Gernot A. Fink

发表

Time Machine: Big Data of the Past for the Future of Europe Deliverable D2.1 Science and Technology (Pillar 1) Roadmap - draft

Fabio Vitali, Francisco Casacuberta, Alicia Fornés, 2019 .

Reverberation-Robust Online Multi-Speaker Tracking by Using a Microphone Array and CASA Processing

Gernot A. Fink, Axel Plinge, Marius H. Hennecke, 2012, IWAENC.

Multiple speaker tracking using a microphone array by combining auditory processing and a gaussian mixture cardinalized probability hypothesis density filter

Gernot A. Fink, Axel Plinge, Marius H. Hennecke, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A HMM-based recognition system for perceptive relevant pitch movements of spontaneous German speech

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1998, ICSLP.

Incremental speech recognition for multimodal interfaces

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1998, IECON '98. Proceedings of the 24th Annual Conference of the IEEE Industrial Electronics Society (Cat. No.98CH36200).

Developing HMM-Based Recognizers with ESMERALDA

Gernot A. Fink, 1999, TSD.

Stacking for Ensembles of Local Experts in Metabonomic Applications

Kai Lienemann, Gernot A. Fink, Thomas Plötz, 2009, MCS.

Class-Based Contextual Modeling for Handwritten Arabic Text Recognition

Gernot A. Fink, Irfan Ahmad, G. Fink, 2016, 2016 15th International Conference on Frontiers in Handwriting Recognition (ICFHR).

Conversational speech recognition using acoustic and articulatory input

Gernot A. Fink, Gerhard Sagerer, Katrin Kirchhoff, 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).

An integrated system for cooperative man-machine interaction

Sven Wachsmuth, Franz Kummert, Christian Bauckhage, 2001, Proceedings 2001 IEEE International Symposium on Computational Intelligence in Robotics and Automation (Cat. No.01EX515).

Web-Based Learning of Naturalized Color Models for Human-Machine Interaction

Gernot A. Fink, Boris Schauerte, 2010, 2010 International Conference on Digital Image Computing: Techniques and Applications.

Saliency-based identification and recognition of pointed-at objects

Gernot A. Fink, Boris Schauerte, Jan Richarz, 2010, 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems.

Optimistic and pessimistic neural networks for object recognition

Gernot A. Fink, Sebastian Sudholt, Rene Grzeszick, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Object classication using Spatial Visual Words

Gernot A. Fink, Leonard Rothacker, Rene Grzeszick, 2014 .

Improving adaptive skin color segmentation by incorporating results from face detection

Sebastian Lang, Jannik Fritsch, Gernot A. Fink, 2002, Proceedings. 11th IEEE International Workshop on Robot and Human Interactive Communication.

Architectures of situated communicators: From perception to cognition to learning

Jochen J. Steil, Jannik Fritsch, Gernot A. Fink, 2006 .

Detection of Communication Partners from a Mobile Robot

Sebastian Lang, Jannik Fritsch, Gernot A. Fink, 2002 .

Focusing computational visual attention in multi-modal human-robot interaction

Gernot A. Fink, Boris Schauerte, G. Fink, 2010, ICMI-MLMI '10.

Sift-based Camera Localization using Reference Objects for Application in Multi-camera Environments and Robotics

Gernot A. Fink, Boris Schauerte, Hanno Jaspers, 2012, ICPRAM.

Annotation Performance for multi-channel time series HAR Dataset in Logistics

Gernot A. Fink, Michael ten Hompel, Friedrich Niemann, 2020, 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops).

Statistical Modeling of the Relation between Characters and Diacritics in Lampung Script

Gernot A. Fink, Szilárd Vajda, Rene Grzeszick, 2013, 2013 12th International Conference on Document Analysis and Recognition.

Layout Analysis for Camera-Based Whiteboard Notes

Gernot A. Fink, Szilárd Vajda, Thomas Plötz, 2009, J. Univers. Comput. Sci..

A Bottom-Up Approach for Learning Visual Object Detection Models from Unreliable Sources

Gernot A. Fink, Fabian Nasse, G. Fink, 2012, DAGM/OAGM Symposium.

Camera-Based Whiteboard Reading for Understanding Mind Maps

Gernot A. Fink, Szilárd Vajda, Thomas Plötz, 2015, Int. J. Pattern Recognit. Artif. Intell..

SVM ensemble classification of nmr spectra based on different configurations of data processing techniques

Kai Lienemann, Gernot A. Fink, Thomas Plötz, 2008, 2008 19th International Conference on Pattern Recognition.

Semi-supervised learning for character recognition in historical archive documents

Gernot A. Fink, Szilárd Vajda, Jan Richarz, 2014, Pattern Recognit..

Recognizing Scene Categories of Historical Postcards

Gernot A. Fink, Rene Grzeszick, G. Fink, 2014, GCPR.

Visual recognition of 3D emblematic gestures in an HMM framework

Gernot A. Fink, Jan Richarz, 2011, J. Ambient Intell. Smart Environ..

Understanding of time constituents in spoken language dialogues

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1994, ICSLP.

With Friends like Statistics who needs Liguistics? Statistische versus wissensbasierte Sprachverarbeitung

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1995, Künstliche Intell..

Learning Attribute Representation for Human Activity Recognition

Gernot A. Fink, Fernando Moya Rueda, G. Fink, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

A Hybrid Approach to Identifying Objects from Verbal Descriptions

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1996 .

Experiments in Video-Based Whiteboard Reading

Gernot A. Fink, Gerhard Sagerer, Markus Wienecke, 2005 .

Integrated Search Methods

Gernot A. Fink, 2014 .

Exploiting Acoustic Source Localization for Context Classification in Smart Environments

Gernot A. Fink, Marius H. Hennecke, Szilárd Vajda, 2010, AmI.

Multi-modal human-machine communication for instructing robot grasping tasks

Helge J. Ritter, Sven Wachsmuth, Jochen J. Steil, 2002, IEEE/RSJ International Conference on Intelligent Robots and Systems.

A New Approach to Distributed Word Recognition

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1994 .

Automatically Generated Models for Unknown Words

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1996 .

Zeitsynchrone Suche mit n-Gramm-Modellen höherer Ordnung

Gernot A. Fink, Gerhard Sagerer, 2000, KONVENS.

Annotating handwritten characters with minimal human involvement in a semi-supervised learning strategy

Gernot A. Fink, Szilárd Vajda, Jan Richarz, 2012, 2012 International Conference on Frontiers in Handwriting Recognition.

Attribute CNNs for word spotting in handwritten documents

Gernot A. Fink, Sebastian Sudholt, G. Fink, 2017, International Journal on Document Analysis and Recognition (IJDAR).

A Semi-supervised Ensemble Learning Approach for Character Labeling with Minimal Human Effort

Gernot A. Fink, Szilárd Vajda, Akmal Junaidi, 2011, 2011 International Conference on Document Analysis and Recognition.

Pattern recognition methods for advanced stochastic protein sequence analysis using HMMs

Gernot A. Fink, Thomas Plötz, 2006, Pattern Recognit..

Data-driven pronunciation modeling for ASR using acoustic subword units

Franz Kummert, Gernot A. Fink, Britta Wrede, 2003, INTERSPEECH.

Integration von Spracherkennung und Sprachverstehen

Gernot A. Fink, 1995, DISKI.

Attribute Representation for Human Activity Recognition of Manual Order Picking Activities

Gernot A. Fink, Michael ten Hompel, Christopher Reining, 2018, iWOAR.

Convolutional Neural Networks for Human Activity Recognition Using Body-Worn Sensors

Gernot A. Fink, Michael ten Hompel, Sascha Feldhorst, 2018, Informatics.

A hierarchical approach to unsupervised shape calibration of microphone array networks

Gernot A. Fink, Marius Hennecke, Thomas Plotz, 2009, 2009 IEEE/SP 15th Workshop on Statistical Signal Processing.

A flexible formal language for the orthographic transcription of spontaneous spoken dialogues

Gernot A. Fink, Michaela Johanntokrax, Brigitte Schaffranietz, 1995, EUROSPEECH.

Evaluating Word String Embeddings and Loss Functions for CNN-Based Word Spotting

Gernot A. Fink, Sebastian Sudholt, G. Fink, 2017, 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR).

Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images

Gernot A. Fink, Michael Hirsch, Rene Grzeszick, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Integration of parsing and incremental speech recognition

Sven Wachsmuth, Gernot A. Fink, Gerhard Sagerer, 1998, 9th European Signal Processing Conference (EUSIPCO 1998).

Segmentation-free query-by-string word spotting with Bag-of-Features HMMs

Gernot A. Fink, Leonard Rothacker, 2015, 2015 13th International Conference on Document Analysis and Recognition (ICDAR).

Passive Online Geometry Calibration of Acoustic Sensor Networks

Sharon Gannot, Gernot A. Fink, Axel Plinge, 2017, IEEE Signal Processing Letters.

Semantic hidden Markov networks

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1992, ICSLP.

Video-based on-line handwriting recognition

Gernot A. Fink, Gerhard Sagerer, Markus Wienecke, 2001, Proceedings of Sixth International Conference on Document Analysis and Recognition.

Optimistic and Pessimistic Neural Networks for Scene and Object Recognition pdf

Gernot A. Fink, Sebastian Sudholt, Rene Grzeszick, 2016, ArXiv.

KHATT: Arabic Offline Handwritten Text Database

Mohammad Alshayeb, Volker Märgner, Haikal El Abed, 2012, 2012 International Conference on Frontiers in Handwriting Recognition.

Retrieving Cuneiform Structures in a Segmentation-free Word Spotting Framework

Gernot A. Fink, Leonard Rothacker, Frank Weichert, 2015, HIP@ICDAR.

Real-time detection and interpretation of 3D deictic gestures for interactionwith an intelligent environment

Gernot A. Fink, Thomas Plötz, Jan Richarz, 2008, 2008 19th International Conference on Pattern Recognition.

Multi-stage HMM based Arabic text recognition with rescoring

Gernot A. Fink, Irfan Ahmad, G. Fink, 2015, 2015 13th International Conference on Document Analysis and Recognition (ICDAR).

Grapheme based speech recognition for large vocabularies

Franz Kummert, Gernot A. Fink, Christoph Schillo, 2000, INTERSPEECH.

Bag-of-Features HMMs for Segmentation-Free Word Spotting in Handwritten Documents

Gernot A. Fink, Leonard Rothacker, Marçal Rusiñol, 2013, 2013 12th International Conference on Document Analysis and Recognition.

Exploring Confidence Measures for Word Spotting in Heterogeneous Datasets

Gernot A. Fink, Fabian Wolf, Philipp Oberdiek, 2019, 2019 International Conference on Document Analysis and Recognition (ICDAR).

Generation of language models using the results of image analysis

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1995, EUROSPEECH.

Learning local image descriptors for word spotting

Gernot A. Fink, Sebastian Sudholt, Leonard Rothacker, 2015, 2015 13th International Conference on Document Analysis and Recognition (ICDAR).

Using Speech in Visual Object Recognition

Sven Wachsmuth, Franz Kummert, Gernot A. Fink, 2000, DAGM-Symposium.

Video-based whiteboard reading

Gernot A. Fink, Gerhard Sagerer, Markus Wienecke, 2005 .

Providing the basis for human-robot-interaction: a multi-modal attention system for a mobile robot

Sebastian Lang, Jannik Fritsch, Gernot A. Fink, 2003, ICMI '03.

Feature extraction for improved profile HMM based biological sequence analysis

Gernot A. Fink, Thomas Plötz, G. Fink, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Generating Cuneiform Signs with Cycle-Consistent Adversarial Networks

Gernot A. Fink, Frank Weichert, Gerfrid G. W. Müller, 2019, HIP@ICDAR.

Recognition Systems for Practical Applications

Gernot A. Fink, Thomas Plötz, 2011 .

Robust time-synchronous environmental adaptation for continuous speech recognition systems

Gernot A. Fink, Thomas Plötz, 2002, INTERSPEECH.

Foundations of Mathematical Statistics

Gernot A. Fink, 2014 .

PHOCNet: A Deep Convolutional Neural Network for Word Spotting in Handwritten Documents

Gernot A. Fink, Sebastian Sudholt, G. Fink, 2016, 2016 15th International Conference on Frontiers in Handwriting Recognition (ICFHR).

A Probabilistic Retrieval Model for Word Spotting Based on Direct Attribute Prediction

Gernot A. Fink, Leonard Rothacker, Hyunho Mo, 2018, 2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR).

Grouping Historical Postcards Using Query-by-Example Word Spotting

Gernot A. Fink, Leonard Rothacker, Rene Grzeszick, 2014, 2014 14th International Conference on Frontiers in Handwriting Recognition.

Research Issues for Designing Robot Companions: BIRON as a Case Study

Sebastian Lang, Jannik Fritsch, Gernot A. Fink, 2004 .

Toward object recognition with Proto-objects and Proto-scenes

Gernot A. Fink, Rene Grzeszick, Fabian Nasse, 2015, 2014 International Conference on Computer Vision Theory and Applications (VISAPP).

A comparative study of HMM-based approaches for the automatic recognition of perceptually relevant aspects of spontaneous German speech melody

Franz Kummert, Gernot A. Fink, Christel Brindöpke, 1999, EUROSPEECH.

Markov Models for Pattern Recognition: From Theory to Applications

Gernot A. Fink, G. Fink, 2007 .

Markov Models for Handwriting Recognition

Gernot A. Fink, Thomas Plötz, 2011, Springer Briefs in Computer Science.

Audiovisual Person Tracking with a Mobile Robot

Sebastian Lang, Jannik Fritsch, Gernot A. Fink, 2004 .

Robuste inkrementelle Verarbeitung gesprochener Sprache

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1995, DAGM-Symposium.

Towards a Human Centered Infrastructure for KNX enabled Intelligent Environments

Gernot A. Fink, Christian Kleine-Cosack, T Ploetz, 2008 .

Exploring Pattern Selection Strategies for Fast Neural Network Training

Gernot A. Fink, Szilárd Vajda, 2010, 2010 20th International Conference on Pattern Recognition.

A Bag-of-Features approach to acoustic event detection

Gernot A. Fink, Axel Plinge, Rene Grzeszick, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Template generation from postmarks using cascaded unsupervised learning

Elisa H. Barney Smith, Gernot A. Fink, 2015, HIP@ICDAR.

Training an Arabic handwriting recognizer without a handwritten training data set

Gernot A. Fink, Irfan Ahmad, 2015, 2015 13th International Conference on Document Analysis and Recognition (ICDAR).

Experiments in Distant Talking Speech Recognition Using a Standard Database

Gernot A. Fink, Sascha Hohenner, 2005 .

Dynamic search-space pruning for time-constrained speech recognition

Franz Kummert, Gernot A. Fink, Sascha Wendt, 2002, INTERSPEECH.

Active Learning of Ensemble Classifiers for Gesture Recognition

Gernot A. Fink, Christian Wöhler, Arne Grumpe, 2012, DAGM/OAGM Symposium.

Multi-modal and multi-camera attention in smart environments

Gernot A. Fink, Thomas Plötz, Boris Schauerte, 2009, ICMI-MLMI '09.

Bag-of-features HMMs for segmentation-free Bangla word spotting

Bidyut Baran Chaudhuri, Ujjwal Bhattacharya, Gernot A. Fink, 2013, MOCR '13.

Markov Model Concepts: The Essence

Gernot A. Fink, Thomas Plötz, 2011 .

Poster: Robust Neuro-Fuzzy Speaker Localization Using a Circular Microphone Array

Gernot A. Fink, Axel Plinge, Marius H. Hennecke, 2010 .

A Modified Isomap Approach to Manifold Learning in Word Spotting

Gernot A. Fink, Sebastian Sudholt, 2015, GCPR.

Towards Semi-supervised Transcription of Handwritten Historical Weather Reports

Gernot A. Fink, Szilárd Vajda, Jan Richarz, 2012, 2012 10th IAPR International Workshop on Document Analysis Systems.

Peter Marwedel and the Department of Computer Science of the TU Dortmund University

Gernot A. Fink, Heinrich Müller, 2021, A Journey of Embedded and Cyber-Physical Systems.

An investigation of modelling aspects for ratedependent speech recognition

Gernot A. Fink, Gerhard Sagerer, Britta Wrede, 2001, INTERSPEECH.

A Multi-modal Attention System for Smart Environments

Gernot A. Fink, Thomas Plötz, Boris Schauerte, 2009, ICVS.

A Method for Camera-Based Interactive Whiteboard Reading

Gernot A. Fink, Leonard Rothacker, Szilárd Vajda, 2011, CBDAR.

Hybrid object recognition in image sequences

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1998, Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).

Improving Handwritten Word Synthesis for Annotation-free Word Spotting

Gernot A. Fink, Kai Brandenbusch, Fabian Wolf, 2020, 2020 17th International Conference on Frontiers in Handwriting Recognition (ICFHR).

Automatic Detection of Song Changes in Music Mixes Using Stochastic Models

Kai Lienemann, Gernot A. Fink, Tobias Marschall, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

What is in the Dynamic Features: Analysis of the Derivatives of Log-Mel-Spectra

Gernot A. Fink, Britta Wrede, 2003 .

Robust Multichannel Acoustic Time Delay Estimation in Reverberant Environments

Gernot A. Fink, Marius H. Hennecke, 2010, Sprachkommunikation.

Combining acoustic and articulatory feature information for robust speech recognition

Gernot A. Fink, Gerhard Sagerer, Katrin Kirchhoff, 2002, Speech Commun..

Incremental generation of word graphs

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1996, Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96.

A multi-modal dialog system for a mobile robot

Gernot A. Fink, Britta Wrede, Shuyin Li, 2004, INTERSPEECH.

Identifying and Tackling Key Challenges in Semantic Word Spotting

Gernot A. Fink, Fabian Wolf, Oliver Tüselmann, 2020, 2020 17th International Conference on Frontiers in Handwriting Recognition (ICFHR).

Kernel Density Estimation for Post Recognition Score Analysis

Gernot A. Fink, Sebastian Sudholt, Leonard Rothacker, 2014, GCPR.

On the Influence of Superpixel Methods for Image Parsing

Gernot A. Fink, Leonard Rothacker, Rene Grzeszick, 2015, VISAPP.

Markov Model Based Handwriting Recognition

Gernot A. Fink, Thomas Plötz, 2011 .

Online multi-speaker tracking using multiple microphone arrays informed by auditory scene analysis

Gernot A. Fink, Axel Plinge, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

Online Bangla Word Recognition Using Sub-Stroke Level Features and Hidden Markov Models

Bidyut Baran Chaudhuri, Ujjwal Bhattacharya, Swapan K. Parui, 2010, 2010 12th International Conference on Frontiers in Handwriting Recognition.

Toward automatic video-based whiteboard reading

Gernot A. Fink, Gerhard Sagerer, Markus Wienecke, 2003, Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings..

Towards a Framework for Semi-Automated Annotation of Human Order Picking Activities Using Motion Capturing

Gernot A. Fink, Michael ten Hompel, Christopher Reining, 2018, 2018 Federated Conference on Computer Science and Information Systems (FedCSIS).

Query-by-Online Word Spotting Revisited: Using CNNs for Cross-Domain Retrieval

Gernot A. Fink, Sebastian Sudholt, Leonard Rothacker, 2017, 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR).

Architekturen situierter Kommunikatoren: Von Perzeption über Kognition zum Lernen

Helge J. Ritter, Jochen J. Steil, Jannik Fritsch, 2003, GI Jahrestagung.

Special issue on deep learning for document analysis and recognition

Venu Govindaraju, Lianwen Jin, Gernot A. Fink, 2018, International Journal on Document Analysis and Recognition (IJDAR).

Motion Classification for Analyzing the Order Picking Process using Mobile Sensors - General Concepts, Case Studies and Empirical Evaluation

Gernot A. Fink, Mojtaba Masoudinejad, Michael ten Hompel, 2016, ICPRAM.

Integrated Recognition and Interpretation of Speech for a Construction Task Domain

Sven Wachsmuth, Gernot A. Fink, Gerhard Sagerer, 1999, HCI.

Entwicklung verteilter Musteranalysesysteme mit DACS

Helge J. Ritter, Gernot A. Fink, Gerhard Sagerer, 1998, DAGM-Symposium.

A robust dialogue system for making an appointment

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1996, Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96.

Illumisense: Context sensitive illumination

Gernot A. Fink, Marius H. Hennecke, Christian Kleine-Cosack, 2011, 2011 Joint Workshop on Hands-free Speech Communication and Microphone Arrays.

A Speech Understanding and Dialog System with a Homogeneous Linguistic Knowledge Base

Heinrich Niemann, Franz Kummert, Thomas Kuhn, 1994, IEEE Trans. Pattern Anal. Mach. Intell..

Fundamentals of Automatic Speech Recognition

Gernot A. Fink, Britta Wrede, 2005 .

Markov Models for Pattern Recognition

Gernot A. Fink, G. Fink, 2014, Advances in Computer Vision and Pattern Recognition.

KHATT: An open Arabic offline handwritten text database

Mohammad Alshayeb, Volker Märgner, Gernot A. Fink, 2014, Pattern Recognit..

Improvements in Sub-character HMM Model Based Arabic Text Recognition

Gernot A. Fink, Irfan Ahmad, Sabri A. Mahmoud, 2014, 2014 14th International Conference on Frontiers in Handwriting Recognition.

Hidden Markov Models

Gernot A. Fink, G. Fink, 2014 .

Towards acoustic self-localization of ad hoc smartphone arrays

Gernot A. Fink, Marius H. Hennecke, 2011, 2011 Joint Workshop on Hands-free Speech Communication and Microphone Arrays.

Schritthaltende hybride Objektdetektion

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1997, DAGM-Symposium.

Integrating speaker identification and learning with adaptive speech recognition

Gernot A. Fink, Thomas Plötz, 2004, Odyssey.

On the Use of Context-Dependent Modeling Units for HMM-Based Offline Handwriting Recognition

Gernot A. Fink, Thomas Plötz, 2007, Ninth International Conference on Document Analysis and Recognition (ICDAR 2007).

Multi-speaker tracking using multiple distributed microphone arrays

Gernot A. Fink, Axel Plinge, G. Fink, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Open-vocabulary recognition of machine-printed Arabic text using hidden Markov models

Gernot A. Fink, Irfan Ahmad, Sabri A. Mahmoud, 2016, Pattern Recognit..

Mustererkennung mit Markov-Modellen

Gernot A. Fink, Gernot A. Fink, 2003 .

Zero-shot object prediction and context modeling using semantic scene knowledge pdf

Gernot A. Fink, Rene Grzeszick, G. Fink, 2016, ArXiv.

A new method for combined face detection and identification using interest point descriptors

Gernot A. Fink, Sebastian Stein, G. Fink, 2011, Face and Gesture 2011.

LARa: Creating a Dataset for Human Activity Recognition in Logistics Using Semantic Attributes

Gernot A. Fink, Michael ten Hompel, Friedrich Niemann, 2020, Sensors.

On the Application of SVM-Ensembles Based on Adapted Random Subspace Sampling for Automatic Classification of NMR Data

Kai Lienemann, Gernot A. Fink, Thomas Plötz, 2007, MCS.

Modeling of time constituents for speech understanding

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1993, EUROSPEECH.

Bag-of-Features Methods for Acoustic Event Detection and Classification

Gernot A. Fink, Axel Plinge, Rene Grzeszick, 2017, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Robust interpretation of speech

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1993, EUROSPEECH.

Lampung - a new handwritten character benchmark: database, labeling and recognition

Gernot A. Fink, Szilárd Vajda, Akmal Junaidi, 2011, MOCR_AND '11.

Efficient Model Evaluation

Gernot A. Fink, G. Fink, 2014 .

Geometry calibration of multiple microphone arrays in highly reverberant environments

Gernot A. Fink, Axel Plinge, 2014, 2014 14th International Workshop on Acoustic Signal Enhancement (IWAENC).

Word Hypotheses for Segmentation-Free Word Spotting in Historic Document Images

Gernot A. Fink, Sebastian Sudholt, Leonard Rothacker, 2017, 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR).

Expolring Architectures for CNN-Based Word Spotting pdf

Gernot A. Fink, Sebastian Sudholt, Fabian Wolf, 2018, ArXiv.

Unsupervised Learning of Scene Categories on the Lunar Surface

Gernot A. Fink, Christian Wöhler, Rene Grzeszick, 2019, VISIGRAPP.

Automatic Extraction of Language Models from a Linguistic Knowledge Base

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1992 .

Temporal Acoustic Words for Online Acoustic Event Detection

Gernot A. Fink, Axel Plinge, Rene Grzeszick, 2015, GCPR.

An Efficient Method for Making Un-supervised Adaptation of HMM-based Speech Recognition Systems Robust Against Out-of-Domain Data

Gernot A. Fink, Thomas Plötz, 2016 .

Camera-Based Analysis of Whiteboard Notes

Gernot A. Fink, Szilárd Vajda, T Ploetz, 2009 .

Geometry calibration of distributed microphone arrays exploiting audio-visual correspondences

Gernot A. Fink, Axel Plinge, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Neuron Pruning for Compressing Deep Networks Using Maxout Architectures

Gernot A. Fink, Rene Grzeszick, Fernando Moya Rueda, 2017, GCPR.

Unsupervised Estimation of Writing Style Models for Improved Unconstrained Off-line Handwriting Recognition

Gernot A. Fink, Thomas Plötz, G. Fink, 2006 .

Multi-modal anchoring for human-robot interaction

Sebastian Lang, Jannik Fritsch, Gernot A. Fink, 2003, Robotics Auton. Syst..

A New Approach for HMM based Protein Sequence Modeling and its Application to Remote Homology Classification

Gernot A. Fink, Thomas Plötz, 2005 .

Towards Human Centered Ambient Intelligence

Gernot A. Fink, Thomas Plötz, Christian Kleine-Cosack, 2008, AmI.

Towards Query-by-eXpression Retrieval of Cuneiform Signs

Gernot A. Fink, Eugen Rusakov, Turna Somel, 2020, 2020 17th International Conference on Frontiers in Handwriting Recognition (ICFHR).

Deep Neural Network based Human Activity Recognition for the Order Picking Process

Gernot A. Fink, Michael ten Hompel, Rene Grzeszick, 2017, iWOAR.

Vector Quantization and Mixture Estimation

Gernot A. Fink, 2014 .

Feature Representations for the Recognition of 3D Emblematic Gestures

Gernot A. Fink, Jan Richarz, G. Fink, 2010, HBU.

Analysis of Biological Sequences

Gernot A. Fink, 2014 .

Forward masking for increased robustness in automatic speech recognition

Franz Kummert, Gernot A. Fink, Sascha Wendt, 2001, INTERSPEECH.

A communication framework for heterogeneous distributed pattern analysis

Gernot A. Fink, Helge Ritter, Gerhard Sagerer, 1995, Proceedings 1st International Conference on Algorithms and Architectures for Parallel Processing.

Robust Parameter Estimation

Gernot A. Fink, G. Fink, 2014 .

A hybrid speech recognizer combining HMMs and polynomial classification

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 2000, INTERSPEECH.

Computations with Probabilities

Gernot A. Fink, G. Fink, 2014 .

Influence of duration on static and dynamic properties of German vowels in spontaneous speech

Gernot A. Fink, Gerhard Sagerer, Britta Wrede, 2000, INTERSPEECH.

From Weakly Supervised Object Localization to Semantic Segmentation by Probabilistic Image Modeling

Gernot A. Fink, Christian Wöhler, Rene Grzeszick, 2017, 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA).

Bag-of-Features Representations for Offline Handwriting Recognition Applied to Arabic Script

Gernot A. Fink, Leonard Rothacker, Szilárd Vajda, 2012, 2012 International Conference on Frontiers in Handwriting Recognition.

Weakly Supervised Object Detection with Pointwise Mutual Information pdf

Gernot A. Fink, Sebastian Sudholt, Rene Grzeszick, 2018, ArXiv.

Modality integration and dialog management for a robotic assistant

Jannik Fritsch, Gernot A. Fink, Axel Haasch, 2005, INTERSPEECH.

Automatic Classification of NMR Spectra by Ensembles of Local Experts

Kai Lienemann, Gernot A. Fink, Thomas Plötz, 2008, SSPR/SPR.

EVAR: Ein sprachverstehendes Dialosystem

Elmar Nöth, Franz Kummert, Gernot A. Fink, 1992, KONVENS.

On the Use of Context-Dependent Modeling Units for HMM-Based Offline Handwriting Recognition

Gernot A. Fink, Thomas Plötz, 2007 .

Detection of unknown words and its evaluation

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1995, EUROSPEECH.

Speech recognition using semantic hidden Markov networks

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1993, EUROSPEECH.

Combining Symbolic Reasoning and Deep Learning for Human Activity Recognition

Gernot A. Fink, Stefan Lüdtke, Kristina Yordanova, 2019, 2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops).

Robuste Verarbeitung fehlerhafter Segmentierungsergebnisse

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1992, DAGM-Symposium.

Calibration-free camera hand-over for fast and reliable person tracking in multi-camera setups

Gernot A. Fink, Birgit Möller, Thomas Plötz, 2008, 2008 19th International Conference on Pattern Recognition.

A close high-level interaction scheme for recognition and interpretation of speech

Franz Kummert, Gernot A. Fink, Gerhard Sagerer, 1994, ICSLP.

BIRON - The Bielefeld Robot Companion

Sebastian Lang, Jannik Fritsch, Gernot A. Fink, 2004 .

Unsupervised Geometry Calibration of Acoustic Sensor Networks Using Source Correspondences

Reinhold Häb-Umbach, Gernot A. Fink, Marius H. Hennecke, 2011, INTERSPEECH.

Face Detection Using GPU-Based Convolutional Neural Networks

Gernot A. Fink, Christian Thurau, Fabian Nasse, 2009, CAIP.

An Iterative Partitioning-Based Method for Semi-Supervised Annotation Learning in Image Collections

Gernot A. Fink, Rene Grzeszick, G. Fink, 2016, Int. J. Pattern Recognit. Artif. Intell..

Configuration of Hidden Markov Models

Gernot A. Fink, G. Fink, 2014 .

Markov models for offline handwriting recognition: a survey

Gernot A. Fink, Thomas Plötz, G. Fink, 2009, International Journal on Document Analysis and Recognition (IJDAR).

Integrated perception of cooperative human-machine interaction

Sven Wachsmuth, Franz Kummert, Christian Bauckhage, 2006 .

Bag-of-features representations using spatial visual vocabularies for object classification

Gernot A. Fink, Leonard Rothacker, Rene Grzeszick, 2013, 2013 IEEE International Conference on Image Processing.

Camera-assisted Pick-by-feel

Gernot A. Fink, Michael ten Hompel, Rene Grzeszick, 2016 .

A Handwriting Recognition System Based on Visual Input

Gernot A. Fink, Gerhard Sagerer, Markus Wienecke, 2001, ICVS.

Experiments in Unconstrained Offline Handwritten Text Recognition

Gernot A. Fink, Gerhard Sagerer, Markus Wienecke, 2002 .

Zero-shot Object Prediction using Semantic Scene Knowledge

Gernot A. Fink, Rene Grzeszick, G. Fink, 2016, VISIGRAPP.

Novel Sub-character HMM Models for Arabic Text Recognition

Gernot A. Fink, Leonard Rothacker, Irfan Ahmad, 2013, 2013 12th International Conference on Document Analysis and Recognition.

Strategies for Training Robust Neural Network Based Digit Recognizers on Unbalanced Data Sets

Gernot A. Fink, Szilárd Vajda, 2010, 2010 12th International Conference on Frontiers in Handwriting Recognition.

Word Spotting in Historical Document Collections with Online-Handwritten Queries

Gernot A. Fink, Leonard Rothacker, Christian Wieprecht, 2016, 2016 12th IAPR Workshop on Document Analysis Systems (DAS).

Toward automatic video-based whiteboard reading

Gernot A. Fink, Gerhard Sagerer, Markus Wienecke, 2004, International Journal of Document Analysis and Recognition (IJDAR).

From Human Pose to On-Body Devices for Human-Activity Recognition

Gernot A. Fink, Fernando Moya Rueda, G. Fink, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Embedded Attributes for Cuneiform Sign Spotting

Gernot A. Fink, Eugen Rusakov, Turna Somel, 2021, ICDAR.

Guest Editorial: Special Issue: Computer Vision and Pattern Recognition (DAGM GCPR 2019)

Simone Frintrop, Xiaoyi Jiang, Gernot A. Fink, 2021, International Journal of Computer Vision.

Generation of Attributes for Highly Imbalanced Land Cover Data

Gernot A. Fink, Thorsten Wilhelm, Dominik Koßmann, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Are End-to-End Systems Really Necessary for NER on Handwritten Document Images?

Gernot A. Fink, Fabian Wolf, Oliver Tüselmann, 2021, ICDAR.

Benchmarking Annotation Procedures for Multi-channel Time Series HAR Dataset

Gernot A. Fink, Christopher Reining, Fernando Moya Rueda, 2021, 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops).

Graph Convolutional Neural Networks for Learning Attribute Representations for Word Spotting

Gernot A. Fink, Andreas Fischer, Fabian Wolf, 2021, ICDAR.

Towards Tackling Multi-Label Imbalances in Remote Sensing Imagery

Gernot A. Fink, Thorsten Wilhelm, Dominik Koßmann, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Human Activity Recognition using Attribute-Based Neural Networks and Context Information pdf

Thomas Kirste, Gernot A. Fink, Stefan Lüdtke, 2021, ArXiv.

Real-time Detection and Interpretation of 3 D Deictic Gestures for Interaction With an Intelligent Environment

Gernot A. Fink, Thomas Plötz, Jan Richarz, 2008 .

ESMERALDA : A Development Environment for HMM-Based Pattern Recognition Systems — Extended

Gernot A. Fink, Thomas Plötz, G. Fink, 2007 .

BAG-OF-FEATURES ACOUSTIC EVENT DETECTION FOR SENSOR NETWORKS

Gernot A. Fink, Axel Plinge, Rene Grzeszick, 2016 .