2015

A comparison of 1D and 2D LSTM architectures for the recognition of handwritten Arabic
Mohammad Reza Yousefi, Mohammad Reza Soheili, Thomas Breuel, Didier Stricker
Proc. of SPIE-IS&T Electronic Imaging, San Francisco, San Francisco, USA, k.A., 2/2015

Assistenz- und Wissensdienste für den Shopfloor
Carsten Ullrich, Matthias Aust, Roland Blach, Michael Dietrich, Christoph Igel, Niklas Kreggenfeld, Denise Kahl, Christopher Prinz, Simon Schwantzer
Proceedings of DeLFI Workshops 2015, München, Germany, CEUR-WS.org, 2015

2014

iCOP: Automatically Identifying New Child Abuse Media in P2P Networks
Claudia Peersman, Christian Schulze, Awais Rashid, Margaret Brennan, Carl Fischer
Proceedings of the International Workshop on Cyber Crime 2014, San Jose, CA, USA, Springer, 5/2014

Anomaly Detection in Large Datasets
Markus Goldstein
Pages 248,
PhD-Thesis, Dr. Hut, Technische Universität Kaiserslautern, München, 2/2014


Optimized SIFT Feature Matching for Image Retrieval
Christian Schulze, Marcus Eichenberger-Liwicki
Proceedings of the 10th International Workshop on Adaptive Multimedia Retrieval, Kopenhagen, Denmark, Springer, 2014

Automatic Detection of CSA Media by Multi-modal Feature Fusion for Law Enforcement Support
Christian Schulze, Dominik Henter, Damian Borth, Andreas Dengel
Proceedings of the ACM International Conference on Multimedia Retrieval 2014, Glasgow, United Kingdom, ACM, New York, NY, USA, 2014

Printer Identification using Supervised Learning for Document Forgery Detection
Faisal Shafait
Document Analysis Systems (DAS), 2014 11th IAPR International Workshop on , Pages 146-150, Tours – Loire Valley, France, IEEE, 2014

2013

Analysis and Forecasting of Trending Topics in Online Media Streams
Christopher Tim Althoff, Damian Borth, Jörn Hees, Andreas Dengel
ACM MM 2013, Barcelona, Spain, ACM, ACM, 10/2013

Large-scale Visual Sentiment Ontology and Detectors Using Adjective Noun Pairs
Damian Borth, Rongrong Ji, Tao Chen, Thomas Breuel, Shih-Fu Chang
ACM MM 2013, Barcelona, Spain, ACM, ACM, 10/2013

Anomaly Detection
Markus Goldstein
RapidMiner: Data Mining Use Cases and Business Analytics Applications, Data Mining and Knowledge Discovery, Pages 367-394, Chapman and Hall/CRC, 10/2013

Enhancing One-class Support Vector Machines for Unsupervised Anomaly Detection
Mennatallah Amer, Markus Goldstein, Slim Abdennadher
Proceedings of the ACM SIGKDD Workshop on Outlier Detection and Description (ODD), Pages 8-15, Chicago, IL, USA, ACM, New York, NY, USA, 8/2013

Document Authentication using Printing Technique Features and Unsupervised Anomaly Detection
Johann Gebhardt, Markus Goldstein, Faisal Shafait, Andreas Dengel
Proceedings of the 12th International Conference on Document Analysis and Recognition, Pages 479-483, Washington, DC, USA, IEEE Computer Society, 8/2013

Rule-based Complaint Detection using RapidMiner
Salma Tayel, Matthias Reif, Andreas Dengel
In: Simon Fischer, Ingo Mierswa, João Mendes Moreira, Carlos Soares (eds.) RCOMM 2013, Pages 141-149, Porto, Portugal, Shaker-Verlag, Aachen, 8/2013

Enhancing Security Event Management Systems with Unsupervised Anomaly Detection
Markus Goldstein, Stefan Asanger, Matthias Reif, Andrew Hutchinson
Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods, Pages 530-538, Barcelona, Spain, SciTePress, INSTICC, 2/2013

Content Analysis meets Viewers: linking Concept Detection with Demographics on YouTube
Adrian Ulges, Damian Borth, Markus Koch
International Journal of Multimedia Information Retrieval volume 1 number 5, Pages 1-14, Springer, 1/2013

Predicting Classifier Combinations
Matthias Reif, Annika Leveringhaus, Faisal Shafait, Andreas Dengel
Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods, Barcelona, Spain, SciTePress, INSTICC, 2013

Eye-Tracker Based Part-Image Selection for Image Retrieval
Christian Schulze, Robby Frister, Faisal Shafait
Image Processing (ICIP), 2013 20th IEEE International Conference on, Melbourne, Victoria, Australia, IEEE, IEEE, 2013

A Generic Method for Stamp Segmentation Using Part-Based Features
Sheraz Ahmed, Faisal Shafait, Marcus Eichenberger-Liwicki, Andreas Dengel
ICDAR, Washington, DC, USA, IEEE, 2013

Automatic Support for the Development of Classification Systems
Matthias Reif
PhD-Thesis, DFKI, Trippstadterstr. 122 67663 Kaiserslautern, 2013

2012

FastLOF: An Expectation-Maximization based Local Outlier Detection Algorithm
Markus Goldstein
Proceedings of the 21st International Conference on Pattern Recognition, Pages 2282-2285, Tsukuba, Japan, IEEE, 11/2012

Retrieving Objects, People and Places from a Video Collection: TRECVID'12 Instance Search Task
Christian Schulze, Sebastian Palacio
Proceedings of the TRECVID 2012 Workshop, Gaithersburg, Maryland, USA, Online-Proceedings, 11/2012

Dynamic Vocabularies for Web-based Concept Detection by Trend Discovery
Damian Borth, Adrian Ulges, Thomas Breuel
Proceedings of the International Conference on Multimedia, Nara, Japan, ACM, ACM, 10/2012

Tag Suggestion on YouTube by Personalizing Content-based Auto-Annotation
Dominik Henter, Damian Borth, Adrian Ulges
Proceedings of the International Conference on Multimedia, Nara, Japan, ACM, ACM, 10/2012

Pornography Detection in Video Benefits (a lot) from a Multi-modal Approach
Adrian Ulges, Christian Schulze, Damian Borth, Armin Stahl
Proceedings of the International Conference on Multimedia, Nara, Japan, ACM, ACM, 10/2012

Histogram-based Outlier Score (HBOS): A fast Unsupervised Anomaly Detection Algorithm
Markus Goldstein, Andreas Dengel
In: Stefan Wölfl (ed.) KI-2012: Poster and Demo Track, Pages 59-63, Saarbrücken, Germany, Online, 9/2012

Nearest-Neighbor and Clustering based Anomaly Detection Algorithms for RapidMiner
Mennatallah Amer, Markus Goldstein
In: Simon Fischer, Ingo Mierswa (eds.) Proceedings of the 3rd RapidMiner Community Meeting and Conferernce (RCOMM 2012), Pages 1-12, Budapest, Hungary, Shaker Verlag GmbH, Aachen, 8/2012

Automatic Image and Video Understanding for Investigations of Child Sexual Abuse
Adrian Ulges, Christian Schulze, Armin Stahl
Abstract Book of the 6th European Academy of Forensic Science Conference , Den Haag, Netherlands, ENFSI, 8/2012

Automatic Forgery Detection on Printed Invoices: Results and Conclusions
Joost van Beusekom, Armin Stahl
Abstract Book of the 6th European Academy of Forensic Science Conference, Den Haag, Netherlands, ENFSI, 8/2012

User Gaze Detection on Arbitrary Objects Using Physical Sensors and an Eye Tracker in a Real Environment
Takumi Toyama, Thomas Kieninger, Faisal Shafait, Andreas Dengel
Asia-Pacific Conference on Computer Human Interaction, Matsue, Japan, ACM, 8/2012

Automatic classifier selection for non-experts
Matthias Reif, Faisal Shafait, Markus Goldstein, Thomas Breuel, Andreas Dengel
Pattern Analysis and Applications volume July 2012, Pages 1-14, Springer-Verlag, 7/2012

Linking Visual Concept Detection with Viewer Demographics
Adrian Ulges, Markus Koch, Damian Borth
ICMR 2012, Hong Kong, Hong Kong, ACM, ACM, 6/2012

How Salient is Scene Text?
Asif Shahab, Faisal Shafait, Andreas Dengel, Seiichi Uchida
IAPR International Workshop on Document Analysis Systems, Gold Coast, Queensland, Australia, IEEE, 3/2012

Recognizing Words in Scenes with a Head-Mounted Eye-Tracker
Takuya Kobayashi, Takumi Toyama, Faisal Shafait, Andreas Dengel, Masakazu Iwamura, Koichi Kise
IAPR International Workshop on Document Analysis Systems, Gold Coast, Queensland, Australia, IEEE, 3/2012

Scanning Neural Network for Text Line Recognition
Sheikh Faisal Rashid, Faisal Shafait, Thomas Breuel
IAPR International Workshop on Document Analysis Systems, Gold Coast, Queensland, Australia, IEEE, 3/2012

OCR-Free Table of Contents Detection in Urdu Books
Adnan Ul Hasan, Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
IAPR International Workshop on Document Analysis Systems, Gold Coast, Queensland, Australia, IEEE, 3/2012

Improvements to Uncalibrated Feature-based Stereo Matching for Document Images by using Text-Line Segmentation
Muhammed Zeeshan Afzal, Martin Krämer, Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
IAPR International Workshop on Document Analysis Systems, Gold Coast, Queensland, Australia, IEEE, 3/2012

A Comprehensive Dataset for Evaluating Approaches of various Meta-Learning Tasks
Matthias Reif
In: J. Salvador Sánchez, Pedro Latorre Carmona (eds.) Proceedings of the First International Conference on Pattern Recognition Applications and Methods, Vilamoura, Portugal, SciTePress, 2/2012

Gaze Guided Object Recognition Using a Head-Mounted Eye Tracker
Takumi Toyama, Thomas Kieninger, Faisal Shafait, Andreas Dengel
The Seventh ACM Symposium on Eye Tracking Research & Applications, Santa Barbara, California, USA, ACM, 2012

Coupled Snakelets for Curled Text-Line Segmentation from Warped Document Images
Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
International Journal on Document Analysis and Recognition volume 15, Pages 1-16, Springer, 2012

Multimedia in Forensics, Security, and Intelligence
Sebastiano Battiato, Sabu Emmanuel, Adrian Ulges, Marcel Worring
IEEE Multimedia volume 19, Pages 17-19, IEEE Computer Society, Los Alamitos, CA, USA, 2012

Text-line examination for document forgery detection
Joost van Beusekom, Faisal Shafait, Thomas Breuel
International Journal on Document Analysis and Recognition volume Online First, Pages 1-19, Springer, 2012

Meta-learning for evolutionary parameter optimization of classifiers
Matthias Reif, Faisal Shafait, Andreas Dengel
Machine Learning volume 87 number 3, Pages 357-380, Springer Netherlands, 2012

Dataset Generation for Meta-Learning
Matthias Reif, Faisal Shafait, Andreas Dengel
In: Stefan Wölfl (ed.) KI-2012: Poster and Demo Track, Pages 69-73, Saarbrücken, Germany, online, 2012

Meta²-Features: Providing Meta-Learners More Information
Matthias Reif, Faisal Shafait, Andreas Dengel
In: Stefan Wölfl (ed.) KI-2012: Poster and Demo Track, Pages 74-77, Saarbrücken, Germany, online, 2012

2011

Automatic Concept-to-Query Mapping for Web-based Concept Detector Training
Damian Borth, Adrian Ulges, Thomas Breuel
Proceedings of the International Conference on Multimedia, Scottsdale, Arizona, USA, ACM, ACM, 11/2011

Prediction of Classifier Training Time Including Parameter Optimization
Matthias Reif, Faisal Shafait, Andreas Dengel
In: Joscha Bach, Stefan Edelkamp (eds.) Proceedings of the 34th Annual German Conference on Artificial Intelligence volume 7006, Lecture Notes in Computer Science, Pages 260-271, Berlin, Germany, Springer, Berlin, Heidelberg, 10/2011

ICDAR 2011 Robust Reading Competition Challenge 2: Reading Text in Scene Images
Asif Shahab, Faisal Shafait, Andreas Dengel
Proceedings of the 11th International Conference on Document Analysis and Recognition, Beijing, China, IEEE, 9/2011

Text-Line Extraction using a Convolution of Isotropic Gaussian Filter with a Set of Line Filters
Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
Proceedings of the 11th International Conference on Document Analysis and Recognition, Beijing, China, IEEE, 9/2011

High Performance Layout Analysis of Arabic and Urdu Document Images
Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
Proceedings of the 11th International Conference on Document Analysis and Recognition, Beijing, China, IEEE, 9/2011

Bayesian Approach to Photo Time-Stamp Recognition
Asif Shahab, Faisal Shafait, Andreas Dengel
Proceedings of the 11th International Conference on Document Analysis and Recognition, Beijing, China, IEEE, 9/2011

Distortion Measurement for Automatic Document Verification
Joost van Beusekom, Faisal Shafait
Proceedings of the 11th International Conference on Document Analysis and Recognition, Beijing, China, IEEE, 9/2011

An evaluation of HMM-based Techniques for the Recognition of Screen Rendered Text
Sheikh Faisal Rashid, Faisal Shafait, Thomas Breuel
Proceedings of the 11th International Conference on Document Analysis and Recognition, Beijing, China, IEEE, 9/2011

A Case-Based Reasoning Approach for Providing Machine Diagnosis from Service Reports
Kerstin Bach, Klaus-Dieter Althoff, Régis Newo, Armin Stahl
In: Ashwin Ram, Nirmalie Wiratunga (eds.) Case-Based Reasoning Research and Development Case-Based Reasoning Research and Development volume 6880, Lecture Notes in Computer Science, Pages 363-377, London, United Kingdom, Springer Verlag, Berlin Heidelberg, 9/2011

Decapod: A flexible, low cost digitization solution for small and medium archives
Faisal Shafait, Michael P. Cutter, Joost van Beusekom, Syed Saqib Bukhari, Thomas Breuel
4th International Workshop on Camera-Based Document Analysis and Recognition, Lecture Notes in Computer Science, Beijing, China, Springer, 9/2011

Border Noise Removal of Camera-Captured Document Images using Page-Frame Detection
Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
4th International Workshop on Camera-Based Document Analysis and Recognition, Lecture Notes in Computer Science, Beijing, China, Springer, 9/2011

An Image Based Performance Evaluation Method for Page Dewarping Algorithms using SIFT Features
Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
4th International Workshop on Camera-Based Document Analysis and Recognition, Lecture Notes in Computer Science, Beijing, China, Springer, 9/2011

The IUPR Dataset of Camera-Captured Document Images
Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
4th International Workshop on Camera-Based Document Analysis and Recognition, Lecture Notes in Computer Science, Beijing, China, Springer, 9/2011

A Bayes-True Data Generator for Evaluation of Supervised and Unsupervised Learning Methods
Janick Frasch, Aleksander Lodwich, Faisal Shafait, Thomas Breuel
Pattern Recognition Letters volume 32 number 11, Pages 1523-1531, Elsevier, 8/2011

Smart Video Buddy - Content-based Live Recommendation
Damian Borth, Christian Kofler, Adrian Ulges
Proceedings of the International Conference on Multimedia and Expo, Barcelona, Spain, IEEE, IEEE, 7/2011

Museum Guide 2.0 - An Eye-Tracking based Personal Assistant for Museums and Exhibits
Takumi Toyama, Thomas Kieninger, Faisal Shafait, Andreas Dengel
In: L. Ciolfi, K. Scott, S. Barbieri (eds.) Re-Thinking Technology in Museums 2011: Emerging Experiences, Limerick, Ireland, University of Limerick, 5/2011

The Effect of Border Noise on the Performance of Projection Based Page Segmentation Methods
Faisal Shafait, Thomas Breuel
IEEE Transactions on Pattern Analysis and Machine Intelligence volume 33 number 4, Pages 846-851, IEEE, 4/2011

Learning Visual Contexts for Image Annotation from Flickr Groups
Adrian Ulges, Marcel Worring, Thomas Breuel
In: Sheila S. Hemami (ed.) IEEE Transactions on Multimedia volume 13 number 3, Pages 1-12, IEEE Computer Society, 4/2011

Lookapp - Interactive Construction of Web-based Concept Detectors
Damian Borth, Adrian Ulges, Thomas Breuel
Proceedings of the International Conference Multimedia Retrieval, Trento, Italy, ACM, ACM, 4/2011

Scene-based Image Retrieval by Transitive Matching
Adrian Ulges, Christian Schulze
ACM International Conference on Multimedia Retrieval, Trento, Italy, o.A., 4/2011

Balanced Clustering for Content-based Image Browsing
Christopher Tim Althoff, Adrian Ulges, Andreas Dengel
GI-Informatiktage 2011, Bonn, Germany, Gesellschaft für Informatik e.V., 3/2011

Improved document image segmentation algorithm using multiresolution morphology
Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
SPIE Document Recognition and Retrieval XVIII, San Francisco, CA, USA, SPIE, 1/2011

Font group identification using reconstructed fonts
Michael P. Cutter, Joost van Beusekom, Faisal Shafait, Thomas Breuel
SPIE Document Recognition and Retrieval XVIII, San Francisco, CA, USA, SPIE, 1/2011

Automatic Detection of Child Pornography using Color Visual Words
Adrian Ulges, Armin Stahl
Proceedings of the IEEE International Conference on Multimedia and Expo, Barcelona, Spain, IEEE, 2011

Stamp Detection in Color Document Images
Barbora Micenkova, Joost van Beusekom
Proceedings of the International Conference on Document Analysis and Recognition, Beijing, China, IEEE, 2011

2010

DFKI and University of Kaiserslautern Participation at TRECVID 2010 - Semantic Indexing Task
Damian Borth, Adrian Ulges, Markus Koch, Thomas Breuel
Proceedings of the TREC Video Retrieval Evaluation Workshop 2010, NIST, 11/2010

Discriminative Learning for Script Recognition
Sheikh Faisal Rashid, Faisal Shafait, Thomas Breuel
International Conference on Image Processing, Hong Kong, China, IEEE, 9/2010

Performance Evaluation of Curled Textlines Segmentation Algorithms on CBDAR 2007 Dewarping Contest Dataset
Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
International Conference on Image Processing, Hong Kong, China, IEEE, 9/2010

Unsupervised Font Reconstruction Based on Token Co-occurrence
Michael P. Cutter, Joost van Beusekom, Faisal Shafait, Thomas Breuel
ACM Symposium on Document Engineering, Manchester, United Kingdom, ACM, 9/2010

Pattern Recognition Engineering
Faisal Shafait, Matthias Reif, Christian Kofler, Thomas Breuel
RapidMiner Community Meeting and Conference, Dortmund, Germany, Online, 9/2010

Landmarking for Meta-Learning using RapidMiner
Sarah Daniel Abdelmessih, Faisal Shafait, Matthias Reif, Markus Goldstein
RapidMiner Community Meeting and Conference, Dortmund, Germany, Online, 9/2010

Distributed Pattern Recognition in RapidMiner
Alexander Arimond, Christian Kofler, Faisal Shafait
RapidMiner Community Meeting and Conference, Dortmund, Germany, Online, 9/2010

Table Detection in Heterogeneous Documents
Faisal Shafait, Ray Smith
9th IAPR Workshop on Document Analysis Systems, Boston, MA, USA, ACM, 6/2010

An open approach towards the benchmarking of table structure recognition systems
Asif Shahab, Faisal Shafait, Thomas Kieninger, Andreas Dengel
9th IAPR Workshop on Document Analysis Systems, Boston, MA, USA, ACM, 6/2010

Document Image Segmentation using Discriminative Learning over Connected Components
Syed Saqib Bukhari, Mayce Al-Azawi, Faisal Shafait, Thomas Breuel
9th IAPR Workshop on Document Analysis Systems, Boston, MA, USA, ACM, 6/2010

Performance Evaluation of Curled Textlines Segmentation Algorithms
Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
9th IAPR Workshop on Document Analysis Systems, Boston, MA, USA, online only (DAS Workshop Web page), 6/2010

Connected Component level Multiscript Identifiation from Ancient Document Images
Sheikh Faisal Rashid, Faisal Shafait, Thomas Breuel
9th IAPR Workshop on Document Analysis Systems, Boston, MA, USA, online only (DAS Workshop Web page), 6/2010

Document Inspection Using Text-Line Alignment
Joost van Beusekom, Faisal Shafait, Thomas Breuel
9th IAPR Workshop on Document Analysis Systems, Boston, MA, USA, ACM, 6/2010

AutoMLP: Simple, Effective, Fully Automated Learning Rate and Size Adjustment
Thomas Breuel, Faisal Shafait
The Learning Workshop, Cliff Lodge, Snowbird, Utah, USA, Online, 4/2010

Text versus non-Text Distinction in Online Handwritten Documents
Emanuel Indermühle, Horst Bunke, Faisal Shafait, Thomas Breuel
25th ACM Symposium On Applied Computing, Document Engineering Track, Sierre, Switzerland, ACM, 3/2010

Relevance Filtering meets Active Learning: Improving Web-based Concept Detectors
Damian Borth, Adrian Ulges, Thomas Breuel
Proceedings of the International Conference Multimedia Information Retrieval, Philadelphia, Pennsylvania, USA, ACM, ACM, New York, US, 3/2010

Trainable Multiscript Orientation Detection
Joost van Beusekom, Yves Rangoni, Thomas Breuel
Proc. of SPIE Document Recognition and Retrieval XVII Proceedings of Document Recognition and Retrieval XVII volume 7534, Pages 1-8, San José, CA, USA, SPIE, 1/2010

Automatic Counterfeit Protection System Code Classification
Joost van Beusekom, Marco Schreyer, Thomas Breuel
Proceedings of SPIE Media Forensics and Security XII, Pages 1-8, San Jose, CA, USA, SPIE, 1/2010

Visual Recognition of Permuted Words
Sheikh Faisal Rashid, Faisal Shafait, Thomas Breuel
SPIE Human Vision and Electronic Imaging XV, San Jose, CA, USA, SPIE Electronic Imaging, 1/2010

Visual Concept Learning from Weakly Labeled Web Videos
Adrian Ulges, Damian Borth, Thomas Breuel
In: Dan Schonfeld, Caifeng Shan, Dacheng Tao, Liang Wang (eds.) Video Search and Mining, Pages o.A., Springer, 2010

Topic Models for Semantics-preserving Video Compression
Jörn Wanke, Adrian Ulges, Christoph Lampert, Thomas Breuel
Proceedings of the International Conference Multimedia Information Retrieval, Philadelphia, Pennsylvania, USA, ACM, New York, US, 2010

Can Motion Segmentation Improve Patch-based Object Recognition?
Adrian Ulges, Thomas Breuel
Proceedings of the 20th International Conference on Pattern Recognition, Istanbul, Turkey, IEEE, 2010

Adapting Web-based Video Concept Detectors for Different Target Domains
Damian Borth, Adrian Ulges, Thomas Breuel
In: Xian-Sheng Hua, Marcel Worring, Tat-Seng Chua (eds.) Internet Multimedia Search and Mining, Bentham Science Publishers, 2010

Combined Orientation and Skew Detection Using Geometric Text-Line Modeling
Joost van Beusekom, Faisal Shafait, Thomas Breuel
International Journal on Document Analysis and Recognition volume 13 number 2, Pages 79-92, Springer, 2010

Dokumentsicherheit in Digitalisierungssystemen
Joost van Beusekom, Marco Schreyer, Faisal Shafait, Thomas Breuel
In: Bernadette Grunder, Elisabeth Hoffmann (eds.) Mannheimer Hefte für Schriftvergleichung volume 3+4, Pages 104-138, Schmidt Röhmhild, Lübeck, 2010

Automatisierte Druckverfahren- und Photokopieerkennung für die forensische Untersuchung maschinell gefertigter Dokumente
Marco Schreyer, Christian Schulze, Armin Stahl
In: Bernadette Grunder, Elisabeth Hoffmann (eds.) Mannheimer Hefte für Schriftvergleichung volume 3+4, Pages 139-166, Schmidt Röhmhild, Lübeck, 2010

2009

A Discriminative Learning Approach for Orientation Detection of Urdu Document Images
Sheikh Faisal Rashid, Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
13th IEEE International Multi-topic Conference, Islamabad, Pakistan, IEEE, 12/2009

A Simple and Effective Approach for Border Noise Removal from Document Images
Faisal Shafait, Thomas Breuel
13th IEEE International Multi-topic Conference, Islamabad, Pakistan, IEEE, 12/2009

Fast Discriminative Linear Models for Scalable Video Tagging
Roberto Paredes, Adrian Ulges, Thomas Breuel
Proceedings of the International Conference on Machine Learning and Applications, Miami, Florida, USA, IEEE, 12/2009

TubeTagger -­ YouTube-based Concept Detection
Adrian Ulges, Markus Koch, Damian Borth, Thomas Breuel
Proceddings of the International Workshop on Internet Multimedia Mining, Miami, FL, USA, IEEE Computer Society, 12/2009

Adaptive Binarization of Unconstrained Hand-Held Camera-Captured Document Images
Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
Journal of Universal Computer Science volume 15 number 18, Pages 3343-3363, Springer, 12/2009

Textline Information Extraction from Grayscale Camera-Captured Document Images
Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
Proceedings of the 2009 IEEE International Conference on Image Processing, Kairo, Egypt, IEEE, 11/2009

Recognition Driven Page Orientation Detection
Yves Rangoni, Faisal Shafait, Joost van Beusekom, Thomas Breuel
Proceedings of the 2009 IEEE International Conference on Image Processing, Cairo, Egypt, IEEE, 11/2009

DFKI-IUPR participation in TRECVID'09 High-level Feature Extraction Task
Damian Borth, Markus Koch, Adrian Ulges, Thomas Breuel
11/2009

TubeFiler - an Automatic Web Video Categorizer
Damian Borth, Jörn Hees, Markus Koch, Adrian Ulges, Christian Schulze, Thomas Breuel, Roberto Paredes
In: ACM (ed.) ACM Mutimedia, Beijing, China, ACM, 10/2009

Detecting Pornographic Video Content by Combining Image Features with Motion Information
Christian Jansohn, Adrian Ulges, Thomas Breuel
Proceedings of the International Conference on Multimedia, Bejing, China, ACM, 10/2009

Visual Concept Learning from User-tagged Web Video
Adrian Ulges
PhD-Thesis, Dr. Hut-Verlag, University of Kaiserslautern, München, 10/2009

Ridges based Curled Textline Region Detection from Grayscale Camera-Captured Document Images
Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
Proceedings of the 13th International Conference on Computer Analysis of Images and Patterns, Münster, Germany, Springer-Verlag, 9/2009

Spatial Statistics for Tumor Cell Counting and Classification
Oliver Wirjadi, Yoo-Jin Kim, Thomas Breuel
In: Joachim Denzler, Gunther Notni, Herbert Süße (eds.) Pattern Recognition: 31st DAGM Symposium volume 5748, Lecture Notes in Computer Science, Jena, Germany, Springer-Verlag GmbH, 9/2009

Style Modeling for Tagging Personal Photo Collections
M. Duan, Adrian Ulges, Thomas Breuel, X.-Q. Wu
Proceedingsof the International Conference on Image and Video Retrieval, Santorini, Greece, ACM, New York, US, 7/2009

Dewarping of Document Images using Coupled-Snakes
Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
Proceedings of the Third International Workshop on Camera-Based Document Analysis and Recognition, Barcelona, Spain, Online, 7/2009

Foreground-Background Regions Guided Binarization of Camera-Captured Document Images
Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
Proceedings of the Third International Workshop on Camera Based Document Analysis and Recognition, Barcelona, Spain, Online, 7/2009

Coupled Snakelet Model for Curled Textline Segmentation of Camera-Captured Document Images
Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
Proceedings of the 10th International Conference on Document Analysis and Recognition, Barcelona, Spain, IEEE, 7/2009

Script-Independent Handwritten Textlines Segmentation using Active Contours
Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
Proceedings of the 10th International Conference on Document Analysis and Recognition, Barcelona, Spain, IEEE, 7/2009

Evaluation of Robustness and Performance of Early Stopping Rules with Multi Layer Perceptrons
Aleksander Lodwich, Yves Rangoni, Thomas Breuel
IJCNN 2009, Atlanta, Georgia, USA, IEEE, IEEE and INNS, 6/2009

OCR Based Thresholding
Yves Rangoni, Faisal Shafait, Thomas Breuel
Proceedings of the 11th IAPR Conference on Machine Vision Applications, Yokohama, Japan, Springer-Verlag, MVA Organization, IAPR TC-8, and Keio University, 5/2009

Response to 'Projection Methods Require Black Border Removal'
Faisal Shafait, Daniel Keysers, Thomas Breuel
IEEE Transactions on Pattern Analysis and Machine Intelligence volume 31 number 4, Pages 763-764, IEEE, 4/2009

Server-side Prediction of Source IP Addresses using Density Estimation
Markus Goldstein, Matthias Reif, Armin Stahl, Thomas Breuel
Availability, Reliability and Security, 2009. ARES 09. Fourth International Conference on, Pages 82-89, Fukuoka, Japan, IEEE Computer Society Press, 3/2009

A Branch and Bound Algorithm for Finding the Modes in Kernel Density Estimates
Oliver Wirjadi, Thomas Breuel
International Journal Computational Intelligence and Applications volume 8 number 1, Pages 17-35, World Scientific, 3/2009

Intelligent Printing Technique Recognition and Photocopy Detection for Forensic Document Examination
Marco Schreyer, Christian Schulze, Armin Stahl, Wolfgang Effelsberg
In: Gesellschaft für Informatik (ed.) GI-Informatiktage 2009, Bonn, Germany, Gesellschaft für Informatik e.V., Gesellschaft für Informatik e.V., 2/2009

Video Copy Detection providing Localized Matches
Damian Borth, Adrian Ulges, Christian Schulze, Thomas Breuel
GI-Informatiktage 2009, Bonn, Germany, Gesellschaft für Informatik e.V., 2/2009

Rapid Prototyping of CBR Applications
Armin Stahl, Thomas Roth-Berghofer
KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. volume 1/09 - Case-Based Reasoning, Pages 34-37, BöttcherIT, 2/2009

Resolution Independent Skew and Orientation Detection for Document Images
Joost van Beusekom, Faisal Shafait, Thomas Breuel
In: Kathrin Berkner, Lawrence Likforman-Sulem (eds.) Document Recognition and Retrieval XVI. Proceedings of SPIE volume 7247, San Jose, CA, USA, SPIE Electronic Imaging, 1/2009

Automatic Line Orientation Measurment for Questioned Document Examination
Joost van Beusekom, Faisal Shafait, Thomas Breuel
In: Zeno J. M. H. Geradts, Katrin Franke, Cor J. Veenman (eds.) Proceedings of the 3rd International Workshop on Computational Forensics, Pages 165-173, Den Haag, Netherlands, Springer, 2009

Language independent thresholding optimization using a Gaussian mixture modelling of the character shapes
Yves Rangoni, Joost van Beusekom, Thomas Breuel
MOCR '09: Proceedings of the International Workshop on Multilingual OCR, Pages 1-9, Barcelona, Spain, ACM, 2009

Learning Automatic Concept Detectors from Online Video
Adrian Ulges, Christian Schulze, Markus Koch, Thomas Breuel
Computer Vision and Image Understanding volume (online pre-print), Pages o.A., Elsevier, 2009

Automated Ground Truth Data Generation for Newspaper Document Images
Thomas Strecker, Joost van Beusekom, Sahin Albayrak, Thomas Breuel
Proceedings of the 10th International Conference on Document Analysis and Recognition, Barcelona, Spain, IEEE, 2009

Using DCT Features for Printing Technique and Copy Detection
Christian Schulze, Marco Schreyer, Armin Stahl, Thomas Breuel
In: Gilbert Peterson, Sujeet Shenoi (eds.) Advances in Digital Forensics V volume 306, IFIP Advances in Information and Communication Technology, Pages 95-106, Springer, Boston, 2009

2008

Anomaly Detection by Combining Decision Trees and Parametric Densities
Matthias Reif, Markus Goldstein, Armin Stahl, Thomas Breuel
Pattern Recognition, 2008. ICPR 2008., Tampa, FL, USA, IEEE, 12/2008

High Performance Traffic Shaping for DDoS Mitigation
Markus Goldstein, Matthias Reif, Armin Stahl, Thomas Breuel
Proceedings of the 2008 ACM CoNEXT conference, Madrid, Spain, ACM, SIGCOMM, 12/2008

Multiple Instance Learning on Weakly Labeled Videos
Adrian Ulges, Christian Schulze, Thomas Breuel
Workshop on Cross-Media Information Analysis, Extraction and Management, Koblenz, Germany, Springer, 12/2008

Segmentation by Combining Optical Flow with a Color Model
Adrian Ulges, Thomas Breuel
Proceedings of the International Conference on Pattern Recognition, Tampa, Florida, USA, IEEE Computer Society, 12/2008

Learning TRECVID'08 High-level Features from YouTube
Adrian Ulges, Markus Koch, Christian Schulze, Thomas Breuel
NIST, 11/2008

Document cleanup using page frame detection
Faisal Shafait, Joost van Beusekom, Daniel Keysers, Thomas Breuel
International Journal on Document Analysis and Recognition volume 11 number 2, Pages 81-96, Springer-Verlag, 11/2008

News Annotations for Navigation By Semantic Similarity
Walter Kasper, Jörg Steffen, Yajing Zhang
In: Andreas Dengel, K. Berns, Thomas Breuel, Frank Bomarius, Thomas Roth-Berghofer (eds.) KI 2008: Advances in Artificial Intelligence volume 5243, Lecture Notes in Computer Science, Pages 233-240, Kaiserslautern, Germany, Springer, 9/2008

Automated OCR Ground Truth Generation
Joost van Beusekom, Faisal Shafait, Thomas Breuel
Proceedings of the 8th IAPR International Workshop on Document Analysis Systems, Nara, Japan, IEEE, 9/2008

Learning by Observing: Case-Based Decision Making in Complex Strategy Games
Darko Obradovic, Armin Stahl
Proceedings of the 31th Annual German Conference on Artificial Intelligence, Kaiserslautern, Germany, Springer, 9/2008

Document Signature Using Intrinsic Features for Counterfeit Detection
Joost van Beusekom, Faisal Shafait, Thomas Breuel
In: S.N. Srihari, K. Franke (eds.) Proceedings of the International Workshop on Computational Forensics volume 5138, Lecture Notes in Computer Science, Pages 47-57, Washington, DC, USA, Springer, 8/2008

Identifying Relevant Frames in Weakly Labeled Videos for Training Concept Detectors
Adrian Ulges, Christian Schulze, Daniel Keysers, Thomas Breuel
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, Pages 9-16, Niagara Falls, Canada, ACM, 7/2008

Performance Evaluation and Benchmarking of Six-Page Segmentation Algorithms
Faisal Shafait, Daniel Keysers, Thomas Breuel
IEEE Transactions on Pattern Analysis and Machine Intelligence volume 30 number 6, Pages 941-954, o.A., 6/2008

A Local Discriminative Model for Background Subtraction
Adrian Ulges, Thomas Breuel
30th Annual DAGM Symposium, Pages 507-516, Munich, Germany, Springer, 6/2008

Geometric Layout Analysis of Scanned Documents
Faisal Shafait
PhD-Thesis, Technische Universität Kaiserlautern, 5/2008

A System that Learns to Tag Videos by Watching Youtube
Adrian Ulges, Christian Schulze, Daniel Keysers, Thomas Breuel
Int. Conf. on Vision Systems (ICVS), Pages 415-424, Santorini, Greece, Springer, 5/2008

Bayes Optimal DDoS Mitigation by Adaptive History-Based IP Filtering
Markus Goldstein, Christoph Lampert, Matthias Reif, Armin Stahl, Thomas Breuel
Seventh International Conference on Networking, Pages 174-179, Cancun, Mexico, IEEE Computer Society, 4/2008

Keyframe Extraction for Video Tagging and Summarization
Damian Borth, Adrian Ulges, Christian Schulze, Thomas Breuel
In: Gesellschaft für Informatik (ed.) Informatiktage 2008 volume S-6, Pages 45-48, Bonn, Germany, GI, 3/2008

Keyframe Extraktion für Video-Annotation und Video-Zusammenfassung
Damian Borth, Adrian Ulges, Christian Schulze, Thomas Breuel
Informatik-Spektrum volume 32 number 1(2009), Pages 50-54, Springer, 3/2008

Efficient Implementation of Local Adaptive Thresholding Techniques Using Integral Images
Faisal Shafait, Daniel Keysers, Thomas Breuel
Proceedings of the 15th Document Recognition and Retrieval Conference (DRR-2008), Part of the IS&T/SPIE International Symposium on Electronic Imaging, January 26-31, San Jose, CA, USA volume 6815, SPIE, 1/2008

EANT+KALMAN: An Efficient Reinforcement Learning Method for Continuous State Partially Observable Domains
Yohannes Kassahun, José de Gea Fernández, Jan Hendrik Metzen, Mark Edgington, Frank Kirchner
In: Andreas Dengel, K. Berns, Thomas Breuel, Frank Bomarius, Thomas Roth-Berghofer (eds.) KI 2008: Advances in Artificial Intelligence volume 5243, Lecture Notes in Artificial Intelligence, Pages 241-248, Kaiserslautern, Germany, Springer, Berlin/ Heidelberg, 2008

Binary Morphology and Related Operations on Run-Length Representations
Thomas Breuel
Proceedings VISAPP 2008, Funchal, Madeira, Portugal, o.A., 2008

The OCRopus Open Source OCR System
Thomas Breuel
In: B.A. Yanikoglou, K. Berkner (eds.) Proceedingsof the Document and Retrival XV, IS&T/SPIE 20th Annual Symposium 2008 volume 6815, San Jose, CA, USA, SPIE, 2008

A Branch and Bound Algorithm for Finding the Modes in Kernel Density Estimates
Oliver Wirjadi, Thomas Breuel
Int. J. Computational Intelligence and Applications, 2008

Navidgator - Similarity Based Browsing for Image & Video Databases
Damian Borth, Christian Schulze, Adrian Ulges, Thomas Breuel
In: Andreas Dengel, K. Berns, Thomas Breuel, Frank Bomarius, Thomas Roth-Berghofer (eds.) KI 2008: Advances in Artificial Intelligence volume 5243, Lecture Notes in Artificial Intelligence, Pages 22-30, Kaiserslautern, Germany, Springer, 2008

Rapid Prototyping of CBR Applications with the Open Source Tool myCBR
Armin Stahl, Thomas Roth-Berghofer
In: Klaus-Dieter Althoff, Ralph Bergmann, Mirjam Minor, Alexandre Hanft (eds.) Advances in Case-Based Reasoning volume 5239, Lecture Notes in Computer Science, Pages 615-629, Trier, Germany, Springer, Heidelberg, 2008

Segmentation of Curled Textlines using Active Contours
Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
Proceedings of Eight IAPR Workshop on Document Analysis Systems, Nara, Japan, IEEE, IAPR, 2008

Advances in Artificial Intelligence. 31st Annual German Conference on AI
In: Andreas Dengel, K. Berns, Thomas Breuel, Frank Bomarius, Thomas Roth-Berghofer (eds.) volume 5243, Lecture Notes in Artificial Intelligence, Kaiserslautern, Germany, Springer, 2008

GREC 2007 Arc Segmentation Contest: Evaluation of Four Participating Algorithms
Faisal Shafait, Daniel Keysers, Thomas Breuel
Graphics Recognition: Recent Advances and New Opportunities (GREC 2007 post-proceedings), Curitiba, Brazil, Springer-Verlag, 2008

Background Variability Modeling for Statistical Layout Analysis
Faisal Shafait, Joost van Beusekom, Daniel Keysers, Thomas Breuel
Proceedings of the 19th International Conference on Pattern Recognition, Tampa, Florida, USA, IEEE, 2008

Structural Mixtures for Statistical Layout Analysis
Faisal Shafait, Joost van Beusekom, Daniel Keysers, Thomas Breuel
Proceedings of the 8th IAPR International Workshop on Document Analysis Systems, Nara, Japan, IEEE, 2008

Evaluation of Graylevel-Features for Printing Technique Classification in High-Throughput Document Management Systems
Christian Schulze, Marco Schreyer, Armin Stahl, Thomas Breuel
Proceedings of the 2nd International Workshop on Computational Forensics, Pages 35-46, Washington, DC, USA, Springer, 2008

Automatic Image Tagging using Community-Driven Online Image Databases
Marius Renn, Joost van Beusekom, Daniel Keysers, Thomas Breuel
Proceedings of 6th International Workshop on Adaptive Multimedia Retrieval, Berlin, Germany, o.A., 2008

2007

Improving Accessibility of HTML Documents by Generating Image-Tags in a Proxy
Daniel Keysers, Marius Renn, Thomas Breuel
Proceedings of the 9th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS-2007), October 15-17, Tempe, AZ, USA, Pages 249-250, ACM, 10/2007

Example-Based Logical Labeling of Document Title Page Images
Joost van Beusekom, Daniel Keysers, Faisal Shafait, Thomas Breuel
9th Int. Conf. on Document Analysis and Recognition (ICDAR-200/) volume 2, Pages 919-923, IEEE, 9/2007

Document Image Dewarping Contest
Faisal Shafait, Thomas Breuel
In: K. Kise, D.S. Doerrmann (eds.) 2nd Int. Workshop on Camera-Based Document Analysis and Recognition (CBDAR-2007), September 22, Curitiba, Brazil, Pages 181-188, Online-Proceedings, 9/2007

Image-Matching for Revision Detection in Printed Historical Documents
Joost van Beusekom, Faisal Shafait, Thomas Breuel
Pattern Recognition. Proceedings of the 29th Annual Symposium of the German Association for Pattern Recognition (DAGM-2007) volume 4713, LNCS, Pages 507-516, Springer, 9/2007

Bibliographic Meta-Data Extraction Using Probabilistic Finite State Transducers
Martin Krämer, Hagen Kaprykowsky, Daniel Keysers, Thomas Breuel
Proceedings of the 9th Conference on Document Analysis and Recognition (ICDAR-2007), September 23-26, Curitiba, Brazil volume 2, Pages 609-613, IEEE, 9/2007

Optimal Dominant Motion Estimation using Adaptive Search of Transformation Space
Adrian Ulges, Christoph Lampert, Daniel Keysers, Thomas Breuel
Pattern Recognition, 29th Annual DAGM Symposium volume 4713, Lecture Notes in Computer Science, Pages 204-213, Heidelberg, Germany, Springer, 9/2007

Content-Based Video Tagging for Online Video Portals
Adrian Ulges, Christian Schulze, Daniel Keysers, Thomas Breuel
MUSCLE/ImageCLEF Workshop 2007, Vienna, Australia, Vienna University of Technology, 9/2007

Page Frame Detection for Marginal Noise Removal from Scanned Documents
Faisal Shafait, Joost van Beusekom, Daniel Keysers, Thomas Breuel
Proceedings of 15th SCIA 2007 volume 4522 / 2007, Lecture Notes in Computer Science, Pages 651-660, Aalborg, Denmark, Springer, 6/2007

Motion Interpretation using Adaptive Search of Transformation Space
Adrian Ulges
volume 1, IUPR Technical Reports, Department of Computer Science, Technical University Kaiserslautern, 6/2007

Document Image Zone Classification - A Simple High-Performance Approach
Daniel Keysers, Faisal Shafait, Thomas Breuel
Proceedings VISAPP 2007, Pages 44-51, -, 2007

Gestural Interaction for an Automatic Document Capture System
Christian Kofler, Daniel Keysers, A. Koetsier, J. Laagland, Thomas Breuel
Proceedings of the 2nd International Workshop on Camera-Based Document Analysis and Recognition (CBDAR-2007) at (ICDAR-2007), September 22, Curitiba, Brasilien, Pages 161-167, Online-Proceedings, 2007

Retrieving Relevant Experiences
Armin Stahl
KI - Künstliche Intelligenz, Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. volume 21 number 4, Pages 30-33, Böttcher IT Verlag, 2007

The hOCR Microformat for OCR Workflow and Results
Thomas Breuel
Proceedings of the Ninth International Conference on Document Analysis and Recognition volume 2, Pages 1063-1067, Curitiba, Brazil, IEEE Computer Society, Washington, DC, 2007

Optimal Geometric Matching for Patch-Based Object Detection
Daniel Keysers, Thomas Deselaers, Thomas Breuel
Electronic Letters on Computer Vision and Image Analysis volume 6 number 1, Pages 44-54, CVC Press, 2007

Global Modes in Kernel Density Estimation: RAST Clustering
Oliver Wirjadi, Thomas Breuel
Proceedings of the 7th International Conference on Hybrid Intelligent Systems, Pages 314-319, Kaiserslautern, Germany, IEEE Computer Society, 2007

Computing Arrangements using Subdivision and Interval Arithmetic
Younis Hijazi, Thomas Breuel
Proceedings of the Sixth International Conference on Curves and Surfaces, Computer Aided Geometric Design, Avignon, France, Elsevier, 2007

Variabilitätsmodellierung für die Bilderkennung
Daniel Keysers
In: Dorothea Wagner, et al. (eds.) Ausgezeichnete Informatikdissertationen 2006 volume D-7, GI Lecture Notes in Informatics, Pages 117-128, Dagstuhl, Germany, Bonner Köllen Verlag, GI, 2007

Musical Alignment Using Globally Optimal Short-Time Dynamic Time Warping
Hagen Kaprykowsky, Xavier Rodet
Proceedings of the Deutsche Jahrestagung für Akustik, Stuttgart, Germany, DAGA, 2007

Testing and Benchmarking Large-Scale Machine Learning Systems
Thomas Breuel
Proceedings of the Snowbird Learning Workshop 2007, Puerto Rico, USA, Snowbird, 2007

2006

Layout Analysis of Urdu Document Images
Faisal Shafait, Adnan-ul-Hasan, Daniel Keysers, Thomas Breuel
10th IEEE International Multi-topic Conference (INMIC 2006), IEEE Computer Society, 12/2006

Spatiogram-based Shot Distances for Video Retrieval
Adrian Ulges, Christoph Lampert, Daniel Keysers, Thomas Breuel
TREC Video Retrieval Evaluation Online Proceedings (TRECVID 2006)(unreviewed workshop paper), Gaithersburg, MD, USA, National Institute of Standards and Technology (NIST), 11/2006

Pixel-Accurate Representation and Evaluation of Page Segmentation in Document Images
Faisal Shafait, Daniel Keysers, Thomas Breuel
ICPR 2006, International Conference on Pattern Recognition, Hong Kong, IEEE Computer Society, Hong Kong, China, 8/2006

Comparison and Combination of State-of-the-art Techniques for Handwritten Character Recognition: Topping the MNIST Benchmark
Daniel Keysers
volume -, -,
techreport, DFKI, IUPR Research Group, DKFI and TU Kaiserslautern, 5/2006


Distance Measures for Layout-Based Document Image Retrieval
Joost van Beusekom, Daniel Keysers, Faisal Shafait, Thomas Breuel
International Conference on Document Image Analysis for Libraries (DIAL 2006), Pages 232-242, Lyon, France, IEEE, Lyon, France, 4/2006

Complexity Reduction Techniques For Long-Term Memory Motion Compensated Prediction Based On Spectral Distortion Analysis
Waqar Zia, Faisal Shafait
Proceedings 26th Picture Coding Symposium, IEEE, 4/2006

Recognizing Objects in Still Images and Video Streams
Adrian Ulges
IUPR Technical Reports, Department of Computer Science, University of Kaiserslautern, IUPR Research Group, 3/2006

Performance Comparison of Six Algorithms for Page Segmentation
Faisal Shafait, Daniel Keysers, Thomas Breuel
In: Horst Bunke, A. Lawrence Spitz (eds.) 7th IAPR Workshop on Document Analysis Systems (DAS) volume 3872, LNCS, Pages 368-379, Nelson, Springer, Nelson, New Zealand, 2/2006

Round-trip HTML Rendering and Analysis for Testing, Indexing, and Security
Thomas Breuel, Daniel Keysers
7th IAPR Workshop on Document Analysis Systems (DAS), Nelson, DAS-IAPR, Nelson, New Zealand, 2/2006

Color Image Dequantization by Constrained Diffusion
Daniel Keysers, Christoph Lampert, Thomas Breuel
SPIE Electronic Imaging 2006 volume 6058, Pages 03.01-03.10, San Jose, SPIE, San Jose, CA, CA, 1/2006

Satellite Tracks Removal in Astronomical Images
Haider Ali, Christoph Lampert, Thomas Breuel
Progress in Pattern Recognition, Image Analysis and Applications, 11th Iberoamerican Congress on Pattern Recognition, CIARP 2006 volume LNCS, Pages 892-901, Springer, 2006

Objective Quality Measurement for Geometric Document Image Restoration (extended abstract)
Christoph Lampert, Thomas Breuel
7th IAPR Workshop on Document Analysis Systems (DAS), IAPR, 2006

Automated Feature Selection for the Classification of Meningioma Cell Nuclei
Oliver Wirjadi, Thomas Breuel, Wolfgang Feiden, Yoo-Jin Kim
Bildverarbeitung für die Medizin, Informatik aktuell, Pages 76-80, Springer, 2006

Anisotropic Gaussian Filtering using Fixed Point Arithmetic
Christoph Lampert, Oliver Wirjadi
Proceedings of the 2006 International Conference on Image Processing (ICIP 2006), Pages 1565-1568, ICIP, 2006

Machine Learning for Video Compression: Macroblock Mode Decision
Christoph Lampert
18th International Conference on Pattern Recognition (ICPR 2006), Hongkong, ICPR, 2006

Optimal Line and Arc Detection on Run-Length Representations
Daniel Keysers, Thomas Breuel
Sixth International IAPR Workshop on Graphics Recognition (GREC) volume 3926, LNCS, Pages 369-380, Springer, 2006

Modeling of Image Variability for Recognition
Daniel Keysers
PHD-Thesis, RWTH Aachen University, Aachen, Germany, 2006

Combining Case-Based and Similarity-Based Product Recommendation
Armin Stahl
Proceedings of the 8th European Conference on Case-Based Reasoning (ECCBR 2006), Springer, 2006

Optimizing Similarity Assessment in Case-Based Reasoning
Armin Stahl, Thomas Gabel
Proceedings of the 21th National Conference on Artificial Intelligence (AAAI-06), AAAI Press, 2006

Application of Case-Based Reasoning to predict Sludge Settling process and Endogenous Denitrification
Jürgen Wiese, Heidrun Steinmetz, Armin Stahl
Proceedings of the 5th IWA World Water Congress, Beijing, China, IWA Publishing, 2006

Printing Technique Classification for Document Counterfeit Detection
Christoph Lampert, Lin Mei, Thomas Breuel
Proceedings 2006 International Conference on Computational Intelligence and Security, Ghuangzhou, China, IEEE Computer Society, 2006

2005

Approximate Separable 3D Anisotropic Gauss Filter
Oliver Wirjadi, Thomas Breuel
Proc. IEEE International Conference on Image Processing (ICIP 2005) volume II, Pages 149-152, Genova, IEEE, Genova, Italy, 9/2005

Document Image Dewarping using Robust Estimation of Curled Text Lines
Adrian Ulges, Christoph Lampert, Thomas Breuel
International Conference on Document Analysis and Recognition (ICDAR), Pages 1001-1005, Seoul, IEEE, Seoul, South Korea, 8/2005

Optimal Line and Arc Detection on Run-Length Representations
Daniel Keysers, Thomas Breuel
GREC 2005 - Sixth IAPR International Workshop on Graphics Recognition, Pages 17-23, Hong Kong, Conference Proceedings, Hong Kong, China, 8/2005

Learning Similarity Measures: A Formal View Based on a Generalized CBR Model
Armin Stahl
Proceedings of the 6th International Conference on Case-Based Reasoning (ICCBR) volume 3620, LNCS, Pages 507-521, Chicago, Springer, Chicago, IL, 8/2005

Oblivious Document Capture and Real-Time Retrieval
Christoph Lampert, Tim Braun, Adrian Ulges, Daniel Keysers, Thomas Breuel
International Workshop on Camera Based Document Analysis and Recognition (CBDAR), Pages 79-86, Seoul, IEEE, Seoul, South Korea, 8/2005

Perspektiven für KI im Umweltbereich
Jürgen Wiese, Armin Stahl
KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. volume 19 number 3, Pages 66-67, BöttcherIT Verlag, 7/2005

Boundary Regularity Of Admissible Operators
Christoph Lampert
Publicacions Matematiques volume 49, Pages 179-195, Publicacions Matematiques, 2005

Applying and optimizing case-based reasoning for wastewater treatment systems
Jürgen Wiese, Armin Stahl, Joachim Hansen
AI Communications. Special Issue: Binding Environmental Sciences and AI volume 18 number 4, Pages 269-279, IOS Press, 2005

Approximate vs. Representative Nearest Neighbors
Thomas Breuel
Snowbird Learning Workshop, Snowbird, Conference Proceedings, Snowbird, UT, 2005

The Future of Document Imaging in the Era of Electronic Documents
Thomas Breuel
International Workshop on Document Analysis, Kolkata, Conference Proceedings, Kolkata, India, 2005

Professional Knowledge Management
In: Armin Stahl, Martin Schaaf, Ralph Traphöner (eds.), Kaiserslautern, Germany, Springer, 2005

2004

Document Capture using Stereo Vision
Adrian Ulges, Christoph Lampert, Thomas Breuel
ACM Symposium on Document Engineering, Pages 198-200, Milwaukee, ACM, Milwaukee, WI, 10/2004

Lernen von Wissensintensiven Ähnlichkeitsmaßen im Case-Based Reasoning
Armin Stahl
KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. volume 18 number 3, Pages 69-71, BöttcherIT Verlag, 7/2004

Approximation of Utility Functions by Learning Similarity Measures
Armin Stahl
Logic versus Approximation, Pages 150-172, Springer, 2004

Modeling Socio-Technical Processes in e-Commerce Scenarios
Richter, Armin Stahl
Modellierung 2004, Proceedings zur Tagung, 23.-26. März 2004, Marburg, LNI 45, Gesellschaft für Informatik, 2004

Exploiting Background Knowledge when Learning Similarity Measures
Thomas Gabel, Armin Stahl
Proceedings of the 7th European Conference on Case-Based Reasoning ECCBR'04, Springer, 2004

Possible Applications for Case-Based Reasoning in the Field of Wastewater Treatment
J. Wiese, Armin Stahl, J. Hansen
Proceedings of the 4th ECAI Workshop on Binding Environmental Sciences and Artificial Intelligence BESAI'04, ECAI, 2004

Learning of Knowledge-Intensive Similarity Measures in Case-Based Reasoning
Armin Stahl
PHD-Thesis, dissertation.de, Technische Universität Kaiserslautern, 2004

2003

An Algorithm for Finding Maximal Whitespace Rectangles at Arbitrary Orientations for Document Layout Analysis
Thomas Breuel
International Conference for Document Analysis and Recognition (ICDAR), Edinburgh, IEEE Computer Society, Edinburgh, UK, 8/2003

Implementation Techniques for Geometric Branch-and-Bound Matching Methods
Thomas Breuel
Computer Vision and Image Understanding volume 90 number 3, Pages 258-294, Elsevier, 6/2003

On the Use of Interval Arithmetic in Geometric Branch-and-Bound Algorithms
Thomas Breuel
Pattern Recognition Letters volume 24 number 9-10, Pages 1375-1384, Elsevier, 6/2003

Ein innovativer Ansatz zur Identifizierung und Bekämpfung von Bläh- und Schwimmschlammorganismen durch wissensbasierte Methoden - das Projekt ZERBERUS
Joachim Hansen, Armin Stahl, Theo G. Schmitt
Blähschlamm, Schwimmschlamm und Schaum in kommunalen und industriellen Abwasserbehandlungsanlagen. Schriftenreihe des Fachgebietes Siedlungswasserwirtschaft, Universität Kaiserslautern, Band 18, 2003, Fachgebietes Siedlungswasserwirtschaft, Universität Kaiserslautern, 2003

Experience Management for Wastewater Treatment
Jürgen Wiese, Sascha Schmitt, Armin Stahl, Joachim Hansen, Theo G. Schmitt
Proceedings GI-Workshopwoche Lehren - Lernen - Wissen - Adaptivität, Workshop on Knowledge and Experience Management, FGWM'03, Karlsruhe, Gesellschaft für Informatik, 2003

Character Recognition by Adaptive Statistical Similarity
Thomas Breuel
International Conference for Document Analysis and Recognition (ICDAR), IEEE Computer Society, 2003

High Performance Document Layout Analysis
Thomas Breuel
Symposium on Document Image Understanding Technology, Greenbelt, Maryland, University of Maryland, 2003

Bayesian Similarity (Extended Abstract)
Thomas Breuel
Proceedings of the 2003 Snowbird Workshop on Learning, ?, 2003

Using Evolution Programs to Learn Local Similarity Measures
Armin Stahl, Thomas Gabel
Proceedings of the 5th International Conference on Case-Based Reasoning, Springer, 2003

Reflowable Document Images for the Web
Thomas Breuel
Web Document Analysis 2003, Edinburgh, United Kingdom, o.A., 2003

Information Extraction from HTML Documents by Structural Matching
Thomas Breuel
Second International Workshop on Web Document Analysis, Edinburgh, o.A., 2003

     
Last modified:: 24.11.2009