Gernot A. Fink
Orcid: 0000-0002-7446-7813Affiliations:
- TU Dortmund, Department of Computer Science
According to our database1,
Gernot A. Fink
authored at least 191 papers
between 1992 and 2023.
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Bibliography
2023
Editorial for special issue on "advanced topics in document analysis and recognition".
Int. J. Document Anal. Recognit., September, 2023
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023
Exploring Semantic Word Representations for Recognition-Free NLP on Handwritten Document Images.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023
2022
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022
UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022
Image Augmentations in Planetary Science: Implications in Self-Supervised Learning and Weakly-Supervised Segmentation on Mars.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Video-based Pose-Estimation Data as Source for Transfer Learning in Human Activity Recognition.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the Frontiers in Handwriting Recognition - 18th International Conference, 2022
Proceedings of the Frontiers in Handwriting Recognition - 18th International Conference, 2022
Proceedings of the Frontiers in Handwriting Recognition - 18th International Conference, 2022
Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022
2021
Int. J. Pattern Recognit. Artif. Intell., 2021
Guest Editorial: Special Issue: Computer Vision and Pattern Recognition (DAGM GCPR 2019).
Int. J. Comput. Vis., 2021
Human Activity Recognition using Attribute-Based Neural Networks and Context Information.
CoRR, 2021
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Design of an Artificial Neural Network Circuit for detecting Atrial Fibrillation in ECG Signals.
Proceedings of the 2021 IEEE Sensors, Sydney, Australia, October 31 - Nov. 3, 2021, 2021
Graph Convolutional Neural Networks for Learning Attribute Representations for Word Spotting.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021
Proceedings of the A Journey of Embedded and Cyber-Physical Systems, 2021
2020
LARa: Creating a Dataset for Human Activity Recognition in Logistics Using Semantic Attributes.
Sensors, 2020
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020
Annotation-Free Learning of Deep Representations for Word Spotting Using Synthetic Data and Self Labeling.
Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
Human Activity Recognition for Production and Logistics - A Systematic Literature Review.
Inf., 2019
Int. J. Document Anal. Recognit., 2019
Proceedings of the 14th International Joint Conference on Computer Vision, 2019
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019
Proceedings of the 5th International Workshop on Historical Document Imaging and Processing, 2019
2018
Convolutional Neural Networks for Human Activity Recognition Using Body-Worn Sensors.
Informatics, 2018
Int. J. Document Anal. Recognit., 2018
Int. J. Document Anal. Recognit., 2018
Attribute Representation for Human Activity Recognition of Manual Order Picking Activities.
Proceedings of the 5th international Workshop on Sensor-based Activity Recognition and Interaction, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
A Probabilistic Retrieval Model for Word Spotting Based on Direct Attribute Prediction.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018
Towards a Framework for Semi-Automated Annotation of Human Order Picking Activities Using Motion Capturing.
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018
2017
IEEE ACM Trans. Audio Speech Lang. Process., 2017
IEEE Signal Process. Lett., 2017
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017
Proceedings of the 4th international Workshop on Sensor-based Activity Recognition and Interaction, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017
From Weakly Supervised Object Localization to Semantic Segmentation by Probabilistic Image Modeling.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017
Proceedings of the Pattern Recognition - 39th German Conference, 2017
2016
Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms.
IEEE Signal Process. Mag., 2016
Open-vocabulary recognition of machine-printed Arabic text using hidden Markov models.
Pattern Recognit., 2016
An Iterative Partitioning-Based Method for Semi-Supervised Annotation Learning in Image Collections.
Int. J. Pattern Recognit. Artif. Intell., 2016
CoRR, 2016
CoRR, 2016
Handwritten Word Image Categorization with Convolutional Neural Networks and Spatial Pyramid Pooling.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016
Motion Classification for Analyzing the Order Picking Process using Mobile Sensors - General Concepts, Case Studies and Empirical Evaluation.
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016
PHOCNet: A Deep Convolutional Neural Network for Word Spotting in Handwritten Documents.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016
2015
Int. J. Pattern Recognit. Artif. Intell., 2015
Proceedings of the VISAPP 2015, 2015
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015
Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015
Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015
Proceedings of the Pattern Recognition - 37th German Conference, 2015
Proceedings of the Pattern Recognition - 37th German Conference, 2015
2014
Advances in Computer Vision and Pattern Recognition, Springer, ISBN: 978-1-4471-6307-7, 2014
Pattern Recognit., 2014
Proceedings of the VISAPP 2014, 2014
Geometry calibration of multiple microphone arrays in highly reverberant environments.
Proceedings of the 14th International Workshop on Acoustic Signal Enhancement, 2014
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Geometry calibration of distributed microphone arrays exploiting audio-visual correspondences.
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of the Pattern Recognition - 36th German Conference, 2014
Proceedings of the Pattern Recognition - 36th German Conference, 2014
2013
Bag-of-features representations using spatial visual vocabularies for object classification.
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013
Proceedings of the 4th International Workshop on Multilingual OCR, 2013
Statistical Modeling of the Relation between Characters and Diacritics in Lampung Script.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013
Online multi-speaker tracking using multiple microphone arrays informed by auditory scene analysis.
Proceedings of the 21st European Signal Processing Conference, 2013
2012
Reverberation-Robust Online Multi-Speaker Tracking by Using a Microphone Array and CASA Processing.
Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012
Sift-based Camera Localization using Reference Objects for Application in Multi-camera Environments and Robotics.
Proceedings of the ICPRAM 2012, 2012
Bag-of-Features Representations for Offline Handwriting Recognition Applied to Arabic Script.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012
Annotating Handwritten Characters with Minimal Human Involvement in a Semi-supervised Learning Strategy.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012
Proceedings of the Pattern Recognition, 2012
A Bottom-Up Approach for Learning Visual Object Detection Models from Unreliable Sources.
Proceedings of the Pattern Recognition, 2012
2011
Springer Briefs in Computer Science, Springer, ISBN: 978-1-4471-2188-6, 2011
J. Ambient Intell. Smart Environ., 2011
Unsupervised Geometry Calibration of Acoustic Sensor Networks Using Source Correspondences.
Proceedings of the INTERSPEECH 2011, 2011
A Semi-supervised Ensemble Learning Approach for Character Labeling with Minimal Human Effort.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011
Multiple speaker tracking using a microphone array by combining auditory processing and a gaussian mixture cardinalized probability hypothesis density filter.
Proceedings of the IEEE International Conference on Acoustics, 2011
A new method for combined face detection and identification using interest point descriptors.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Proceedings of the Camera-Based Document Analysis and Recognition, 2011
2010
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Human Behavior Understanding, First International Workshop, 2010
Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010
Strategies for Training Robust Neural Network Based Digit Recognizers on Unbalanced Data Sets.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010
Online Bangla Word Recognition Using Sub-Stroke Level Features and Hidden Markov Models.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010
Exploiting Acoustic Source Localization for Context Classification in Smart Environments.
Proceedings of the Ambient Intelligence, 2010
Proceedings of the 9. ITG-Fachtagung Sprachkommunikation 2010, 2010
2009
Int. J. Document Anal. Recognit., 2009
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009
Proceedings of the Computer Vision Systems, 2009
Proceedings of the 11th International Conference on Multimodal Interfaces, 2009
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009
2008
Proceedings of the Structural, 2008
Real-time detection and interpretation of 3D deictic gestures for interactionwith an intelligent environment.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Calibration-free camera hand-over for fast and reliable person tracking in multi-camera setups.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
SVM ensemble classification of NMR spectra based on different configurations of data processing techniques.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the Ambient Intelligence, European Conference, 2008
2007
On the Application of SVM-Ensembles Based on Adapted Random Subspace Sampling for Automatic Classification of NMR Data.
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007
On the Use of Context-Dependent Modeling Units for HMM-Based Offline Handwriting Recognition.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007
2006
Pattern recognition methods for advanced stochastic protein sequence analysis using HMMs.
Pattern Recognit., 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
2005
Int. J. Document Anal. Recognit., 2005
Proceedings of the INTERSPEECH 2005, 2005
On Appearance-Based Feature Extraction Methods for Writer-Independent Handwritten Text Recognition.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005
2004
Proceedings of the ODYSSEY 2004 - The Speaker and Language Recognition Workshop, Toledo, Spain, May 31, 2004
Proceedings of the INTERSPEECH 2004, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
2003
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003
Providing the basis for human-robot-interaction: a multi-modal attention system for a mobile robot.
Proceedings of the 5th International Conference on Multimodal Interfaces, 2003
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003
Proceedings of the 33. Jahrestagung der Gesellschaft für Informatik, Innovative Informatikanwendungen, INFORMATIK 2003, Frankfurt am Main, Germany, September 29, 2003
2002
Combining acoustic and articulatory feature information for robust speech recognition.
Speech Commun., 2002
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, Lausanne, Switzerland, September 30, 2002
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
Robust time-synchronous environmental adaptation for continuous speech recognition systems.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
2001
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001
Proceedings of the Computer Vision Systems, Second International Workshop, 2001
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Integrating Intelligent Machines with Humans for a Better Tomorrow, 2001
2000
Zeitsynchrone Suche mit n-Gramm-Modellen höherer Ordnung.
Proceedings of the KONVENS 2000 / Sprachkommunikation, 2000
Influence of duration on static and dynamic properties of German vowels in spontaneous speech.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the Mustererkennung 2000, 2000
1999
Proceedings of the Text, Speech and Dialogue - Second International Workshop, 1999
A comparative study of HMM-based approaches for the automatic recognition of perceptually relevant aspects of spontaneous German speech melody.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999
Integrated Recognition and Interpretation of Speech for a Construction Task Domain.
Proceedings of the Human-Computer Interaction: Ergonomics and User Interfaces, 1999
1998
A HMM-based recognition system for perceptive relevant pitch movements of spontaneous German speech.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
Proceedings of the 9th European Signal Processing Conference, 1998
Proceedings of the Mustererkennung 1998, 20. DAGM-Symposium, Stuttgart, 29. September, 1998
1997
Proceedings of the Mustererkennung 1997, 1997
1996
Proceedings of the 4th International Conference on Spoken Language Processing, 1996
Proceedings of the 4th International Conference on Spoken Language Processing, 1996
1995
With Friends like Statistics who needs Liguistics? Statistische versus wissensbasierte Sprachverarbeitung.
Künstliche Intell., 1995
Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995
Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995
A flexible formal language for the orthographic transcription of spontaneous spoken dialogues.
Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995
Proceedings of the Mustererkennung 1995, 1995
1994
A Speech Understanding and Dialog System with a Homogeneous Linguistic Knowledge Base.
IEEE Trans. Pattern Anal. Mach. Intell., 1994
Proceedings of the 3rd International Conference on Spoken Language Processing, 1994
Proceedings of the 3rd International Conference on Spoken Language Processing, 1994
1993
Proceedings of the Third European Conference on Speech Communication and Technology, 1993
Proceedings of the Third European Conference on Speech Communication and Technology, 1993
Proceedings of the Third European Conference on Speech Communication and Technology, 1993
1992
Proceedings of the Second International Conference on Spoken Language Processing, 1992
Proceedings of the Mustererkennung 1992, 1992