Thomas M. Breuel

234 papers A* 13A 33B 38C 6Misc 8Journal 54Unranked 80

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	A deeper look at depth pruning of LLMs. CoRR Shoaib Ahmed Siddiqui, Xin Dong, Greg Heinrich, Thomas M. Breuel, Jan Kautz, David Krueger, Pavlo Molchanov
2023	J	`jnl`	Investigating the Nature of 3D Generalization in Deep Neural Networks. CoRR Shoaib Ahmed Siddiqui, David Krueger, Thomas M. Breuel
2022	J	`jnl`	Displacement-Invariant Cost Computation for Stereo Matching. Int. J. Comput. Vis. Yiran Zhong, Charles T. Loop, Wonmin Byeon, Stan Birchfield, Yuchao Dai, Kaihao Zhang, Alexey Kamenev, Thomas M. Breuel, Hongdong Li, Jan Kautz
2022	A*	`conf`	GroupViT: Semantic Segmentation Emerges from Text Supervision. CVPR Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas M. Breuel, Jan Kautz, Xiaolong Wang
2022	J	`jnl`	GroupViT: Semantic Segmentation Emerges from Text Supervision. CoRR Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas M. Breuel, Jan Kautz, Xiaolong Wang
2021	A*	`conf`	ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning. ICCV Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Gal Chechik, Yale Song
2021	J	`jnl`	Automatic Curation of Large-Scale Datasets for Audio-Visual Representation Learning. CoRR Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Gal Chechik, Yale Song
2021	A*	`conf`	Coupled Segmentation and Edge Learning via Dynamic Graph Propagation. NeurIPS Zhiding Yu, Rui Huang, Wonmin Byeon, Sifei Liu, Guilin Liu, Thomas M. Breuel, Anima Anandkumar, Jan Kautz
2021	J	`jnl`	Identifying Layers Susceptible to Adversarial Attacks. CoRR Shoaib Ahmed Siddiqui, Thomas M. Breuel
2021	A*	`conf`	Parameter Efficient Multimodal Transformers for Video Representation Learning. ICLR Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Jan Kautz, Yale Song
2020	J	`jnl`	Discovering Nonlinear Relations with Minimum Predictive Information Regularization. CoRR Tailin Wu, Thomas M. Breuel, Michael Skuhersky, Jan Kautz
2020	J	`jnl`	Displacement-Invariant Cost Computation for Efficient Stereo Matching. CoRR Yiran Zhong, Charles T. Loop, Wonmin Byeon, Stan Birchfield, Yuchao Dai, Kaihao Zhang, Alexey Kamenev, Thomas M. Breuel, Hongdong Li, Jan Kautz
2020	J	`jnl`	High Performance I/O For Large Scale Deep Learning. CoRR Alex Aizman, Gavin Maltby, Thomas M. Breuel
2020	J	`jnl`	Parameter Efficient Multimodal Transformers for Video Representation Learning. CoRR Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Jan Kautz, Yale Song
2019	—	`conf`	High Performance I/O For Large Scale Deep Learning. IEEE BigData Alex Aizman, Gavin Maltby, Thomas M. Breuel
2018	—	`conf`	Hand Pose Estimation via Latent 2.5D Heatmap Regression. ECCV (11) Umar Iqbal, Pavlo Molchanov, Thomas M. Breuel, Juergen Gall, Jan Kautz
2018	J	`jnl`	Hand Pose Estimation via Latent 2.5D Heatmap Regression. CoRR Umar Iqbal, Pavlo Molchanov, Thomas M. Breuel, Juergen Gall, Jan Kautz
2018	J	`jnl`	IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification. CoRR Sam Leroux, Pavlo Molchanov, Pieter Simoens, Bart Dhoedt, Thomas M. Breuel, Jan Kautz
2018	—	`conf`	IamNN: Iterative and Adaptive Mobile Neural Network for efficient image classification. ICLR (Workshop) Sam Leroux, Pavlo Molchanov, Pieter Simoens, Bart Dhoedt, Thomas M. Breuel, Jan Kautz
2018	J	`jnl`	Symbol Grounding Association in Multimodal Sequences with Missing Elements. J. Artif. Intell. Res. Federico Raue, Andreas Dengel, Thomas M. Breuel, Marcus Liwicki
2017	J	`jnl`	Active Canny: edge detection and recovery with open active contour models. IET Image Process. Muhammet Bastan, Syed Saqib Bukhari, Thomas M. Breuel
2017	A	`conf`	High Performance Text Recognition Using a Hybrid Convolutional-LSTM Implementation. ICDAR Thomas M. Breuel
2017	A	`conf`	Robust, Simple Page Segmentation Using Hybrid Convolutional MDLSTM Networks. ICDAR Thomas M. Breuel
2017	—	`conf`	Unsupervised Image-to-Image Translation Networks. NIPS Ming-Yu Liu, Thomas M. Breuel, Jan Kautz
2017	J	`jnl`	Unsupervised Image-to-Image Translation Networks. CoRR Ming-Yu Liu, Thomas M. Breuel, Jan Kautz
2016	J	`jnl`	Active Canny: Edge Detection and Recovery with Open Active Contour Models. CoRR Muhammet Bastan, Syed Saqib Bukhari, Thomas M. Breuel
2016	J	`jnl`	Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation. CoRR Zhicheng Yan, Hao Zhang, Yangqing Jia, Thomas M. Breuel, Yizhou Yu
2016	J	`jnl`	Efficient Estimation of k for the Nearest Neighbors Class of Methods. CoRR Aleksander Lodwich, Faisal Shafait, Thomas M. Breuel
2016	J	`jnl`	Evaluation of cursive and non-cursive scripts using recurrent neural networks. Neural Comput. Appl. Saad Bin Ahmed, Saeeda Naz, Muhammad Imran Razzak, Shiekh Faisal Rashid, Muhammad Zeeshan Afzal, Thomas M. Breuel
2016	B	`conf`	KPTI: Katib's Pashto Text Imagebase and Deep Learning Benchmark. ICFHR Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Thomas M. Breuel, Andreas Dengel
2016	J	`jnl`	Sequence-to-sequence neural network models for transliteration. CoRR Mihaela Rosca, Thomas M. Breuel
2016	—	`conf`	Symbolic Association Using Parallel Multilayer Perceptron. ICANN (2) Federico Raue, Sebastian Palacio, Thomas M. Breuel, Wonmin Byeon, Andreas Dengel, Marcus Liwicki
2015	—	`conf`	A comparison of 1D and 2D LSTM architectures for the recognition of handwritten Arabic. DRR Mohammad Reza Yousefi, Mohammad Reza Soheili, Thomas M. Breuel, Didier Stricker
2015	A	`conf`	A segmentation-free approach for printed Devanagari script recognition. ICDAR Tushar Karayil, Adnan Ul-Hasan, Thomas M. Breuel
2015	A	`conf`	A sequence learning approach for multiple script identification. ICDAR Adnan Ul-Hasan, Muhammad Zeshan Afzal, Faisal Shafait, Marcus Liwicki, Thomas M. Breuel
2015	J	`jnl`	Benchmarking of LSTM Networks. CoRR Thomas M. Breuel
2015	A	`conf`	Binarization-free OCR for historical documents using LSTM networks. ICDAR Mohammad Reza Yousefi, Mohammad Reza Soheili, Thomas M. Breuel, Ehsanollah Kabir, Didier Stricker
2015	A	`conf`	Combination of multiple aligned recognition outputs using WFST and LSTM. ICDAR Mayce Ibrahim Ali Al Azawi, Marcus Liwicki, Thomas M. Breuel
2015	A	`conf`	Deepdocclassifier: Document classification with deep Convolutional Neural Network. ICDAR Muhammad Zeshan Afzal, Samuele Capobianco, Muhammad Imran Malik, Simone Marinai, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki
2015	—	`conf`	Document Image Binarization using LSTM: A Sequence Learning Approach. HIP@ICDAR Muhammad Zeshan Afzal, Joan Pastor-Pellicer, Faisal Shafait, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki
2015	—	`conf`	Learning Morphological Transformations with Recurrent Neural Networks. INNS Conference on Big Data Saurav Biswas, Thomas M. Breuel
2015	Misc	`conf`	Long short term memory neural network for keyboard gesture decoding. ICASSP Ouais Alsharif, Tom Ouyang, Françoise Beaufays, Shumin Zhai, Thomas M. Breuel, Johan Schalkwyk
2015	J	`jnl`	On the Convergence of SGD Training of Neural Networks. CoRR Thomas M. Breuel
2015	A	`conf`	Parallel sequence classification using recurrent neural networks and alignment. ICDAR Federico Raue, Wonmin Byeon, Thomas M. Breuel, Marcus Liwicki
2015	J	`jnl`	Possible Mechanisms for Neural Reconfigurability and their Implications. CoRR Thomas M. Breuel
2015	A	`conf`	Recognizable units in Pashto language for OCR. ICDAR Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel, Thomas M. Breuel
2015	A	`conf`	Scale and rotation invariant OCR for Pashto cursive script using MDLSTM network. ICDAR Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Thomas M. Breuel
2015	J	`jnl`	Scene analysis by mid-level attribute learning using 2D LSTM networks and an application to web-image tagging. Pattern Recognit. Lett. Wonmin Byeon, Marcus Liwicki, Thomas M. Breuel
2015	A*	`conf`	Scene labeling with LSTM recurrent neural networks. CVPR Wonmin Byeon, Thomas M. Breuel, Federico Raue, Marcus Liwicki
2015	J	`jnl`	Symbol Grounding Association in Multimodal Sequences with Missing Elements. CoRR Federico Raue, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki
2015	—	`conf`	Symbol Grounding in Multimodal Sequences using Recurrent Neural Networks. CoCo@NIPS Federico Raue, Wonmin Byeon, Thomas M. Breuel, Marcus Liwicki
2015	J	`jnl`	The Effects of Hyperparameters on SGD Training of Neural Networks. CoRR Thomas M. Breuel
2014	J	`jnl`	Automatic classifier selection for non-experts. Pattern Anal. Appl. Matthias Reif, Faisal Shafait, Markus Goldstein, Thomas M. Breuel, Andreas Dengel
2014	—	`conf`	Character-Level Alignment Using WFST and LSTM for Post-processing in Multi-script Recognition Systems - A Comparative Study. ICIAR (1) Mayce Ibrahim Ali Al Azawi, Adnan Ul-Hasan, Marcus Liwicki, Thomas M. Breuel
2014	B	`conf`	Context-Dependent Confusions Rules for Building Error Model Using Weighted Finite State Transducers for OCR Post-Processing. Document Analysis Systems Mayce Ibrahim Ali Al Azawi, Thomas M. Breuel
2014	B	`conf`	Supervised texture segmentation using 2D LSTM networks. ICIP Wonmin Byeon, Thomas M. Breuel
2014	B	`conf`	Texture Classification Using 2D LSTM Networks. ICPR Wonmin Byeon, Marcus Liwicki, Thomas M. Breuel
2014	B	`conf`	Using recurrent networks for non-temporal classification tasks. IJCNN Saurav Biswas, Muhammad Zeshan Afzal, Thomas M. Breuel
2013	J	`jnl`	Automatic authentication of color laser print-outs using machine identification codes. Pattern Anal. Appl. Joost van Beusekom, Faisal Shafait, Thomas M. Breuel
2013	—	`conf`	Can we build language-independent OCR using LSTM networks? MOCR@ICDAR Adnan Ul-Hasan, Thomas M. Breuel
2013	—	`conf`	Combining geometric matching with SVM to improve symbol spotting. DRR Nibal Nayef, Thomas M. Breuel
2013	A	`conf`	Constructing a Hierarchical Structure from Symbol Alphabets of Technical Line Drawings. ICDAR Nibal Nayef, Thomas M. Breuel
2013	J	`jnl`	Coupled snakelets for curled text-line segmentation from warped document images. Int. J. Document Anal. Recognit. Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
2013	—	`conf`	Efficient symbol retrieval by building a symbol index from a collection of line drawings. DRR Nibal Nayef, Thomas M. Breuel
2013	—	`conf`	Final Report of GREC'13 Arc and Line Segmentation Contest. GREC Syed Saqib Bukhari, Hasan S. M. Al-Khaffaf, Faisal Shafait, Mohd Azam Osman, Abdullah Zawawi Talib, Thomas M. Breuel
2013	A	`conf`	High-Performance OCR for Printed English and Fraktur Using LSTM Networks. ICDAR Thomas M. Breuel, Adnan Ul-Hasan, Mayce Ibrahim Ali Al Azawi, Faisal Shafait
2013	A*	`conf`	Large-scale visual sentiment ontology and detectors using adjective noun pairs. ACM Multimedia Damian Borth, Rongrong Ji, Tao Chen, Thomas M. Breuel, Shih-Fu Chang
2013	—	`conf`	Normalizing historical orthography for OCR historical documents using LSTM. HIP@ICDAR Mayce Ibrahim Ali Al Azawi, Muhammad Zeshan Afzal, Thomas M. Breuel
2013	A	`conf`	Object Recognition in Multi-View Dual Energy X-ray Images. BMVC Muhammet Bastan, Wonmin Byeon, Thomas M. Breuel
2013	A	`conf`	Offline Printed Urdu Nastaleeq Script Recognition with Bidirectional LSTM Networks. ICDAR Adnan Ul-Hasan, Saad Bin Ahmed, Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel
2013	—	`conf`	On the Detection and Matching of Structures on Less-textured Scenes. VISAPP (1) Wan-Lei Zhao, Wonmin Byeon, Thomas M. Breuel
2013	—	`conf`	Robust Binarization of Stereo and Monocular Document Images Using Percentile Filter. CBDAR Muhammad Zeshan Afzal, Martin Krämer, Syed Saqib Bukhari, Mohammad Reza Yousefi, Faisal Shafait, Thomas M. Breuel
2013	J	`jnl`	Text-line examination for document forgery detection. Int. J. Document Anal. Recognit. Joost van Beusekom, Faisal Shafait, Thomas M. Breuel
2013	A	`conf`	Towards Generic Text-Line Extraction. ICDAR Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
2013	—	`conf`	Towards Searchable Line Drawings, a Content-Based Symbol Retrieval Approach with Variable Query Complexity. GREC Nibal Nayef, Wonmin Byeon, Thomas M. Breuel
2013	—	`conf`	WFST-based ground truth alignment for difficult historical documents with text modification and layout variations. DRR Mayce Ibrahim Ali Al Azawi, Marcus Liwicki, Thomas M. Breuel
2012	A*	`conf`	Dynamic vocabularies for web-based concept detection by trend discovery. ACM Multimedia Damian Borth, Adrian Ulges, Thomas M. Breuel
2012	Misc	`conf`	Gated Boosting: Efficient Classifier Boosting and Combining. KI Mohammad Reza Yousefi, Thomas M. Breuel
2012	B	`conf`	Improvements to Uncalibrated Feature-Based Stereo Matching for Document Images by Using Text-Line Segmentation. Document Analysis Systems Muhammad Zeshan Afzal, Martin Krämer, Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
2012	B	`conf`	Layout Analysis for Arabic Historical Document Images Using Machine Learning. ICFHR Syed Saqib Bukhari, Thomas M. Breuel, Abedelkadir Asi, Jihad El-Sana
2012	B	`conf`	Learning feature weights of symbols, with application to symbol spotting. ICPR Nibal Nayef, Muhammad Zeshan Afzal, Thomas M. Breuel
2012	B	`conf`	OCR-Free Table of Contents Detection in Urdu Books. Document Analysis Systems Adnan Ul-Hasan, Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
2012	B	`conf`	On the performance of Decapod's digital font reconstruction. ICPR Hasan S. M. Al-Khaffaf, Faisal Shafait, Michael Patrick Cutter, Thomas M. Breuel
2012	B	`conf`	Robust stereo correspondence for documents by matching connected components of text-lines with dynamic programming. ICPR Martin Krämer, Muhammad Zeshan Afzal, Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
2012	B	`conf`	Robust stereo matching for document images using parameter selection of text-line extraction. ICPR Muhammad Zeshan Afzal, Syed Saqib Bukhari, Martin Krämer, Faisal Shafait, Thomas M. Breuel
2012	B	`conf`	Scanning Neural Network for Text Line Recognition. Document Analysis Systems Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel
2012	B	`conf`	Semi-automated OCR database generation for Nabataean scripts. ICPR Adnan Ul-Hasan, Syed Saqib Bukhari, Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel
2012	B	`conf`	Visual cortex inspired features for object detection in X-ray images. ICPR Ludwig Schmidt-Hackenberg, Mohammad Reza Yousefi, Thomas M. Breuel
2011	J	`jnl`	A Bayes-true data generator for evaluation of supervised and unsupervised learning methods. Pattern Recognit. Lett. Janick V. Frasch, Aleksander Lodwich, Faisal Shafait, Thomas M. Breuel
2011	A	`conf`	An Evaluation of HMM-Based Techniques for the Recognition of Screen Rendered Text. ICDAR Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel
2011	—	`conf`	An Image Based Performance Evaluation Method for Page Dewarping Algorithms Using SIFT Features. CBDAR Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
2011	A*	`conf`	Automatic concept-to-query mapping for web-based concept detector training. ACM Multimedia Damian Borth, Adrian Ulges, Thomas M. Breuel
2011	—	`conf`	Border Noise Removal of Camera-Captured Document Images Using Page Frame Detection. CBDAR Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
2011	—	`conf`	Building a Symbol Library from Technical Drawings by Identifying Repeating Patterns. GREC Nibal Nayef, Thomas M. Breuel
2011	—	`conf`	Decapod: A Flexible, Low Cost Digitization Solution for Small and Medium Archives. CBDAR Faisal Shafait, Michael Patrick Cutter, Joost van Beusekom, Syed Saqib Bukhari, Thomas M. Breuel
2011	A	`conf`	Deep Learners Benefit More from Out-of-Distribution Examples. AISTATS Yoshua Bengio, Frédéric Bastien, Arnaud Bergeron, Nicolas Boulanger-Lewandowski, Thomas M. Breuel, Youssouf Chherawala, Moustapha Cissé, Myriam Côté, Dumitru Erhan, Jeremy Eustache, Xavier Glorot, Xavier Muller, Sylvain Pannetier Lebeuf, Razvan Pascanu, Salah Rifai, François Savard, Guillaume Sicard
2011	—	`conf`	Font group identification using reconstructed fonts. DRR Michael Patrick Cutter, Joost van Beusekom, Faisal Shafait, Thomas M. Breuel
2011	A	`conf`	High Performance Layout Analysis of Arabic and Urdu Document Images. ICDAR Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
2011	—	`conf`	Improved document image segmentation algorithm using multiresolution morphology. DRR Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
2011	J	`jnl`	Learning Visual Contexts for Image Annotation From Flickr Groups. IEEE Trans. Multim. Adrian Ulges, Marcel Worring, Thomas M. Breuel
2011	B	`conf`	Lookapp: interactive construction of web-based concept detectors. ICMR Damian Borth, Adrian Ulges, Thomas M. Breuel
2011	—	`conf`	On the Use of Geometric Matching for Both: Isolated Symbol Recognition and Symbol Spotting. GREC Nibal Nayef, Thomas M. Breuel
2011	—	`conf`	Participation at TRECVID 2011 Semantic Indexing & Content-based Copy Detection Tasks. TRECVID Wan-Lei Zhao, Damian Borth, Thomas M. Breuel
2011	A	`conf`	Statistical Grouping for Segmenting Symbols Parts from Line Drawings, with Application to Symbol Spotting. ICDAR Nibal Nayef, Thomas M. Breuel
2011	A	`conf`	Text-Line Extraction Using a Convolution of Isotropic Gaussian Filter with a Set of Line Filters. ICDAR Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
2011	J	`jnl`	The Effect of Border Noise on the Performance of Projection-Based Page Segmentation Methods. IEEE Trans. Pattern Anal. Mach. Intell. Faisal Shafait, Thomas M. Breuel
2011	—	`conf`	The IUPR Dataset of Camera-Captured Document Images. CBDAR Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
2011	—	`conf`	Visual Words on Baggage X-Ray Images. CAIP (1) Muhammet Bastan, Mohammad Reza Yousefi, Thomas M. Breuel
2010	—	`conf`	Automatic counterfeit protection system code classification. Media Forensics and Security Joost van Beusekom, Marco Schreyer, Thomas M. Breuel
2010	B	`conf`	Can Motion Segmentation Improve Patch-Based Object Recognition? ICPR Adrian Ulges, Thomas M. Breuel
2010	J	`jnl`	Combined orientation and skew detection using geometric text-line modeling. Int. J. Document Anal. Recognit. Joost van Beusekom, Faisal Shafait, Thomas M. Breuel
2010	—	`conf`	DFKI and University of Kaiserslautern participation at TRECVID 2010 - Semantic Indexing Task. TRECVID Damian Borth, Markus Koch, Thomas M. Breuel, Adrian Ulges
2010	J	`jnl`	Deep Self-Taught Learning for Handwritten Character Recognition CoRR Frédéric Bastien, Yoshua Bengio, Arnaud Bergeron, Nicolas Boulanger-Lewandowski, Thomas M. Breuel, Youssouf Chherawala, Moustapha Cissé, Myriam Côté, Dumitru Erhan, Jeremy Eustache, Xavier Glorot, Xavier Muller, Sylvain Pannetier Lebeuf, Razvan Pascanu, Salah Rifai, François Savard, Guillaume Sicard
2010	B	`conf`	Discriminative learning for script recognition. ICIP Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel
2010	B	`conf`	Document image segmentation using discriminative learning over connected components. Document Analysis Systems Syed Saqib Bukhari, Mayce Ibrahim Ali Al Azawi, Faisal Shafait, Thomas M. Breuel
2010	B	`conf`	Document inspection using text-line alignment. Document Analysis Systems Joost van Beusekom, Faisal Shafait, Thomas M. Breuel
2010	B	`conf`	Graphical symbol retrieval using a branch and bound algorithm. ICIP Nibal Nayef, Thomas M. Breuel
2010	J	`jnl`	Learning automatic concept detectors from online video. Comput. Vis. Image Underst. Adrian Ulges, Christian Schulze, Markus Koch, Thomas M. Breuel
2010	B	`conf`	Performance evaluation of curled textline segmentation algorithms on CBDAR 2007 dewarping contest dataset. ICIP Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
2010	—	`conf`	Relevance filtering meets active learning: improving web-based concept detectors. Multimedia Information Retrieval Damian Borth, Adrian Ulges, Thomas M. Breuel
2010	Misc	`conf`	Text versus non-text distinction in online handwritten documents. SAC Emanuel Indermühle, Horst Bunke, Faisal Shafait, Thomas M. Breuel
2010	—	`conf`	Topic models for semantics-preserving video compression. Multimedia Information Retrieval Jörn Wanke, Adrian Ulges, Christoph H. Lampert, Thomas M. Breuel
2010	—	`conf`	Trainable multiscript orientation detection. DRR Joost van Beusekom, Yves Rangoni, Thomas M. Breuel
2010	B	`conf`	Unsupervised font reconstruction based on token co-occurrence. ACM Symposium on Document Engineering Michael Patrick Cutter, Joost van Beusekom, Faisal Shafait, Thomas M. Breuel
2010	—	`ch.`	Visual Concept Learning from Weakly Labeled Web Videos. Video Search and Mining Adrian Ulges, Damian Borth, Thomas M. Breuel
2010	—	`conf`	Visual recognition of permuted words. Human Vision and Electronic Imaging Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel
2009	J	`jnl`	A Branch and Bound Algorithm for Finding the Modes in Kernel Density Estimates. Int. J. Comput. Intell. Appl. Oliver Wirjadi, Thomas M. Breuel
2009	J	`jnl`	Adaptive Binarization of Unconstrained Hand-Held Camera-Captured Document Images. J. Univers. Comput. Sci. Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
2009	A	`conf`	Automated Ground Truth Data Generation for Newspaper Document Images. ICDAR Thomas Strecker, Joost van Beusekom, Sahin Albayrak, Thomas M. Breuel
2009	—	`conf`	Automatic Line Orientation Measurement for Questioned Document Examination. IWCF Joost van Beusekom, Faisal Shafait, Thomas M. Breuel
2009	J	`jnl`	Classics in the Million Book Library. Digit. Humanit. Q. Gregory R. Crane, Alison Babeu, David Bamman, Thomas M. Breuel, Lisa Cerrato, Daniel Deckers, Anke Lüdeling, David M. Mimno, Rashmi Singhal, David A. Smith, Amir Zeldes
2009	A	`conf`	Coupled Snakelet Model for Curled Textline Segmentation of Camera-Captured Document Images. ICDAR Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
2009	—	`conf`	DFKI-IUPR participation in TRECVID'09 High-level Feature Extraction Task. TRECVID Damian Borth, Markus Koch, Adrian Ulges, Thomas M. Breuel
2009	A*	`conf`	Detecting pornographic video content by combining image features with motion information. ACM Multimedia Christian Jansohn, Adrian Ulges, Thomas M. Breuel
2009	B	`conf`	Evaluation of robustness and performance of Early Stopping Rules with Multi Layer Perceptrons. IJCNN Aleksander Lodwich, Yves Rangoni, Thomas M. Breuel
2009	C	`conf`	Fast Discriminative Linear Models for Scalable Video Tagging. ICMLA Roberto Paredes, Adrian Ulges, Thomas M. Breuel
2009	J	`jnl`	Keyframe Extraktion für Video-Annotation und Video-Zusammenfassung. Inform. Spektrum Damian Borth, Adrian Ulges, Christian Schulze, Thomas M. Breuel
2009	—	`conf`	Language independent thresholding optimization using a Gaussian mixture modelling of the character shapes. MOCR@ICDAR Yves Rangoni, Joost van Beusekom, Thomas M. Breuel
2009	Misc	`conf`	OCR Based Thresholding. MVA Yves Rangoni, Faisal Shafait, Thomas M. Breuel
2009	—	`conf`	Recent progress on the OCRopus OCR system. MOCR@ICDAR Thomas M. Breuel
2009	B	`conf`	Recognition Driven Page Orientation Detection. ICIP Yves Rangoni, Faisal Shafait, Joost van Beusekom, Thomas M. Breuel
2009	—	`conf`	Resolution Independent Skew and Orientation Detection for document images. DRR Joost van Beusekom, Faisal Shafait, Thomas M. Breuel
2009	J	`jnl`	Response to "Projection Methods Require Black Border Removal". IEEE Trans. Pattern Anal. Mach. Intell. Faisal Shafait, Daniel Keysers, Thomas M. Breuel
2009	C	`conf`	Ridges Based Curled Textline Region Detection from Grayscale Camera-Captured Document Images. CAIP Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
2009	A	`conf`	Script-Independent Handwritten Textlines Segmentation Using Active Contours. ICDAR Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
2009	B	`conf`	Server-Side Prediction of Source IP Addresses Using Density Estimation. ARES Markus Goldstein, Matthias Reif, Armin Stahl, Thomas M. Breuel
2009	—	`conf`	Spatial Statistics for Tumor Cell Counting and Classification. DAGM-Symposium Oliver Wirjadi, Yoo-Jin Kim, Thomas M. Breuel
2009	—	`conf`	Style modeling for tagging personal photo collections. CIVR Manni Duan, Adrian Ulges, Thomas M. Breuel, Xiuqing Wu
2009	B	`conf`	Textline information extraction from grayscale camera-captured document images. ICIP Syed Saqib Bukhari, Thomas M. Breuel, Faisal Shafait
2009	A*	`conf`	TubeFiler: an automatic web video categorizer. ACM Multimedia Damian Borth, Jörn Hees, Markus Koch, Adrian Ulges, Christian Schulze, Thomas M. Breuel, Roberto Paredes
2009	—	`conf`	TubeTagger - YouTube-based Concept Detection. ICDM Workshops Adrian Ulges, Markus Koch, Damian Borth, Thomas M. Breuel
2009	—	`conf`	Using DCT Features for Printing Technique and Copy Detection. IFIP Int. Conf. Digital Forensics Christian Schulze, Marco Schreyer, Armin Stahl, Thomas M. Breuel
2009	—	`conf`	Video Copy Detection providing Localized Matches. Informatiktage Damian Borth, Adrian Ulges, Christian Schulze, Thomas M. Breuel
2008	—	`conf`	A Local Discriminative Model for Background Subtraction. DAGM-Symposium Adrian Ulges, Thomas M. Breuel
2008	C	`conf`	A System That Learns to Tag Videos by Watching Youtube. ICVS Adrian Ulges, Christian Schulze, Daniel Keysers, Thomas M. Breuel
2008	B	`conf`	Anomaly detection by combining decision trees and parametric densities. ICPR Matthias Reif, Markus Goldstein, Armin Stahl, Thomas M. Breuel
2008	—	`conf`	Applying the OCRopus OCR System to Scholarly Sanskrit Literature. Sanskrit Computational Linguistics Thomas M. Breuel
2008	B	`conf`	Automated OCR Ground Truth Generation. Document Analysis Systems Joost van Beusekom, Faisal Shafait, Thomas M. Breuel
2008	—	`conf`	Automatic Image Tagging Using Community-Driven Online Image Databases. Adaptive Multimedia Retrieval Marius Renn, Joost van Beusekom, Daniel Keysers, Thomas M. Breuel
2008	B	`conf`	Background variability modeling for statistical layout analysis. ICPR Faisal Shafait, Joost van Beusekom, Daniel Keysers, Thomas M. Breuel
2008	—	`conf`	Bayes Optimal DDoS Mitigation by Adaptive History-Based IP Filtering. ICN Markus Goldstein, Christoph H. Lampert, Matthias Reif, Armin Stahl, Thomas M. Breuel
2008	—	`conf`	Binary Morphology and Related Operations on Run-Length Representations. VISAPP (1) Thomas M. Breuel
2008	—	`conf`	Document Signature Using Intrinsic Features for Counterfeit Detection. IWCF Joost van Beusekom, Faisal Shafait, Thomas M. Breuel
2008	J	`jnl`	Document cleanup using page frame detection. Int. J. Document Anal. Recognit. Faisal Shafait, Joost van Beusekom, Daniel Keysers, Thomas M. Breuel
2008	—	`conf`	Efficient implementation of local adaptive thresholding techniques using integral images. DRR Faisal Shafait, Daniel Keysers, Thomas M. Breuel
2008	—	`conf`	Evaluation of Graylevel-Features for Printing Technique Classification in High-Throughput Document Management Systems. IWCF Christian Schulze, Marco Schreyer, Armin Stahl, Thomas M. Breuel
2008	A	`conf`	High performance traffic shaping for DDoS mitigation. CoNEXT Markus Goldstein, Matthias Reif, Armin Stahl, Thomas M. Breuel
2008	—	`conf`	Identifying relevant frames in weakly labeled videos for training concept detectors. CIVR Adrian Ulges, Christian Schulze, Daniel Keysers, Thomas M. Breuel
2008	Misc	`ed.`	KI 2008: Advances in Artificial Intelligence, 31st Annual German Conference on AI, KI 2008, Kaiserslautern, Germany, September 23-26, 2008. Proceedings KI Andreas Dengel, Karsten Berns, Thomas M. Breuel, Frank Bomarius, Thomas Roth-Berghofer
2008	—	`conf`	Keyframe Extraction for Video Tagging & Summarization. Informatiktage Damian Borth, Adrian Ulges, Christian Schulze, Thomas M. Breuel
2008	—	`conf`	Learning TRECVID'08 High-Level Features from YouTube. TRECVID Adrian Ulges, Christian Schulze, Markus Koch, Thomas M. Breuel
2008	—	`conf`	Multiple Instance Learning from Weakly Labeled Videos. CIAEM Adrian Ulges, Christian Schulze, Thomas M. Breuel
2008	Misc	`conf`	Navidgator - Similarity Based Browsing for Image and Video Databases. KI Damian Borth, Christian Schulze, Adrian Ulges, Thomas M. Breuel
2008	J	`jnl`	Performance Evaluation and Benchmarking of Six-Page Segmentation Algorithms. IEEE Trans. Pattern Anal. Mach. Intell. Faisal Shafait, Daniel Keysers, Thomas M. Breuel
2008	B	`conf`	Segmentation by combining parametric optical flow with a color model. ICPR Adrian Ulges, Thomas M. Breuel
2008	B	`conf`	Segmentation of Curled Textlines Using Active Contours. Document Analysis Systems Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
2008	B	`conf`	Structural Mixtures for Statistical Layout Analysis. Document Analysis Systems Faisal Shafait, Joost van Beusekom, Daniel Keysers, Thomas M. Breuel
2008	—	`conf`	The OCRopus open source OCR system. DRR Thomas M. Breuel
2007	J	`jnl`	A Note on Approximate Nearest Neighbor Methods CoRR Thomas M. Breuel
2007	A	`conf`	Bibliographic Meta-Data Extraction Using Probabilistic Finite State Transducers. ICDAR Martin Krämer, Hagen Kaprykowsky, Daniel Keysers, Thomas M. Breuel
2007	—	`conf`	Document image zone classification - a simple high-performance approach. VISAPP (2) Daniel Keysers, Faisal Shafait, Thomas M. Breuel
2007	J	`jnl`	Efficient Binary and Run Length Morphology and its Application to Document Image Processing CoRR Thomas M. Breuel
2007	A	`conf`	Example-Based Logical Labeling of Document Title Page Images. ICDAR Joost van Beusekom, Daniel Keysers, Faisal Shafait, Thomas M. Breuel
2007	—	`conf`	GREC 2007 Arc Segmentation Contest: Evaluation of Four Participating Algorithms. GREC Faisal Shafait, Daniel Keysers, Thomas M. Breuel
2007	C	`conf`	Global Modes in Kernel Density Estimation: RAST Clustering. HIS Oliver Wirjadi, Thomas M. Breuel
2007	—	`conf`	Image-Matching for Revision Detection in Printed Historical Documents. DAGM-Symposium Joost van Beusekom, Faisal Shafait, Thomas M. Breuel
2007	A	`conf`	Improving accessibility of html documents bygenerating image-tags in a proxy. ASSETS Daniel Keysers, Marius Renn, Thomas M. Breuel
2007	J	`jnl`	Learning Similarity for Character Recognition and 3D Object Recognition CoRR Thomas M. Breuel
2007	J	`jnl`	Learning View Generalization Functions CoRR Thomas M. Breuel
2007	J	`jnl`	On the Relationship between the Posterior and Optimal Similarity CoRR Thomas M. Breuel
2007	—	`conf`	Optimal Dominant Motion Estimation Using Adaptive Search of Transformation Space. DAGM-Symposium Adrian Ulges, Christoph H. Lampert, Daniel Keysers, Thomas M. Breuel
2007	—	`conf`	Page Frame Detection for Marginal Noise Removal from Scanned Documents. SCIA Faisal Shafait, Joost van Beusekom, Daniel Keysers, Thomas M. Breuel
2007	A	`conf`	The hOCR Microformat for OCR Workflow and Results. ICDAR Thomas M. Breuel
2007	J	`jnl`	View Based Methods can achieve Bayes-Optimal 3D Recognition CoRR Thomas M. Breuel
2006	—	`conf`	Automated Feature Selection for the Classification of Meningioma Cell Nuclei. Bildverarbeitung für die Medizin Oliver Wirjadi, Thomas M. Breuel, Wolfgang Feiden, Yoo-Jin Kim
2006	—	`conf`	Color image dequantization by constrained diffusion. Color Imaging: Processing, Hardcopy, and Applications Daniel Keysers, Christoph H. Lampert, Thomas M. Breuel
2006	—	`conf`	Distance Measures for Layout-Based Document Image Retrieval. DIAL Joost van Beusekom, Daniel Keysers, Faisal Shafait, Thomas M. Breuel
2006	B	`conf`	Performance Comparison of Six Algorithms for Page Segmentation. Document Analysis Systems Faisal Shafait, Daniel Keysers, Thomas M. Breuel
2006	—	`conf`	Pixel-Accurate Representation and Evaluation of Page Segmentation in Document Images. ICPR (1) Faisal Shafait, Daniel Keysers, Thomas M. Breuel
2006	C	`conf`	Satellite Tracks Removal in Astronomical Images. CIARP Haider Ali, Christoph H. Lampert, Thomas M. Breuel
2005	—	`conf`	Approximate separable 3D anisotropic Gauss filter. ICIP (2) Oliver Wirjadi, Thomas M. Breuel
2005	A	`conf`	Document Image Dewarping using Robust Estimation of Curled Text Lines. ICDAR Adrian Ulges, Christoph H. Lampert, Thomas M. Breuel
2005	—	`conf`	Optimal Line and Arc Detection on Run-Length Representations. GREC Daniel Keysers, Thomas M. Breuel
2004	B	`conf`	Document capture using stereo vision. ACM Symposium on Document Engineering Adrian Ulges, Christoph H. Lampert, Thomas M. Breuel
2003	A	`conf`	An Algorithm for Finding Maximal Whitespace Rectangles at Arbitrary Orientations for Document Layout Analysis. ICDAR Thomas M. Breuel
2003	A	`conf`	Character Recognition by Adaptive Statistical Similarity. ICDAR Thomas M. Breuel
2003	J	`jnl`	Implementation techniques for geometric branch-and-bound matching methods. Comput. Vis. Image Underst. Thomas M. Breuel
2003	J	`jnl`	On the use of interval arithmetic in geometric branch and bound algorithms. Pattern Recognit. Lett. Thomas M. Breuel
2003	—	`ch.`	Reflowable Document Images. Web Document Analysis Thomas M. Breuel, William C. Janssen, Kris Popat, Henry S. Baird
2002	—	`conf`	A Comparison of Search Strategies for Geometric Branch and Bound Algorithms. ECCV (3) Thomas M. Breuel
2002	—	`conf`	Classification Using a Hierarchical Bayesian Approach. ICPR (4) Charles Mathis, Thomas M. Breuel
2002	—	`conf`	Paper to PDA. ICPR (1) Thomas M. Breuel, William C. Janssen, Kris Popat, Henry S. Baird
2002	J	`jnl`	Personalized search. Commun. ACM James E. Pitkow, Hinrich Schütze, Todd A. Cass, Robert Cooley, Don Turnbull, Andy Edmonds, Eytan Adar, Thomas M. Breuel
2002	—	`conf`	Representations and metrics for off-line handwriting segmentation. IWFHR Thomas M. Breuel
2002	—	`conf`	Robust least-square-baseline finding using a branch and bound algorithm. Document Recognition and Retrieval Thomas M. Breuel
2002	B	`conf`	Two Geometric Algorithms for Layout Analysis. Document Analysis Systems Thomas M. Breuel
2001	C	`conf`	A practical, globally optimal algorithm for geometric matching under uncertainty. IWCIA Thomas M. Breuel
2001	Misc	`conf`	Classification by probabilistic clustering. ICASSP Thomas M. Breuel
2001	—	`conf`	Implementing Dynamic Language Features in Java Using Dynamic Code Generation. TOOLS (39) Thomas M. Breuel
2001	—	`conf`	Modeling the sample distribution for clustering OCR. Document Recognition and Retrieval Thomas M. Breuel
2001	A	`conf`	Segmentation of Handprinted Letter Strings Using a Dynamic Programming Algorithm. ICDAR Thomas M. Breuel
1998	—	`conf`	Updates to the QBIC System. Storage and Retrieval for Image and Video Databases (SPIE) Wayne Niblack, Xiaoming Zhu, James L. Hafner, Thomas M. Breuel, Dulce B. Ponceleon, Dragutin Petkovic, Myron Flickner, Eli Upfal, Sigfredo I. Nin, Sanghoon Sull, Byron Dom, Boon-Lock Yeo, Savitha Srinivasan, Dan Zivkovic, Mike Penner
1996	J	`jnl`	Finding lines under bounded error. Pattern Recognit. Thomas M. Breuel
1995	B	`conf`	Applying Handwriting Recognition to US Census Forms. ACCV Thomas M. Breuel
1995	B	`conf`	Handwriting Recognition. ACCV Thomas M. Breuel
1994	—	`conf`	A system for the off-line recognition of handwritten text. ICPR (2) Thomas M. Breuel
1993	A*	`conf`	Higher-order statistics in object recognition. CVPR Thomas M. Breuel
1993	A	`conf`	Recognition of handprinted digits using optimal bounded error matching. ICDAR Thomas M. Breuel
1992	A*	`conf`	Fast recognition using adaptive subdivisions of transformation space. CVPR Thomas M. Breuel
1992	Misc	`conf`	View-Based Recognition. MVA Thomas M. Breuel
1991	A*	`conf`	Model based recognition using pruned correspondence search. CVPR Thomas M. Breuel
1988	—	`conf`	Data-Level Parallel Programming in C++. C++ Conference Thomas M. Breuel
1988	—	`conf`	Lexical Closures for C++. C++ Conference Thomas M. Breuel
1988	J	`jnl`	Problem-intrinsic bounds on sample complexity. Neural Networks Thomas M. Breuel