G. Fink

Most-cited papers

PHOCNet: A Deep Convolutional Neural Network for Word Spotting in Handwritten Documents
Sebastian Sudholt, G. Fink
2016International Conference on Frontiers in Handwriting Recognition245 citations Open access
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Convolutional Neural Networks for Human Activity Recognition Using Body-Worn Sensors
Fernando Moya Rueda, René Grzeszick, G. Fink, S. Feldhorst +1 more
2018Informatics199 citations Open access
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Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images
Waleed M. Gondal, J. Köhler, René Grzeszick, G. Fink +1 more
2017International Conference on Information Photonics153 citations Open access
Semantic Scholar
LARa: Creating a Dataset for Human Activity Recognition in Logistics Using Semantic Attributes
Friedrich Niemann, Christopher Reining, Fernando Moya Rueda, Nilah Ravi Nair +3 more
2020Italian National Conference on Sensors96 citations Open access
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Deep Neural Network based Human Activity Recognition for the Order Picking Process
René Grzeszick, J. Lenk, Fernando Moya Rueda, G. Fink +2 more
2017International Workshop on Sensor-based Activity Recognition and Interaction88 citations
Semantic Scholar
A Bag-of-Features approach to acoustic event detection
A. Plinge, René Grzeszick, G. Fink
2014IEEE International Conference on Acoustics, Speech, and Signal Processing83 citations
Semantic Scholar
Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms
A. Plinge, Florian Jacob, Reinhold Häb-Umbach, G. Fink
2016IEEE Signal Processing Magazine81 citations
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Human Activity Recognition for Production and Logistics - A Systematic Literature Review
Christopher Reining, Friedrich Niemann, Fernando Moya Rueda, G. Fink +1 more
2019Inf.64 citations Open access
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Evaluating Word String Embeddings and Loss Functions for CNN-Based Word Spotting
Sebastian Sudholt, G. Fink
2017IEEE International Conference on Document Analysis and Recognition61 citations
Semantic Scholar
Attribute CNNs for word spotting in handwritten documents
Sebastian Sudholt, G. Fink
2017International Journal on Document Analysis and Recognition58 citations Open access
Semantic Scholar
Segmentation-free query-by-string word spotting with Bag-of-Features HMMs
Leonard Rothacker, G. Fink
2015IEEE International Conference on Document Analysis and Recognition54 citations
Semantic Scholar
Semi-supervised learning for character recognition in historical archive documents
Jan Richarz, Szilárd Vajda, René Grzeszick, G. Fink
2014Pattern Recognition44 citations
Semantic Scholar
Learning Deep Representations for Word Spotting under Weak Supervision
Neha Gurjar, Sebastian Sudholt, G. Fink
2017International Workshop on Document Analysis Systems42 citations Open access
Semantic Scholar
Bag-of-Features Methods for Acoustic Event Detection and Classification
René Grzeszick, A. Plinge, G. Fink
2017IEEE/ACM Transactions on Audio Speech and Language Processing41 citations
Semantic Scholar
Open-vocabulary recognition of machine-printed Arabic text using hidden Markov models
Irfan Ahmad, Sabri A. Mahmoud, G. Fink
2016Pattern Recognition41 citations
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Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation
Philipp Oberdiek, M. Rottmann, G. Fink
20202020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)33 citations Open access
Semantic Scholar
Improvements in Sub-character HMM Model Based Arabic Text Recognition
Irfan Ahmad, G. Fink, Sabri A. Mahmoud
2014International Conference on Frontiers in Handwriting Recognition32 citations
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Retrieving Cuneiform Structures in a Segmentation-free Word Spotting Framework
Leonard Rothacker, Denis Fisseler, Gerfrid G. W. Müller, F. Weichert +1 more
2015HIP@ICDAR31 citations
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UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs
Philipp Oberdiek, G. Fink, M. Rottmann
2022Neural Information Processing Systems30 citations
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Learning Attribute Representation for Human Activity Recognition
Fernando Moya Rueda, G. Fink
2018International Conference on Pattern Recognition30 citations Open access
Semantic Scholar
Handwritten Arabic text recognition using multi-stage sub-core-shape HMMs
Irfan Ahmad, G. Fink
2019International Journal on Document Analysis and Recognition25 citations
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A Modified Isomap Approach to Manifold Learning in Word Spotting
Sebastian Sudholt, G. Fink
2015German Conference on Pattern Recognition24 citations Open access
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Passive Online Geometry Calibration of Acoustic Sensor Networks
A. Plinge, G. Fink, S. Gannot
2017IEEE Signal Processing Letters22 citations
Semantic Scholar
Attribute Representation for Human Activity Recognition of Manual Order Picking Activities
Christopher Reining, M. Schlangen, Leon Hissmann, M. ten Hompel +2 more
2018International Workshop on Sensor-based Activity Recognition and Interaction21 citations
Semantic Scholar
Motion Classification for Analyzing the Order Picking Process using Mobile Sensors - General Concepts, Case Studies and Empirical Evaluation
S. Feldhorst, M. Masoudinejad, M. ten Hompel, G. Fink
2016International Conference on Pattern Recognition Applications and Methods21 citations Open access
Semantic Scholar
Bag-of-Features Acoustic Event Detection for Sensor Networks
Julian Kürby, René Grzeszick, A. Plinge, G. Fink
2016Workshop on Detection and Classification of Acoustic Scenes and Events20 citations
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Neuron Pruning for Compressing Deep Networks Using Maxout Architectures
Fernando Moya Rueda, René Grzeszick, G. Fink
2017German Conference on Pattern Recognition19 citations Open access
Semantic Scholar
Word Hypotheses for Segmentation-Free Word Spotting in Historic Document Images
Leonard Rothacker, Sebastian Sudholt, E. Rusakov, Matthias Kasperidus +1 more
2017IEEE International Conference on Document Analysis and Recognition17 citations
Semantic Scholar
Annotation Performance for multi-channel time series HAR Dataset in Logistics
Christopher Reining, Fernando Moya Rueda, Friedrich Niemann, G. Fink +1 more
20202020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)16 citations
Semantic Scholar
Handwritten Word Image Categorization with Convolutional Neural Networks and Spatial Pyramid Pooling
J. I. Toledo, Sebastian Sudholt, A. Fornés, Jordi Cucurull +2 more
2016International Workshop on Structural and Syntactic Pattern Recognition16 citations Open access
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Class-Based Contextual Modeling for Handwritten Arabic Text Recognition
Irfan Ahmad, G. Fink
2016International Conference on Frontiers in Handwriting Recognition16 citations
Semantic Scholar
Combining Symbolic Reasoning and Deep Learning for Human Activity Recognition
Fernando Moya Rueda, S. Lüdtke, Max Schröder, Kristina Yordanova +2 more
20192019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)14 citations
Semantic Scholar
Training an Arabic handwriting recognizer without a handwritten training data set
Irfan Ahmad, G. Fink
2015IEEE International Conference on Document Analysis and Recognition14 citations
Semantic Scholar
Annotation-free Learning of Deep Representations for Word Spotting using Synthetic Data and Self Labeling
Fabian Wolf, G. Fink
2020International Workshop on Document Analysis Systems13 citations Open access
Semantic Scholar
Temporal Acoustic Words for Online Acoustic Event Detection
René Grzeszick, A. Plinge, G. Fink
2015German Conference on Pattern Recognition13 citations Open access
Semantic Scholar
Multi-stage HMM based Arabic text recognition with rescoring
Irfan Ahmad, G. Fink
2015IEEE International Conference on Document Analysis and Recognition13 citations
Semantic Scholar
Generating Cuneiform Signs with Cycle-Consistent Adversarial Networks
E. Rusakov, Kai Brandenbusch, Denis Fisseler, Turna Somel +3 more
2019HIP@ICDAR12 citations
Semantic Scholar
A Probabilistic Retrieval Model for Word Spotting Based on Direct Attribute Prediction
E. Rusakov, Leonard Rothacker, Hyunho Mo, G. Fink
2018International Conference on Frontiers in Handwriting Recognition12 citations
Semantic Scholar
Exploring Architectures for CNN-Based Word Spotting
E. Rusakov, Sebastian Sudholt, Fabian Wolf, G. Fink
201812 citations
Semantic Scholar
Grouping Historical Postcards Using Query-by-Example Word Spotting
G. Fink, Leonard Rothacker, René Grzeszick
2014International Conference on Frontiers in Handwriting Recognition12 citations
Semantic Scholar
Towards Tackling Multi-Label Imbalances in Remote Sensing Imagery
Dominik Koßmann, T. Wilhelm, G. Fink
2021International Conference on Pattern Recognition11 citations
Semantic Scholar
Benchmarking Annotation Procedures for Multi-channel Time Series HAR Dataset
Hülya Avsar, Erik Altermann, Christopher Reining, Fernando Moya Rueda +2 more
20212021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)11 citations
Semantic Scholar
Towards a Framework for Semi-Automated Annotation of Human Order Picking Activities Using Motion Capturing
Christopher Reining, Fernando Moya Rueda, Michael Ten Hampel, G. Fink
2018Conference on Computer Science and Information Systems11 citations Open access
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Special issue on deep learning for document analysis and recognition
Cheng-Lin Liu, G. Fink, V. Govindaraju, Lianwen Jin
2018International Journal on Document Analysis and Recognition11 citations Open access
Semantic Scholar
On the Influence of Superpixel Methods for Image Parsing
Johann Strassburg, René Grzeszick, Leonard Rothacker, G. Fink
2015International Conference on Computer Vision Theory and Applications11 citations Open access
Semantic Scholar
Geometry calibration of distributed microphone arrays exploiting audio-visual correspondences
A. Plinge, G. Fink
2014European Signal Processing Conference10 citations
Semantic Scholar
Self-Training of Handwritten Word Recognition for Synthetic-to-Real Adaptation
Fabian Wolf, G. Fink
2022International Conference on Pattern Recognition9 citations Open access
Semantic Scholar
Are End-to-End Systems Really Necessary for NER on Handwritten Document Images?
Oliver Tüselmann, Fabian Wolf, G. Fink
2021IEEE International Conference on Document Analysis and Recognition9 citations
Semantic Scholar
Camera-Based Whiteboard Reading for Understanding Mind Maps
Szilárd Vajda, T. Plötz, G. Fink
2015International journal of pattern recognition and artificial intelligence9 citations Open access
Semantic Scholar
Towards Query-by-eXpression Retrieval of Cuneiform Signs
E. Rusakov, Turna Somel, G. Fink, Gerfrid G. W. Müller
2020International Conference on Frontiers in Handwriting Recognition7 citations
Semantic Scholar