimistic and Pessimistic Neural Networks for Object Recognition
Rene Grzeszick, Sebastian Sudholt and Gernot A. Fink Proc. IEEE Intl. Conf. on Image Processing, 2017. [bib] [pdf] [arXiv]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf] [http]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib]
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. [bib] [pdf] [Supplementary Material]
Wordspotting in historischen Dokumenten
Gernot A. Fink Lecture (invited) presented at Workshop ``Grundlagen der Familienforschung'', Martin-Opitz-Bibliothek, Herne, 2017. [bib] [pdf]
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. [bib] [pdf] [Supplementary Material]
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. [bib] [pdf] [http]
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Axel Plinge, Florian Jacob, Reinhold Haeb-Umbach and Gernot A. Fink IEEE Signal Processing Magazine, 33(4), pages 14-29, 2016. [bib] [http] [code] | |
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. [bib] [pdf]
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. [bib]
Rene Grzeszick, Sascha Feldhorst, Christian Mosblech, Michael ten Hompel and Gernot A. Fink Proc. 12. Fachkolloquium der WGTL, 2016. [bib] [http]
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. [bib] [pdf] [code] [data]
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. [bib] [pdf] [demo]
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. [bib] [pdf]
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. [bib] [pdf] [code]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib]
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. [bib] [pdf] [http]
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. [bib] [pdf] [http]
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. [bib] [pdf] [code]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
Markov Models for Pattern Recognition, From Theory to Applications | |
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. [bib] [http]
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. [bib] [pdf] [http]
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. [bib] [http]
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. [bib] [pdf] [http]
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. [bib] [pdf]
Recognizing Scene Categories of Historical Postcards
Rene Grzeszick and Gernot A. Fink Proc. 36th German Conference on Pattern Recognition, Muenster, Germany, 2014. [bib] [pdf]
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. [bib] [pdf]
Multi-Speaker Tracking using Multiple Distributed Microphone Arrays
Axel Plinge and Gernot A. Fink Proc. Int. Conf. on Acoustics, Speech and Signal Processing, 2014. [bib] [pdf] [demo]
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. [bib] [pdf] [code] [data] [demo]
Geometry Calibration of Distributed Microphone Arrays Exploiting Audio-Visual Correspondences
Axel Plinge and Gernot A. Fink Proc. European Signal Processing Conf., Lisbon, Portugal, 2014. [bib] [pdf] [demo]
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. [bib] [pdf] [code]
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. [bib]
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. [bib] [pdf] [http]
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. [bib] [http]
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. [bib] [pdf] [http]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
Hanno Jaspers, Boris Schauerte and Gernot A. Fink Proc. Int. Conf. on Pattern Recognition Applications and Methods, Vilamoura, Portugal, 2012. [bib]
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. [bib]
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. [bib]
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. [bib] [pdf] [data] [demo]
Jan Richarz, Szilard Vajda and Gernot A. Fink Proc. Int. Conf. on Frontiers in Handwriting Recognition, Bari, Italy, 2012. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib]
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. [bib] [pdf]
Markov Models for Handwriting Recognition
Gernot A. Fink Tutorial (invited) presented at Int. Workshop on Document Analysis Systems, Gold Coast, Australia, 2012. [bib] [pdf] [http]
Markov Models for Handwriting Recognition Thomas Plötz and Gernot A. Fink Springer, 2011. [bib] [http] | |
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. [bib] [pdf] [http]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf] [http]
Axel Plinge, Daniel Hauschildt, Marius H. Hennecke and Gernot A. Fink Proc. Int. Conf. on Acoustics, Speech and Signal Processing, Prague, Czech Republic, 2011. [bib] [pdf] [data]
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. [bib]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
Build Your Own Handwriting Recognizer
Gernot A. Fink and Szilárd Vajda Tutorial presented at Int. Conf. on Document Analysis and Recognition, Bejing, China, 2011. [bib] [pdf]
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. [bib]
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. [bib] [pdf]
Robust Multichannel Acoustic Time Delay Estimation in Reverberant Environments
M. H. Hennecke and G. A. Fink 9. ITG Fachtagung Sprachkommunikation, Bochum, Germany, 2010. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib]
Markov Models for Handwriting Recognition
Gernot A. Fink Tutorial (invited) presented at Int. Conf. on Frontiers in Handwriting Recognition, Kolkata, India, 2010. [bib] [pdf]
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. [bib] [http]
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. [bib] [http]
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. [bib] [pdf]
Stacking for Ensembles of Local Experts in Metabonomic Applications
Kai Lienemann, Thomas Plötz and Gernot A. Fink Multiple Classifier Systems, pages 498-508, 2009. [bib] [pdf]
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. [bib] [pdf]
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. [bib]
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. [bib] [pdf]
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. [bib] [pdf] [http]
Markov Models for Pattern Recognition, From Theory to Applications | |
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. [bib] [pdf] [http]
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. [bib] [pdf]
T. Plötz, J. Richarz and G. A. Fink Pattern Recognition and Image Analysis, 18(3), pages 417-430, 2008. [bib] [pdf] [http]
Towards a Human Centered Infrastructure for KNX enabled Intelligent Environments
C. Kleine-Cosack, T. Plötz and G. A. Fink Proc. KNX Scientific Conference, 2008. [bib] [pdf]
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. [bib] [pdf]
K. Lienemann, T. Plötz and G. A. Fink Proc. Int. Conf. on Pattern Recognition, Tampa, Florida, 2008, WeAT8.4. [bib] [pdf]
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. [bib]
T. Plötz and G. A. Fink Proc. Joint Workshop on Hands-free Speech Communication and Microphone Arrays, pages 156-159, Trento, Italy, 2008. [bib] [pdf]
Towards Human Centered Ambient Intelligence
T. Plötz, C. Kleine-Cosack and G. A. Fink Proc. European Conference on Ambient Intelligence, pages 26-43, 2008. [bib] [pdf] [http]
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. [bib] [pdf]
J. Richarz, T. Plötz and G. A. Fink Proc. Int. Conf. on Pattern Recognition, Tampa, Florida, 2008, TuBCT8.7. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
K. Lienemann, T. Plötz and G. A. Fink MCS 2007, pages 42-51, Heidelberg, Germany, 2007. [bib] [pdf]
T. Plötz and G. A. Fink Proc. 4th Int. Workshop on Natural Language Processing and Cognitive Science, Funchal, Portugal, 2007. [bib] [pdf]
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. [bib] [pdf]
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. [bib] [pdf]
Markov Models for Handwriting Recognition
Gernot A. Fink and Thomas Plötz Tutorial presented at Int. Conf. on Document Analysis and Recognition, Curitiba, Brazil, 2007. [bib] [pdf]
Gernot A. Fink and Thomas Plötz Proc. Int. Workshop on Frontiers in Handwriting Recognition, pages 429-434, La Baule, France, 2006. [bib] [pdf] [http]
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. [bib] [pdf]
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