Gernot A. Fink

ORCID

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 87

Top Venues

Bielefeld University, Germany (PHD)

Education History

Bielefeld University, Germany

PHD

Publications

Christopher Reining, Nilah Ravi Nair, Friedrich Niemann, Fernando Moya Rueda, Gernot A. Fink
A Tutorial on Dataset Creation for Sensor-based Human Activity Recognition. PerCom Workshops (2023)
Nilah Ravi Nair, Fernando Moya Rueda, Christopher Reining, Gernot A. Fink
Multi-Channel Time-Series Person and Soft-Biometric Identification. CoRR (2023)
Nilah Ravi Nair, Lena Schmid, Fernando Moya Rueda, Markus Pauly, Gernot A. Fink, Christopher Reining
Dataset Bias in Human Activity Recognition. CoRR (2023)
Koichi Kise, Richard Zanibbi, Rajiv Jain, Gernot A. Fink
Editorial for special issue on "advanced topics in document analysis and recognition". Int. J. Document Anal. Recognit. 26 (3) (2023)
Oliver Tüselmann, Gernot A. Fink
Exploring Semantic Word Representations for Recognition-Free NLP on Handwritten Document Images. ICDAR (4) (2023)
Erik Altermann, Fernando Moya Rueda, Eugen Rusakov, Gernot A. Fink
Retrieval-based Annotation of Multi-channel Time-Series Data for HAR. PerCom Workshops (2022)
Oliver Tüselmann, Kai Brandenbusch, Miao Chen, Gernot A. Fink
A Weighted Combination of Semantic and Syntactic Word Image Representations. ICFHR (2022)
Philipp Oberdiek, Gernot A. Fink, Matthias Rottmann
UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs. NeurIPS (2022)
Shrutarv Awasthi, Fernando Moya Rueda, Gernot A. Fink
Video-based Pose-Estimation Data as Source for Transfer Learning in Human Activity Recognition. CoRR (2022)
Dominik Koßmann, Arthur Matei, Thorsten Wilhelm, Gernot A. Fink
Image Augmentations in Planetary Science: Implications in Self-Supervised Learning and Weakly-Supervised Segmentation on Mars. ICPR (2022)
Philipp Oberdiek, Gernot A. Fink, Matthias Rottmann
UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs. CoRR (2022)
Oliver Tüselmann, Friedrich Müller, Fabian Wolf, Gernot A. Fink
Recognition-free Question Answering on Handwritten Document Collections. CoRR (2022)
Fabian Wolf, Gernot A. Fink
Self-Training of Handwritten Word Recognition for Synthetic-to-Real Adaptation. CoRR (2022)
Fabian Wolf, Gernot A. Fink
Combining Self-training and Minimal Annotations for Handwritten Word Recognition. ICFHR (2022)
Oliver Tüselmann, Gernot A. Fink
Named Entity Linking on Handwritten Document Images. DAS (2022)
Nilah Ravi Nair, Fernando Moya Rueda, Christopher Reining, Gernot A. Fink
Multi-Channel Time-Series Person and Soft-Biometric Identification. ICPR Workshops (1) (2022)
Oliver Tüselmann, Friedrich Müller, Fabian Wolf, Gernot A. Fink
Recognition-Free Question Answering on Handwritten Document Collections. ICFHR (2022)
Shrutarv Awasthi, Fernando Moya Rueda, Gernot A. Fink
Video-based Pose-Estimation Data as Source for Transfer Learning in Human Activity Recognition. ICPR (2022)
Fabian Wolf, Gernot A. Fink
Self-Training of Handwritten Word Recognition for Synthetic-to-Real Adaptation. ICPR (2022)
Renee Lerch, Babak Hosseini, Pierre Gembaczka, Gernot A. Fink, André Lüdecke, Viktor Brack, Furkan Ercan, Alexander Utz, Karsten Seidl
Design of an Artificial Neural Network Circuit for detecting Atrial Fibrillation in ECG Signals. IEEE SENSORS (2021)
Stefan Lüdtke, Fernando Moya Rueda, Waqas Ahmed, Gernot A. Fink, Thomas Kirste
Human Activity Recognition using Attribute-Based Neural Networks and Context Information. CoRR (2021)
Leonard Rothacker, Fabian Wolf, Gernot A. Fink
Annotation-Free Word Spotting with Bag-of-Features HMMs. Int. J. Pattern Recognit. Artif. Intell. 35 (4) (2021)
Simone Frintrop, Gernot A. Fink, Xiaoyi Jiang
Guest Editorial: Special Issue: Computer Vision and Pattern Recognition (DAGM GCPR 2019). Int. J. Comput. Vis. 129 (11) (2021)
Fabian Wolf, Andreas Fischer, Gernot A. Fink
Graph Convolutional Neural Networks for Learning Attribute Representations for Word Spotting. ICDAR (1) (2021)
Dominik Koßmann, Thorsten Wilhelm, Gernot A. Fink
Generation of Attributes for Highly Imbalanced Land Cover Data. IGARSS (2021)
Oliver Tüselmann, Fabian Wolf, Gernot A. Fink
Are End-to-End Systems Really Necessary for NER on Handwritten Document Images? ICDAR (2) (2021)
Eugen Rusakov, Turna Somel, Gerfrid G. W. Müller, Gernot A. Fink
Embedded Attributes for Cuneiform Sign Spotting. ICDAR (2) (2021)
Kai Brandenbusch, Eugen Rusakov, Gernot A. Fink
Context Aware Generation of Cuneiform Signs. ICDAR (1) (2021)
Gernot A. Fink, Heinrich Müller
Peter Marwedel and the Department of Computer Science of the TU Dortmund University. A Journey of Embedded and Cyber-Physical Systems (2021)
Hülya Avsar, Erik Altermann, Christopher Reining, Fernando Moya Rueda, Gernot A. Fink, Michael ten Hompel
Benchmarking Annotation Procedures for Multi-channel Time Series HAR Dataset. PerCom Workshops (2021)
Christopher Reining, Fernando Moya Rueda, Friedrich Niemann, Gernot A. Fink, Michael ten Hompel
Annotation Performance for multi-channel time series HAR Dataset in Logistics. PerCom Workshops (2020)
Fabian Wolf, Gernot A. Fink
Annotation-Free Learning of Deep Representations for Word Spotting Using Synthetic Data and Self Labeling. DAS (2020)
Fernando Moya Rueda, Gernot A. Fink
From Human Pose to On-Body Devices for Human-Activity Recognition. ICPR (2020)
Dominik Koßmann, Thorsten Wilhelm, Gernot A. Fink
Towards Tackling Multi-Label Imbalances in Remote Sensing Imagery. ICPR (2020)
Oliver Tüselmann, Fabian Wolf, Gernot A. Fink
Identifying and Tackling Key Challenges in Semantic Word Spotting. ICFHR (2020)
Philipp Oberdiek, Matthias Rottmann, Gernot A. Fink
Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation. CoRR (2020)
Fabian Wolf, Kai Brandenbusch, Gernot A. Fink
Improving Handwritten Word Synthesis for Annotation-free Word Spotting. ICFHR (2020)
Friedrich Niemann, Christopher Reining, Fernando Moya Rueda, Nilah Ravi Nair, Janine Anika Steffens, Gernot A. Fink, Michael ten Hompel
LARa: Creating a Dataset for Human Activity Recognition in Logistics Using Semantic Attributes. Sensors 20 (15) (2020)
Fabian Wolf, Gernot A. Fink
Annotation-free Learning of Deep Representations for Word Spotting using Synthetic Data and Self Labeling. CoRR (2020)
Philipp Oberdiek, Matthias Rottmann, Gernot A. Fink
Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation. CVPR Workshops (2020)
Eugen Rusakov, Turna Somel, Gernot A. Fink, Gerfrid G. W. Müller
Towards Query-by-eXpression Retrieval of Cuneiform Signs. ICFHR (2020)
Fernando Moya Rueda, Stefan Lüdtke, Max Schröder, Kristina Y. Yordanova, Thomas Kirste, Gernot A. Fink
Combining Symbolic Reasoning and Deep Learning for Human Activity Recognition. PerCom Workshops (2019)
Fabian Wolf, Philipp Oberdiek, Gernot A. Fink
Exploring Confidence Measures for Word Spotting in Heterogeneous Datasets. CoRR (2019)
Christopher Reining, Friedrich Niemann, Fernando Moya Rueda, Gernot A. Fink, Michael ten Hompel
Human Activity Recognition for Production and Logistics - A Systematic Literature Review. Inf. 10 (8) (2019)
Eugen Rusakov, Kai Brandenbusch, Denis Fisseler, Turna Somel, Gernot A. Fink, Frank Weichert, Gerfrid G. W. Müller
Generating Cuneiform Signs with Cycle-Consistent Adversarial Networks. HIP@ICDAR (2019)
Fabian Wolf, Philipp Oberdiek, Gernot A. Fink
Exploring Confidence Measures for Word Spotting in Heterogeneous Datasets. ICDAR (2019)
Thorsten Wilhelm, René Grzeszick, Gernot A. Fink, Christian Wöhler
Unsupervised Learning of Scene Categories on the Lunar Surface. VISIGRAPP (5: VISAPP) (2019)
Irfan Ahmad, Gernot A. Fink
Handwritten Arabic text recognition using multi-stage sub-core-shape HMMs. Int. J. Document Anal. Recognit. 22 (3) (2019)
Eugen Rusakov, Sebastian Sudholt, Fabian Wolf, Gernot A. Fink
Expolring Architectures for CNN-Based Word Spotting. CoRR (2018)
Rene Grzeszick, Sebastian Sudholt, Gernot A. Fink
Weakly Supervised Object Detection with Pointwise Mutual Information. CoRR (2018)
Fernando Moya Rueda, Gernot A. Fink
Learning Attribute Representation for Human Activity Recognition. CoRR (2018)
Fernando Moya Rueda, René Grzeszick, Gernot A. Fink, Sascha Feldhorst, Michael ten Hompel
Convolutional Neural Networks for Human Activity Recognition Using Body-Worn Sensors. Informatics 5 (2) (2018)
Fernando Moya Rueda, Gernot A. Fink
Learning Attribute Representation for Human Activity Recognition. ICPR (2018)
Neha Gurjar, Sebastian Sudholt, Gernot A. Fink
Learning Deep Representations for Word Spotting under Weak Supervision. DAS (2018)
Christopher Reining, Michelle Schlangen, Leon Hissmann, Michael ten Hompel, Fernando Moya Rueda, Gernot A. Fink
Attribute Representation for Human Activity Recognition of Manual Order Picking Activities. iWOAR (2018)
Sebastian Sudholt, Gernot A. Fink
Attribute CNNs for word spotting in handwritten documents. Int. J. Document Anal. Recognit. 21 (3) (2018)
Eugen Rusakov, Leonard Rothacker, Hyunho Mo, Gernot A. Fink
A Probabilistic Retrieval Model for Word Spotting Based on Direct Attribute Prediction. ICFHR (2018)
Christopher Reining, Fernando Moya Rueda, Michael ten Hompel, Gernot A. Fink
Towards a Framework for Semi-Automated Annotation of Human Order Picking Activities Using Motion Capturing. FedCSIS (2018)
Cheng-Lin Liu, Gernot A. Fink, Venu Govindaraju, Lianwen Jin
Special issue on deep learning for document analysis and recognition. Int. J. Document Anal. Recognit. 21 (3) (2018)
Rene Grzeszick, Jan Marius Lenk, Fernando Moya Rueda, Gernot A. Fink, Sascha Feldhorst, Michael ten Hompel
Deep Neural Network based Human Activity Recognition for the Order Picking Process. iWOAR (2017)
Leonard Rothacker, Sebastian Sudholt, Eugen Rusakov, Matthias Kasperidus, Gernot A. Fink
Word Hypotheses for Segmentation-Free Word Spotting in Historic Document Images. ICDAR (2017)
Thorsten Wilhelm, Rene Grzeszick, Gernot A. Fink, Christian Wöhler
From Weakly Supervised Object Localization to Semantic Segmentation by Probabilistic Image Modeling. DICTA (2017)
Sebastian Sudholt, Gernot A. Fink
Evaluating Word String Embeddings and Loss Functions for CNN-Based Word Spotting. ICDAR (2017)
Rene Grzeszick, Axel Plinge, Gernot A. Fink
Bag-of-Features Methods for Acoustic Event Detection and Classification. IEEE ACM Trans. Audio Speech Lang. Process. 25 (6) (2017)
Fernando Moya Rueda, Rene Grzeszick, Gernot A. Fink
Neuron Pruning for Compressing Deep Networks Using Maxout Architectures. GCPR (2017)
Sebastian Sudholt, Leonard Rothacker, Gernot A. Fink
Query-by-Online Word Spotting Revisited: Using CNNs for Cross-Domain Retrieval. ICDAR (2017)
Axel Plinge, Gernot A. Fink, Sharon Gannot
Passive Online Geometry Calibration of Acoustic Sensor Networks. IEEE Signal Process. Lett. 24 (3) (2017)
Rene Grzeszick, Sebastian Sudholt, Gernot A. Fink
Optimistic and pessimistic neural networks for object recognition. ICIP (2017)
Waleed M. Gondal, Jan M. Köhler, Rene Grzeszick, Gernot A. Fink, Michael Hirsch
Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images. ICIP (2017)
Sebastian Sudholt, Neha Gurjar, Gernot A. Fink
Learning Deep Representations for Word Spotting Under Weak Supervision. CoRR (2017)
Rene Grzeszick, Gernot A. Fink
Zero-shot Object Prediction using Semantic Scene Knowledge. VISIGRAPP (5: VISAPP) (2017)
Waleed M. Gondal, Jan M. Köhler, René Grzeszick, Gernot A. Fink, Michael Hirsch
Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images. CoRR (2017)
Fernando Moya Rueda, Rene Grzeszick, Gernot A. Fink
Neuron Pruning for Compressing Deep Networks using Maxout Architectures. CoRR (2017)
Sebastian Sudholt, Gernot A. Fink
Attribute CNNs for Word Spotting in Handwritten Documents. CoRR (2017)
Axel Plinge, Florian Jacob, Reinhold Haeb-Umbach, Gernot A. Fink
Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms. IEEE Signal Process. Mag. 33 (4) (2016)
Rene Grzeszick, Gernot A. Fink
An Iterative Partitioning-Based Method for Semi-Supervised Annotation Learning in Image Collections. Int. J. Pattern Recognit. Artif. Intell. 30 (2) (2016)
Rene Grzeszick, Sebastian Sudholt, Gernot A. Fink
Optimistic and Pessimistic Neural Networks for Scene and Object Recognition. CoRR (2016)
Christian Wieprecht, Leonard Rothacker, Gernot A. Fink
Word Spotting in Historical Document Collections with Online-Handwritten Queries. DAS (2016)
Rene Grzeszick, Gernot A. Fink
Zero-shot object prediction and context modeling using semantic scene knowledge. CoRR (2016)
Sascha Feldhorst, Mojtaba Masoudinejad, Michael ten Hompel, Gernot A. Fink
Motion Classification for Analyzing the Order Picking Process using Mobile Sensors - General Concepts, Case Studies and Empirical Evaluation. ICPRAM (2016)
Juan Ignacio Toledo, Sebastian Sudholt, Alicia Fornés, Jordi Cucurull, Gernot A. Fink, Josep Lladós
Handwritten Word Image Categorization with Convolutional Neural Networks and Spatial Pyramid Pooling. S+SSPR (2016)
Sebastian Sudholt, Gernot A. Fink
PHOCNet: A Deep Convolutional Neural Network for Word Spotting in Handwritten Documents. ICFHR (2016)
Sebastian Sudholt, Gernot A. Fink
PHOCNet: A Deep Convolutional Neural Network for Word Spotting in Handwritten Documents. CoRR (2016)
Leonard Rothacker, Gernot A. Fink
Robust Output Modeling in Bag-of-Features HMMs for Handwriting Recognition. ICFHR (2016)
Julian Kürby, Rene Grzeszick, Axel Plinge, Gernot A. Fink
Bag-of-Features Acoustic Event Detection for Sensor Networks. DCASE (2016)
Irfan Ahmad, Gernot A. Fink
Class-Based Contextual Modeling for Handwritten Arabic Text Recognition. ICFHR (2016)
Irfan Ahmad, Sabri A. Mahmoud, Gernot A. Fink
Open-vocabulary recognition of machine-printed Arabic text using hidden Markov models. Pattern Recognit. 51 (2016)
Sebastian Sudholt, Leonard Rothacker, Gernot A. Fink
Learning local image descriptors for word spotting. ICDAR (2015)
Irfan Ahmad, Gernot A. Fink
Multi-stage HMM based Arabic text recognition with rescoring. ICDAR (2015)
Leonard Rothacker, Gernot A. Fink
Segmentation-free query-by-string word spotting with Bag-of-Features HMMs. ICDAR (2015)
Johann Strassburg, Rene Grzeszick, Leonard Rothacker, Gernot A. Fink
On the Influence of Superpixel Methods for Image Parsing. VISAPP (2) (2015)
Szilárd Vajda, Thomas Plötz, Gernot A. Fink
Camera-Based Whiteboard Reading for Understanding Mind Maps. Int. J. Pattern Recognit. Artif. Intell. 29 (3) (2015)
Sebastian Sudholt, Gernot A. Fink
A Modified Isomap Approach to Manifold Learning in Word Spotting. GCPR (2015)
Leonard Rothacker, Denis Fisseler, Gerfrid G. W. Müller, Frank Weichert, Gernot A. Fink
Retrieving Cuneiform Structures in a Segmentation-free Word Spotting Framework. HIP@ICDAR (2015)
Elisa H. Barney Smith, Gernot A. Fink
Template generation from postmarks using cascaded unsupervised learning. HIP@ICDAR (2015)
Rene Grzeszick, Axel Plinge, Gernot A. Fink
Temporal Acoustic Words for Online Acoustic Event Detection. GCPR (2015)
Irfan Ahmad, Gernot A. Fink
Training an Arabic handwriting recognizer without a handwritten training data set. ICDAR (2015)
Sebastian Sudholt, Leonard Rothacker, Gernot A. Fink
Kernel Density Estimation for Post Recognition Score Analysis. GCPR (2014)
Fabian Nasse, Rene Grzeszick, Gernot A. Fink
Toward Object Recognition with Proto-objects and Proto-scenes. VISAPP (2) (2014)
Gernot A. Fink, Leonard Rothacker, Rene Grzeszick
Grouping Historical Postcards Using Query-by-Example Word Spotting. ICFHR (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gernot A. Fink