Stefan Agne

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 12

Top Venues

University of Kaiserslautern (PHD)

Education History

University of Kaiserslautern

PHD

Publications

Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. CoRR (2024)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification. IEEE Access 12 (2024)
Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. CoRR (2024)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
ColDBin: Cold Diffusion for Document Image Binarization. ICDAR (5) (2023)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction. CoRR (2023)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
Analyzing the potential of active learning for document image classification. Int. J. Document Anal. Recognit. 26 (3) (2023)
Saifullah Saifullah, Shoaib Ahmed Siddiqui, Stefan Agne, Andreas Dengel, Sheraz Ahmed
Are Deep Models Robust against Real Distortions? A Case Study on Document Image Classification. ICPR (2022)
Syed Tahseen Raza Rizvi, Dominique Mercier, Stefan Agne, Steffen Erkel, Andreas Dengel, Sheraz Ahmed
Ontology-based Information Extraction from Technical Documents. ICAART (2) (2018)
Seyyed Saleh Mozaffari Chanijani, Federico Raue, Saeid Dashti Hassanzadeh, Stefan Agne, Syed Saqib Bukhari, Andreas Dengel
Reading Type Classification based on Generative Models and Bidirectional Long Short-Term Memory. IUI Workshops (2018)
Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Stefan Agne, Andreas Dengel, Sheraz Ahmed
DeCNT: Deep Deformable CNN for Table Detection. IEEE Access 6 (2018)
Sebastian Schreiber, Stefan Agne, Ivo Wolf, Andreas Dengel, Sheraz Ahmed
DeepDeSRT: Deep Learning for Detection and Structure Recognition of Tables in Document Images. ICDAR (2017)
Hassan Issa, Amir Guirguis, Shary Beshara, Stefan Agne, Andreas Dengel
Preference based Filtering and Recommendations for Running Routes. WEBIST (2) (2016)
Hassan Issa, Alaa Shafaee, Stefan Agne, Stephan Baumann, Andreas Dengel
User-sentiment based Evaluation for Market Fitness Trackers - Evaluation of Fitbit One, Jawbone Up and Nike+ Fuelband based on Amazon.com Customer Reviews. ICT4AgeingWell (2015)
Björn Forcher, Thomas Roth-Berghofer, Stefan Agne, Andreas Dengel
Intuitive justifications of medical semantic search results. Eng. Appl. Artif. Intell. 30 (2014)
Alaa Shafaee, Hassan Issa, Stefan Agne, Stephan Baumann, Andreas Dengel
Aspect-Based Sentiment Analysis of Amazon Reviews for Fitness Tracking Devices. PAKDD Workshops (2014)
Salma Tayel, Stefan Agne, Andreas Dengel, Slim Abdennadher
An Aggressive Feature Selection Technique for Rule-based Text Categorization. ICAART (1) (2014)
Björn Forcher, Stefan Agne, Andreas Dengel, Michael Gillmann, Thomas Roth-Berghofer
Towards Understandable Explanations for Document Analysis Systems. Document Analysis Systems (2012)
Björn Forcher, Thomas Roth-Berghofer, Stefan Agne
Justifying Semantic Search Results By Means Of Semantic Frequency Classes. ExaCt (2011)
Björn Forcher, Stefan Agne, Andreas Dengel, Michael Gillmann, Thomas Roth-Berghofer
Semantic Logging: Towards Explanation-Aware DAS. ICDAR (2011)
Frederick Schulz, Markus Ebbecke, Michael Gillmann, Benjamin Adrian, Stefan Agne, Andreas Dengel
Seizing the Treasure: Transferring Knowledge in Invoice Analysis. ICDAR (2009)
Matthias Deller, Stefan Agne, Achim Ebert, Andreas Dengel, Hans Hagen, Bertin Klein, Michael Bender, Tony Bernardin, Bernd Hamann
Managing a document-based information space. IUI (2008)
Matthias Deller, Achim Ebert, Michael Bender, Stefan Agne, Henning Barthel
Preattentive visualization of information relevance. HCM@MM (2007)
Sebastian Baumgärtner, Achim Ebert, Matthias Deller, Stefan Agne
2D meets 3D: a human-centered interface for visual data exploration. CHI Extended Abstracts (2007)
Andreas Dengel, Stefan Agne, Bertin Klein, Achim Ebert, Matthias Deller
Human-centered interaction with documents. HCM@MM (2006)
Stefan Agne, Christian Reuschling, Andreas Dengel
DynaQ - Dynamic Queries for Electronic Document Management. EDOC Workshops (2006)
Bertin Klein, Stefan Agne, Andreas Dengel
On Benchmarking of Invoice Analysis Systems. Document Analysis Systems (2006)
Katja Einsfeld, Stefan Agne, Matthias Deller, Achim Ebert, Bertin Klein, Christian Reuschling
Dynamic Visualization and Navigation of Semantic Virtual Environments. IV (2006)
Tristan Miller, Stefan Agne
Attention-based information retrieval using eye tracker data. K-CAP (2005)
Katja Einsfeld, Achim Ebert, Stefan Agne, Bertin Klein
DocuWorld - A 3D User Interface to the Semantic Desktop. Semantic Desktop Workshop (2005)
Markus Stäudel, Bertin C. A. Klein, Stefan Agne
Pen-based Acquisition of Real World Annotations for Document Information Spaces. Semantic Desktop Workshop (2005)
Bertin Klein, Stefan Agne, Andreas Dengel
Results of a Study on Invoice-Reading Systems in Germany. Document Analysis Systems (2004)
Stefan Agne, Andreas Dengel, Bertin Klein
Evaluating SEE - A Benchmarking System for Document Page Segmentation. ICDAR (2003)
Bertin Klein, Stefan Agne, Andrew D. Bagdanov
Understanding Document Analysis and Understanding (through Modeling). ICDAR (2003)
Stefan Agne, Armin Hust, Stefan Klink, Markus Junker, Andreas Dengel, Christoph Altenhofen, Jürgen Franke, Ingrid Renz, Bertin Klein
Text-Mining in Adaptive Read. Künstliche Intell. 16 (2) (2002)
Stefan Agne, Markus Rogger, Joerg Rohrschneider
Benchmarking of document page segmentation. Document Recognition and Retrieval (2000)
Stefan Agne, Hans-Günther Hein
Pattern matcher for OCR-corrupted documents and its evaluation. Document Recognition (1998)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stefan Agne