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ORCIDStefan Agne
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Books and Theses
- 2008
[b1]Stefan Agne:
Benchmarking der Text-basierten Anteile eines exemplarischen DAU-Systems. University of Kaiserslautern, 2008, ISBN 978-3-89963-725-0, pp. 1-238
Journal Articles
- 2024
- [j7]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: 103537-103564 (2024) - [j6]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXclassifier: towards a robust and interpretable deep neural network for document image classification. Int. J. Document Anal. Recognit. 27(3): 447-473 (2024) - [j5]Saifullah Saifullah, Dominique Mercier, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Towards privacy preserved document image classification: a comprehensive benchmark. Int. J. Document Anal. Recognit. 27(3): 475-499 (2024) - 2023
- [j4]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): 187-209 (2023) - 2018
- [j3]Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DeCNT: Deep Deformable CNN for Table Detection. IEEE Access 6: 74151-74161 (2018) - 2014
- [j2]Björn Forcher, Thomas Roth-Berghofer, Stefan Agne, Andreas Dengel:
Intuitive justifications of medical semantic search results. Eng. Appl. Artif. Intell. 30: 1-17 (2014) - 2002
- [j1]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): 30-33 (2002)
Conference and Workshop Papers
- 2024
- [c31]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. ICDAR (4) 2024: 103-123 - [c30]Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Latent Diffusion for Guided Document Table Generation. ICDAR (5) 2024: 368-383 - [c29]Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. ICDAR (2) 2024: 429-444 - 2023
- [c28]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
ColDBin: Cold Diffusion for Document Image Binarization. ICDAR (5) 2023: 207-226 - 2022
- [c27]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: 1628-1635 - 2018
- [c26]Syed Tahseen Raza Rizvi, Dominique Mercier, Stefan Agne, Steffen Erkel, Andreas Dengel, Sheraz Ahmed:
Ontology-based Information Extraction from Technical Documents. ICAART (2) 2018: 493-500 - [c25]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 - 2017
- [c24]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: 1162-1167 - 2016
- [c23]Hassan Issa, Amir Guirguis, Shary Beshara, Stefan Agne, Andreas Dengel:
Preference based Filtering and Recommendations for Running Routes. WEBIST (2) 2016: 139-146 - 2015
- [c22]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: 171-179 - 2014
- [c21]Salma Tayel, Stefan Agne, Andreas Dengel, Slim Abdennadher:
An Aggressive Feature Selection Technique for Rule-based Text Categorization. ICAART (1) 2014: 511-517 - [c20]Alaa Shafaee, Hassan Issa, Stefan Agne, Stephan Baumann, Andreas Dengel:
Aspect-Based Sentiment Analysis of Amazon Reviews for Fitness Tracking Devices. PAKDD Workshops 2014: 50-61 - 2012
- [c19]Björn Forcher, Stefan Agne, Andreas Dengel, Michael Gillmann, Thomas Roth-Berghofer:
Towards Understandable Explanations for Document Analysis Systems. Document Analysis Systems 2012: 6-10 - 2011
- [c18]Björn Forcher, Thomas Roth-Berghofer, Stefan Agne:
Justifying Semantic Search Results By Means Of Semantic Frequency Classes. ExaCt 2011: 11-20 - [c17]Björn Forcher, Stefan Agne, Andreas Dengel, Michael Gillmann, Thomas Roth-Berghofer:
Semantic Logging: Towards Explanation-Aware DAS. ICDAR 2011: 1140-1144 - 2009
- [c16]Frederick Schulz, Markus Ebbecke, Michael Gillmann, Benjamin Adrian, Stefan Agne, Andreas Dengel:
Seizing the Treasure: Transferring Knowledge in Invoice Analysis. ICDAR 2009: 848-852 - 2008
- [c15]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: 119-128 - 2007
- [c14]Sebastian Baumgärtner, Achim Ebert, Matthias Deller, Stefan Agne:
2D meets 3D: a human-centered interface for visual data exploration. CHI Extended Abstracts 2007: 2273-2278 - [c13]Matthias Deller, Achim Ebert, Michael Bender, Stefan Agne, Henning Barthel:
Preattentive visualization of information relevance. HCM@MM 2007: 47-56 - 2006
- [c12]Bertin Klein, Stefan Agne, Andreas Dengel:
On Benchmarking of Invoice Analysis Systems. Document Analysis Systems 2006: 312-323 - [c11]Stefan Agne, Christian Reuschling, Andreas Dengel:
DynaQ - Dynamic Queries for Electronic Document Management. EDOC Workshops 2006: 61 - [c10]Katja Einsfeld, Stefan Agne, Matthias Deller, Achim Ebert, Bertin Klein, Christian Reuschling:
Dynamic Visualization and Navigation of Semantic Virtual Environments. IV 2006: 569-574 - [c9]Andreas Dengel, Stefan Agne, Bertin Klein, Achim Ebert, Matthias Deller:
Human-centered interaction with documents. HCM@MM 2006: 35-44 - 2005
- [c8]Tristan Miller, Stefan Agne:
Attention-based information retrieval using eye tracker data. K-CAP 2005: 209-210 - [c7]Katja Einsfeld, Achim Ebert, Stefan Agne, Bertin Klein:
DocuWorld - A 3D User Interface to the Semantic Desktop. Semantic Desktop Workshop 2005 - [c6]Markus Stäudel, Bertin C. A. Klein, Stefan Agne:
Pen-based Acquisition of Real World Annotations for Document Information Spaces. Semantic Desktop Workshop 2005 - 2004
- [c5]Bertin Klein, Stefan Agne, Andreas Dengel:
Results of a Study on Invoice-Reading Systems in Germany. Document Analysis Systems 2004: 451-462 - 2003
- [c4]Stefan Agne, Andreas Dengel, Bertin Klein:
Evaluating SEE - A Benchmarking System for Document Page Segmentation. ICDAR 2003: 634- - [c3]Bertin Klein, Stefan Agne, Andrew D. Bagdanov:
Understanding Document Analysis and Understanding (through Modeling). ICDAR 2003: 1218-1222 - 2000
- [c2]Stefan Agne, Markus Rogger, Joerg Rohrschneider:
Benchmarking of document page segmentation. Document Recognition and Retrieval 2000: 165-173 - 1998
- [c1]Stefan Agne, Hans-Günther Hein:
Pattern matcher for OCR-corrupted documents and its evaluation. Document Recognition 1998: 160-168
Informal and Other Publications
- 2024
- [i4]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. CoRR abs/2407.03830 (2024) - [i3]Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. CoRR abs/2407.15608 (2024) - [i2]Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Latent Diffusion for Guided Document Table Generation. CoRR abs/2408.09800 (2024) - 2023
- [i1]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction. CoRR abs/2310.03777 (2023)
Coauthor Index
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