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ORCIDThomas M. Breuel
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- affiliation: NVIDIA Research
- affiliation (former): Google Mountain View, CA, USA
- affiliation (former): University of Kaiserslautern, Germany
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Journal Articles
- 2022
[j26]Yiran Zhong
, Charles T. Loop, Wonmin Byeon, Stan Birchfield, Yuchao Dai, Kaihao Zhang, Alexey Kamenev, Thomas M. Breuel, Hongdong Li, Jan Kautz:
Displacement-Invariant Cost Computation for Stereo Matching. Int. J. Comput. Vis. 130(5): 1196-1209 (2022)- 2018
- [j25]Federico Raue, Andreas Dengel, Thomas M. Breuel, Marcus Liwicki:
Symbol Grounding Association in Multimodal Sequences with Missing Elements. J. Artif. Intell. Res. 61: 787-806 (2018) - 2017
- [j24]Muhammet Bastan, Syed Saqib Bukhari, Thomas M. Breuel:
Active Canny: edge detection and recovery with open active contour models. IET Image Process. 11(12): 1325-1332 (2017) - 2016
- [j23]Saad Bin Ahmed, Saeeda Naz, Muhammad Imran Razzak, Shiekh Faisal Rashid, Muhammad Zeeshan Afzal, Thomas M. Breuel:
Evaluation of cursive and non-cursive scripts using recurrent neural networks. Neural Comput. Appl. 27(3): 603-613 (2016) - 2015
- [j22]Wonmin Byeon, Marcus Liwicki, Thomas M. Breuel:
Scene analysis by mid-level attribute learning using 2D LSTM networks and an application to web-image tagging. Pattern Recognit. Lett. 63: 23-29 (2015) - 2014
- [j21]Matthias Reif, Faisal Shafait, Markus Goldstein, Thomas M. Breuel, Andreas Dengel:
Automatic classifier selection for non-experts. Pattern Anal. Appl. 17(1): 83-96 (2014) - 2013
- [j20]Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel:
Coupled snakelets for curled text-line segmentation from warped document images. Int. J. Document Anal. Recognit. 16(1): 33-53 (2013) - [j19]Joost van Beusekom, Faisal Shafait, Thomas M. Breuel:
Text-line examination for document forgery detection. Int. J. Document Anal. Recognit. 16(2): 189-207 (2013) - [j18]Joost van Beusekom, Faisal Shafait, Thomas M. Breuel:
Automatic authentication of color laser print-outs using machine identification codes. Pattern Anal. Appl. 16(4): 663-678 (2013) - 2011
- [j17]Faisal Shafait, Thomas M. Breuel:
The Effect of Border Noise on the Performance of Projection-Based Page Segmentation Methods. IEEE Trans. Pattern Anal. Mach. Intell. 33(4): 846-851 (2011) - [j16]Janick V. Frasch, Aleksander Lodwich, Faisal Shafait, Thomas M. Breuel:
A Bayes-true data generator for evaluation of supervised and unsupervised learning methods. Pattern Recognit. Lett. 32(11): 1523-1531 (2011) - [j15]Adrian Ulges, Marcel Worring, Thomas M. Breuel:
Learning Visual Contexts for Image Annotation From Flickr Groups. IEEE Trans. Multim. 13(2): 330-341 (2011) - 2010
- [j14]Adrian Ulges, Christian Schulze, Markus Koch, Thomas M. Breuel:
Learning automatic concept detectors from online video. Comput. Vis. Image Underst. 114(4): 429-438 (2010) - [j13]Joost van Beusekom, Faisal Shafait, Thomas M. Breuel:
Combined orientation and skew detection using geometric text-line modeling. Int. J. Document Anal. Recognit. 13(2): 79-92 (2010) - 2009
- [j12]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:
Classics in the Million Book Library. Digit. Humanit. Q. 3(1) (2009) - [j11]Oliver Wirjadi, Thomas M. Breuel:
A Branch and Bound Algorithm for Finding the Modes in Kernel Density Estimates. Int. J. Comput. Intell. Appl. 8(1): 17-35 (2009) - [j10]Damian Borth, Adrian Ulges, Christian Schulze, Thomas M. Breuel:
Keyframe Extraktion für Video-Annotation und Video-Zusammenfassung. Inform. Spektrum 32(1): 50-53 (2009) - [j9]Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel:
Adaptive Binarization of Unconstrained Hand-Held Camera-Captured Document Images. J. Univers. Comput. Sci. 15(18): 3343-3363 (2009) - [j8]Faisal Shafait, Daniel Keysers, Thomas M. Breuel:
Response to "Projection Methods Require Black Border Removal". IEEE Trans. Pattern Anal. Mach. Intell. 31(4): 763-764 (2009) - 2008
- [j7]Faisal Shafait, Joost van Beusekom, Daniel Keysers, Thomas M. Breuel:
Document cleanup using page frame detection. Int. J. Document Anal. Recognit. 11(2): 81-96 (2008) - [j6]Faisal Shafait, Daniel Keysers, Thomas M. Breuel:
Performance Evaluation and Benchmarking of Six-Page Segmentation Algorithms. IEEE Trans. Pattern Anal. Mach. Intell. 30(6): 941-954 (2008) - 2003
- [j5]Thomas M. Breuel:
Implementation techniques for geometric branch-and-bound matching methods. Comput. Vis. Image Underst. 90(3): 258-294 (2003) - [j4]Thomas M. Breuel:
On the use of interval arithmetic in geometric branch and bound algorithms. Pattern Recognit. Lett. 24(9-10): 1375-1384 (2003) - 2002
- [j3]James E. Pitkow, Hinrich Schütze, Todd A. Cass, Robert Cooley, Don Turnbull, Andy Edmonds, Eytan Adar, Thomas M. Breuel:
Personalized search. Commun. ACM 45(9): 50-55 (2002) - 1996
- [j2]Thomas M. Breuel:
Finding lines under bounded error. Pattern Recognit. 29(1): 167-178 (1996) - 1988
- [j1]Thomas M. Breuel:
Problem-intrinsic bounds on sample complexity. Neural Networks 1(Supplement-1): 78 (1988)
Conference and Workshop Papers
- 2022
- [c176]Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas M. Breuel, Jan Kautz, Xiaolong Wang:
GroupViT: Semantic Segmentation Emerges from Text Supervision. CVPR 2022: 18113-18123 - 2021
- [c175]Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Gal Chechik, Yale Song:
ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning. ICCV 2021: 10254-10264 - [c174]Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Jan Kautz, Yale Song:
Parameter Efficient Multimodal Transformers for Video Representation Learning. ICLR 2021 - [c173]Zhiding Yu, Rui Huang, Wonmin Byeon, Sifei Liu, Guilin Liu, Thomas M. Breuel, Anima Anandkumar, Jan Kautz:
Coupled Segmentation and Edge Learning via Dynamic Graph Propagation. NeurIPS 2021: 4919-4932 - 2019
- [c172]Alex Aizman, Gavin Maltby, Thomas M. Breuel:
High Performance I/O For Large Scale Deep Learning. IEEE BigData 2019: 5965-5967 - 2018
- [c171]Umar Iqbal, Pavlo Molchanov, Thomas M. Breuel, Juergen Gall, Jan Kautz:
Hand Pose Estimation via Latent 2.5D Heatmap Regression. ECCV (11) 2018: 125-143 - [c170]Sam Leroux, Pavlo Molchanov, Pieter Simoens, Bart Dhoedt, Thomas M. Breuel, Jan Kautz:
IamNN: Iterative and Adaptive Mobile Neural Network for efficient image classification. ICLR (Workshop) 2018 - 2017
- [c169]Thomas M. Breuel:
High Performance Text Recognition Using a Hybrid Convolutional-LSTM Implementation. ICDAR 2017: 11-16 - [c168]Thomas M. Breuel:
Robust, Simple Page Segmentation Using Hybrid Convolutional MDLSTM Networks. ICDAR 2017: 733-740 - [c167]Ming-Yu Liu, Thomas M. Breuel, Jan Kautz:
Unsupervised Image-to-Image Translation Networks. NIPS 2017: 700-708 - 2016
- [c166]Federico Raue, Sebastian Palacio, Thomas M. Breuel, Wonmin Byeon, Andreas Dengel, Marcus Liwicki:
Symbolic Association Using Parallel Multilayer Perceptron. ICANN (2) 2016: 347-354 - [c165]Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Thomas M. Breuel, Andreas Dengel:
KPTI: Katib's Pashto Text Imagebase and Deep Learning Benchmark. ICFHR 2016: 453-458 - 2015
- [c164]Wonmin Byeon, Thomas M. Breuel, Federico Raue, Marcus Liwicki:
Scene labeling with LSTM recurrent neural networks. CVPR 2015: 3547-3555 - [c163]Mohammad Reza Yousefi, Mohammad Reza Soheili, Thomas M. Breuel, Didier Stricker:
A comparison of 1D and 2D LSTM architectures for the recognition of handwritten Arabic. DRR 2015: 94020H - [c162]Ouais Alsharif, Tom Ouyang, Françoise Beaufays, Shumin Zhai, Thomas M. Breuel, Johan Schalkwyk:
Long short term memory neural network for keyboard gesture decoding. ICASSP 2015: 2076-2080 - [c161]Mayce Ibrahim Ali Al Azawi, Marcus Liwicki, Thomas M. Breuel:
Combination of multiple aligned recognition outputs using WFST and LSTM. ICDAR 2015: 31-35 - [c160]Muhammad Zeshan Afzal, Joan Pastor-Pellicer, Faisal Shafait, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki:
Document Image Binarization using LSTM: A Sequence Learning Approach. HIP@ICDAR 2015: 79-84 - [c159]Federico Raue, Wonmin Byeon, Thomas M. Breuel, Marcus Liwicki:
Parallel sequence classification using recurrent neural networks and alignment. ICDAR 2015: 581-585 - [c158]Tushar Karayil, Adnan Ul-Hasan, Thomas M. Breuel:
A segmentation-free approach for printed Devanagari script recognition. ICDAR 2015: 946-950 - [c157]Adnan Ul-Hasan, Muhammad Zeshan Afzal, Faisal Shafait, Marcus Liwicki, Thomas M. Breuel:
A sequence learning approach for multiple script identification. ICDAR 2015: 1046-1050 - [c156]Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Thomas M. Breuel:
Scale and rotation invariant OCR for Pashto cursive script using MDLSTM network. ICDAR 2015: 1101-1105 - [c155]Muhammad Zeshan Afzal, Samuele Capobianco, Muhammad Imran Malik, Simone Marinai, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki:
Deepdocclassifier: Document classification with deep Convolutional Neural Network. ICDAR 2015: 1111-1115 - [c154]Mohammad Reza Yousefi, Mohammad Reza Soheili, Thomas M. Breuel, Ehsanollah Kabir, Didier Stricker:
Binarization-free OCR for historical documents using LSTM networks. ICDAR 2015: 1121-1125 - [c153]Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel, Thomas M. Breuel:
Recognizable units in Pashto language for OCR. ICDAR 2015: 1246-1250 - [c152]Saurav Biswas, Thomas M. Breuel:
Learning Morphological Transformations with Recurrent Neural Networks. INNS Conference on Big Data 2015: 335-344 - [c151]Federico Raue, Wonmin Byeon, Thomas M. Breuel, Marcus Liwicki:
Symbol Grounding in Multimodal Sequences using Recurrent Neural Networks. CoCo@NIPS 2015 - 2014
- [c150]Mayce Ibrahim Ali Al Azawi, Thomas M. Breuel:
Context-Dependent Confusions Rules for Building Error Model Using Weighted Finite State Transducers for OCR Post-Processing. Document Analysis Systems 2014: 116-120 - [c149]Mayce Ibrahim Ali Al Azawi, Adnan Ul-Hasan, Marcus Liwicki, Thomas M. Breuel:
Character-Level Alignment Using WFST and LSTM for Post-processing in Multi-script Recognition Systems - A Comparative Study. ICIAR (1) 2014: 379-386 - [c148]Wonmin Byeon, Thomas M. Breuel:
Supervised texture segmentation using 2D LSTM networks. ICIP 2014: 4373-4377 - [c147]Wonmin Byeon, Marcus Liwicki, Thomas M. Breuel:
Texture Classification Using 2D LSTM Networks. ICPR 2014: 1144-1149 - [c146]Saurav Biswas, Muhammad Zeshan Afzal, Thomas M. Breuel:
Using recurrent networks for non-temporal classification tasks. IJCNN 2014: 135-140 - 2013
- [c145]Muhammet Bastan, Wonmin Byeon, Thomas M. Breuel:
Object Recognition in Multi-View Dual Energy X-ray Images. BMVC 2013 - [c144]Muhammad Zeshan Afzal, Martin Krämer, Syed Saqib Bukhari, Mohammad Reza Yousefi, Faisal Shafait, Thomas M. Breuel:
Robust Binarization of Stereo and Monocular Document Images Using Percentile Filter. CBDAR 2013: 139-149 - [c143]Nibal Nayef, Thomas M. Breuel:
Combining geometric matching with SVM to improve symbol spotting. DRR 2013: 86580G - [c142]Nibal Nayef, Thomas M. Breuel:
Efficient symbol retrieval by building a symbol index from a collection of line drawings. DRR 2013: 86580Y - [c141]Mayce Ibrahim Ali Al Azawi, Marcus Liwicki, Thomas M. Breuel:
WFST-based ground truth alignment for difficult historical documents with text modification and layout variations. DRR 2013: 865818 - [c140]Nibal Nayef, Wonmin Byeon, Thomas M. Breuel:
Towards Searchable Line Drawings, a Content-Based Symbol Retrieval Approach with Variable Query Complexity. GREC 2013: 38-49 - [c139]Syed Saqib Bukhari, Hasan S. M. Al-Khaffaf, Faisal Shafait, Mohd Azam Osman, Abdullah Zawawi Talib, Thomas M. Breuel:
Final Report of GREC'13 Arc and Line Segmentation Contest. GREC 2013: 234-239 - [c138]Adnan Ul-Hasan, Thomas M. Breuel:
Can we build language-independent OCR using LSTM networks? MOCR@ICDAR 2013: 9:1-9:5 - [c137]Mayce Ibrahim Ali Al Azawi, Muhammad Zeshan Afzal, Thomas M. Breuel:
Normalizing historical orthography for OCR historical documents using LSTM. HIP@ICDAR 2013: 80-85 - [c136]Thomas M. Breuel, Adnan Ul-Hasan, Mayce Ibrahim Ali Al Azawi, Faisal Shafait:
High-Performance OCR for Printed English and Fraktur Using LSTM Networks. ICDAR 2013: 683-687 - [c135]Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel:
Towards Generic Text-Line Extraction. ICDAR 2013: 748-752 - [c134]Nibal Nayef, Thomas M. Breuel:
Constructing a Hierarchical Structure from Symbol Alphabets of Technical Line Drawings. ICDAR 2013: 773-777 - [c133]Adnan Ul-Hasan, Saad Bin Ahmed, Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel:
Offline Printed Urdu Nastaleeq Script Recognition with Bidirectional LSTM Networks. ICDAR 2013: 1061-1065 - [c132]Damian Borth, Rongrong Ji, Tao Chen, Thomas M. Breuel, Shih-Fu Chang:
Large-scale visual sentiment ontology and detectors using adjective noun pairs. ACM Multimedia 2013: 223-232 - [c131]Wan-Lei Zhao, Wonmin Byeon, Thomas M. Breuel:
On the Detection and Matching of Structures on Less-textured Scenes. VISAPP (1) 2013: 449-454 - 2012
- [c130]Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel:
Scanning Neural Network for Text Line Recognition. Document Analysis Systems 2012: 105-109 - [c129]Muhammad Zeshan Afzal, Martin Krämer, Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel:
Improvements to Uncalibrated Feature-Based Stereo Matching for Document Images by Using Text-Line Segmentation. Document Analysis Systems 2012: 394-398 - [c128]Adnan Ul-Hasan, Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel:
OCR-Free Table of Contents Detection in Urdu Books. Document Analysis Systems 2012: 404-408 - [c127]Syed Saqib Bukhari, Thomas M. Breuel, Abedelkadir Asi, Jihad El-Sana:
Layout Analysis for Arabic Historical Document Images Using Machine Learning. ICFHR 2012: 639-644 - [c126]Muhammad Zeshan Afzal, Syed Saqib Bukhari, Martin Krämer, Faisal Shafait, Thomas M. Breuel:
Robust stereo matching for document images using parameter selection of text-line extraction. ICPR 2012: 331-334 - [c125]Hasan S. M. Al-Khaffaf, Faisal Shafait, Michael Patrick Cutter, Thomas M. Breuel:
On the performance of Decapod's digital font reconstruction. ICPR 2012: 649-652 - [c124]Martin Krämer, Muhammad Zeshan Afzal, Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel:
Robust stereo correspondence for documents by matching connected components of text-lines with dynamic programming. ICPR 2012: 734-737 - [c123]Adnan Ul-Hasan, Syed Saqib Bukhari, Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel:
Semi-automated OCR database generation for Nabataean scripts. ICPR 2012: 1667-1670 - [c122]Nibal Nayef, Muhammad Zeshan Afzal, Thomas M. Breuel:
Learning feature weights of symbols, with application to symbol spotting. ICPR 2012: 2371-2374 - [c121]Ludwig Schmidt-Hackenberg, Mohammad Reza Yousefi, Thomas M. Breuel:
Visual cortex inspired features for object detection in X-ray images. ICPR 2012: 2573-2576 - [c120]Mohammad Reza Yousefi, Thomas M. Breuel:
Gated Boosting: Efficient Classifier Boosting and Combining. KI 2012: 262-265 - [c119]Damian Borth, Adrian Ulges, Thomas M. Breuel:
Dynamic vocabularies for web-based concept detection by trend discovery. ACM Multimedia 2012: 977-980 - 2011
- [c118]Muhammet Bastan, Mohammad Reza Yousefi, Thomas M. Breuel:
Visual Words on Baggage X-Ray Images. CAIP (1) 2011: 360-368 - [c117]Faisal Shafait, Michael Patrick Cutter, Joost van Beusekom, Syed Saqib Bukhari, Thomas M. Breuel:
Decapod: A Flexible, Low Cost Digitization Solution for Small and Medium Archives. CBDAR 2011: 101-111 - [c116]Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel:
Border Noise Removal of Camera-Captured Document Images Using Page Frame Detection. CBDAR 2011: 126-137 - [c115]Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel:
An Image Based Performance Evaluation Method for Page Dewarping Algorithms Using SIFT Features. CBDAR 2011: 138-149 - [c114]Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel:
The IUPR Dataset of Camera-Captured Document Images. CBDAR 2011: 164-171 - [c113]Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel:
Improved document image segmentation algorithm using multiresolution morphology. DRR 2011: 78740D - [c112]Michael Patrick Cutter, Joost van Beusekom, Faisal Shafait, Thomas M. Breuel:
Font group identification using reconstructed fonts. DRR 2011: 78740N - [c111]Nibal Nayef, Thomas M. Breuel:
On the Use of Geometric Matching for Both: Isolated Symbol Recognition and Symbol Spotting. GREC 2011: 36-48 - [c110]Nibal Nayef, Thomas M. Breuel:
Building a Symbol Library from Technical Drawings by Identifying Repeating Patterns. GREC 2011: 69-78 - [c109]Nibal Nayef, Thomas M. Breuel:
Statistical Grouping for Segmenting Symbols Parts from Line Drawings, with Application to Symbol Spotting. ICDAR 2011: 364-368 - [c108]Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel:
Text-Line Extraction Using a Convolution of Isotropic Gaussian Filter with a Set of Line Filters. ICDAR 2011: 579-583 - [c107]Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel:
An Evaluation of HMM-Based Techniques for the Recognition of Screen Rendered Text. ICDAR 2011: 1260-1264 - [c106]Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel:
High Performance Layout Analysis of Arabic and Urdu Document Images. ICDAR 2011: 1275-1279 - [c105]Damian Borth, Adrian Ulges, Thomas M. Breuel:
Lookapp: interactive construction of web-based concept detectors. ICMR 2011: 66 - [c104]Damian Borth, Adrian Ulges, Thomas M. Breuel:
Automatic concept-to-query mapping for web-based concept detector training. ACM Multimedia 2011: 1453-1456 - [c103]Wan-Lei Zhao, Damian Borth, Thomas M. Breuel:
Participation at TRECVID 2011 Semantic Indexing & Content-based Copy Detection Tasks. TRECVID 2011 - [c102]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:
Deep Learners Benefit More from Out-of-Distribution Examples. AISTATS 2011: 164-172 - 2010
- [c101]Syed Saqib Bukhari, Mayce Ibrahim Ali Al Azawi, Faisal Shafait, Thomas M. Breuel:
Document image segmentation using discriminative learning over connected components. Document Analysis Systems 2010: 183-190 - [c100]Joost van Beusekom, Faisal Shafait, Thomas M. Breuel:
Document inspection using text-line alignment. Document Analysis Systems 2010: 263-270 - [c99]Michael Patrick Cutter, Joost van Beusekom, Faisal Shafait, Thomas M. Breuel:
Unsupervised font reconstruction based on token co-occurrence. ACM Symposium on Document Engineering 2010: 143-150 - [c98]Joost van Beusekom, Yves Rangoni, Thomas M. Breuel:
Trainable multiscript orientation detection. DRR 2010: 75340W - [c97]Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel:
Visual recognition of permuted words. Human Vision and Electronic Imaging 2010: 752715 - [c96]Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel:
Discriminative learning for script recognition. ICIP 2010: 2145-2148 - [c95]Nibal Nayef, Thomas M. Breuel:
Graphical symbol retrieval using a branch and bound algorithm. ICIP 2010: 2153-2156 - [c94]Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel:
Performance evaluation of curled textline segmentation algorithms on CBDAR 2007 dewarping contest dataset. ICIP 2010: 2161-2164 - [c93]Adrian Ulges, Thomas M. Breuel:
Can Motion Segmentation Improve Patch-Based Object Recognition? ICPR 2010: 3041-3044 - [c92]Joost van Beusekom, Marco Schreyer, Thomas M. Breuel:
Automatic counterfeit protection system code classification. Media Forensics and Security 2010: 75410F - [c91]Damian Borth, Adrian Ulges, Thomas M. Breuel:
Relevance filtering meets active learning: improving web-based concept detectors. Multimedia Information Retrieval 2010: 25-34 - [c90]Jörn Wanke, Adrian Ulges, Christoph H. Lampert, Thomas M. Breuel:
Topic models for semantics-preserving video compression. Multimedia Information Retrieval 2010: 275-284 - [c89]Emanuel Indermühle, Horst Bunke, Faisal Shafait, Thomas M. Breuel:
Text versus non-text distinction in online handwritten documents. SAC 2010: 3-7 - [c88]Damian Borth, Markus Koch, Thomas M. Breuel, Adrian Ulges:
DFKI and University of Kaiserslautern participation at TRECVID 2010 - Semantic Indexing Task. TRECVID 2010 - 2009
- [c87]Markus Goldstein, Matthias Reif, Armin Stahl, Thomas M. Breuel:
Server-Side Prediction of Source IP Addresses Using Density Estimation. ARES 2009: 82-89 - [c86]Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel:
Ridges Based Curled Textline Region Detection from Grayscale Camera-Captured Document Images. CAIP 2009: 173-180 - [c85]Manni Duan, Adrian Ulges, Thomas M. Breuel, Xiuqing Wu:
Style modeling for tagging personal photo collections. CIVR 2009 - [c84]Oliver Wirjadi, Yoo-Jin Kim, Thomas M. Breuel:
Spatial Statistics for Tumor Cell Counting and Classification. DAGM-Symposium 2009: 492-501 - [c83]Joost van Beusekom, Faisal Shafait, Thomas M. Breuel:
Resolution Independent Skew and Orientation Detection for document images. DRR 2009: 72470K - [c82]Thomas M. Breuel:
Recent progress on the OCRopus OCR system. MOCR@ICDAR 2009: 2 - [c81]Yves Rangoni, Joost van Beusekom, Thomas M. Breuel:
Language independent thresholding optimization using a Gaussian mixture modelling of the character shapes. MOCR@ICDAR 2009: 5 - [c80]Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel:
Coupled Snakelet Model for Curled Textline Segmentation of Camera-Captured Document Images. ICDAR 2009: 61-65 - [c79]Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel:
Script-Independent Handwritten Textlines Segmentation Using Active Contours. ICDAR 2009: 446-450 - [c78]Thomas Strecker, Joost van Beusekom, Sahin Albayrak, Thomas M. Breuel:
Automated Ground Truth Data Generation for Newspaper Document Images. ICDAR 2009: 1275-1279 - [c77]Adrian Ulges, Markus Koch, Damian Borth, Thomas M. Breuel:
TubeTagger - YouTube-based Concept Detection. ICDM Workshops 2009: 190-195 - [c76]Yves Rangoni, Faisal Shafait, Joost van Beusekom, Thomas M. Breuel:
Recognition Driven Page Orientation Detection. ICIP 2009: 1989-1992 - [c75]Syed Saqib Bukhari, Thomas M. Breuel, Faisal Shafait:
Textline information extraction from grayscale camera-captured document images. ICIP 2009: 2013-2016 - [c74]Roberto Paredes, Adrian Ulges, Thomas M. Breuel:
Fast Discriminative Linear Models for Scalable Video Tagging. ICMLA 2009: 571-576 - [c73]Christian Schulze, Marco Schreyer, Armin Stahl, Thomas M. Breuel:
Using DCT Features for Printing Technique and Copy Detection. IFIP Int. Conf. Digital Forensics 2009: 95-106 - [c72]Aleksander Lodwich, Yves Rangoni, Thomas M. Breuel:
Evaluation of robustness and performance of Early Stopping Rules with Multi Layer Perceptrons. IJCNN 2009: 1877-1884 - [c71]Damian Borth, Adrian Ulges, Christian Schulze, Thomas M. Breuel:
Video Copy Detection providing Localized Matches. Informatiktage 2009: 19-22 - [c70]Joost van Beusekom, Faisal Shafait, Thomas M. Breuel:
Automatic Line Orientation Measurement for Questioned Document Examination. IWCF 2009: 165-173 - [c69]Christian Jansohn, Adrian Ulges, Thomas M. Breuel:
Detecting pornographic video content by combining image features with motion information. ACM Multimedia 2009: 601-604 - [c68]Damian Borth, Jörn Hees, Markus Koch, Adrian Ulges, Christian Schulze, Thomas M. Breuel, Roberto Paredes:
TubeFiler: an automatic web video categorizer. ACM Multimedia 2009: 1111-1112 - [c67]Yves Rangoni, Faisal Shafait, Thomas M. Breuel:
OCR Based Thresholding. MVA 2009: 98-101 - [c66]Damian Borth, Markus Koch, Adrian Ulges, Thomas M. Breuel:
DFKI-IUPR participation in TRECVID'09 High-level Feature Extraction Task. TRECVID 2009 - 2008
- [c65]Marius Renn, Joost van Beusekom, Daniel Keysers, Thomas M. Breuel:
Automatic Image Tagging Using Community-Driven Online Image Databases. Adaptive Multimedia Retrieval 2008: 112-126 - [c64]Adrian Ulges, Christian Schulze, Daniel Keysers, Thomas M. Breuel:
Identifying relevant frames in weakly labeled videos for training concept detectors. CIVR 2008: 9-16 - [c63]Markus Goldstein, Matthias Reif, Armin Stahl, Thomas M. Breuel:
High performance traffic shaping for DDoS mitigation. CoNEXT 2008: 41 - [c62]Adrian Ulges, Thomas M. Breuel:
A Local Discriminative Model for Background Subtraction. DAGM-Symposium 2008: 507-516 - [c61]Joost van Beusekom, Faisal Shafait, Thomas M. Breuel:
Automated OCR Ground Truth Generation. Document Analysis Systems 2008: 111-117 - [c60]Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel:
Segmentation of Curled Textlines Using Active Contours. Document Analysis Systems 2008: 270-277 - [c59]Faisal Shafait, Joost van Beusekom, Daniel Keysers, Thomas M. Breuel:
Structural Mixtures for Statistical Layout Analysis. Document Analysis Systems 2008: 415-422 - [c58]Thomas M. Breuel:
The OCRopus open source OCR system. DRR 2008: 68150F - [c57]Faisal Shafait, Daniel Keysers, Thomas M. Breuel:
Efficient implementation of local adaptive thresholding techniques using integral images. DRR 2008: 681510 - [c56]Markus Goldstein, Christoph H. Lampert, Matthias Reif, Armin Stahl, Thomas M. Breuel:
Bayes Optimal DDoS Mitigation by Adaptive History-Based IP Filtering. ICN 2008: 174-179 - [c55]Matthias Reif, Markus Goldstein, Armin Stahl, Thomas M. Breuel:
Anomaly detection by combining decision trees and parametric densities. ICPR 2008: 1-4 - [c54]Faisal Shafait, Joost van Beusekom, Daniel Keysers, Thomas M. Breuel:
Background variability modeling for statistical layout analysis. ICPR 2008: 1-4 - [c53]Adrian Ulges, Thomas M. Breuel:
Segmentation by combining parametric optical flow with a color model. ICPR 2008: 1-4 - [c52]Adrian Ulges, Christian Schulze, Daniel Keysers, Thomas M. Breuel:
A System That Learns to Tag Videos by Watching Youtube. ICVS 2008: 415-424 - [c51]Damian Borth, Adrian Ulges, Christian Schulze, Thomas M. Breuel:
Keyframe Extraction for Video Tagging & Summarization. Informatiktage 2008: 45-48 - [c50]Christian Schulze, Marco Schreyer, Armin Stahl, Thomas M. Breuel:
Evaluation of Graylevel-Features for Printing Technique Classification in High-Throughput Document Management Systems. IWCF 2008: 35-46 - [c49]Joost van Beusekom, Faisal Shafait, Thomas M. Breuel:
Document Signature Using Intrinsic Features for Counterfeit Detection. IWCF 2008: 47-57 - [c48]Damian Borth, Christian Schulze, Adrian Ulges, Thomas M. Breuel:
Navidgator - Similarity Based Browsing for Image and Video Databases. KI 2008: 22-29 - [c47]Thomas M. Breuel:
Applying the OCRopus OCR System to Scholarly Sanskrit Literature. Sanskrit Computational Linguistics 2008: 391-402 - [c46]Adrian Ulges, Christian Schulze, Markus Koch, Thomas M. Breuel:
Learning TRECVID'08 High-Level Features from YouTube. TRECVID 2008 - [c45]Thomas M. Breuel:
Binary Morphology and Related Operations on Run-Length Representations. VISAPP (1) 2008: 159-166 - 2007
- [c44]Daniel Keysers, Marius Renn, Thomas M. Breuel:
Improving accessibility of html documents bygenerating image-tags in a proxy. ASSETS 2007: 249-250 - [c43]Adrian Ulges, Christoph H. Lampert, Daniel Keysers, Thomas M. Breuel:
Optimal Dominant Motion Estimation Using Adaptive Search of Transformation Space. DAGM-Symposium 2007: 204-213 - [c42]Joost van Beusekom, Faisal Shafait, Thomas M. Breuel:
Image-Matching for Revision Detection in Printed Historical Documents. DAGM-Symposium 2007: 507-516 - [c41]Faisal Shafait, Daniel Keysers, Thomas M. Breuel:
GREC 2007 Arc Segmentation Contest: Evaluation of Four Participating Algorithms. GREC 2007: 310-320 - [c40]Oliver Wirjadi, Thomas M. Breuel:
Global Modes in Kernel Density Estimation: RAST Clustering. HIS 2007: 314-319 - [c39]Martin Krämer, Hagen Kaprykowsky, Daniel Keysers, Thomas M. Breuel:
Bibliographic Meta-Data Extraction Using Probabilistic Finite State Transducers. ICDAR 2007: 609-613 - [c38]Joost van Beusekom, Daniel Keysers, Faisal Shafait, Thomas M. Breuel:
Example-Based Logical Labeling of Document Title Page Images. ICDAR 2007: 919-923 - [c37]Thomas M. Breuel:
The hOCR Microformat for OCR Workflow and Results. ICDAR 2007: 1063-1067 - [c36]Faisal Shafait, Joost van Beusekom, Daniel Keysers, Thomas M. Breuel:
Page Frame Detection for Marginal Noise Removal from Scanned Documents. SCIA 2007: 651-660 - [c35]Daniel Keysers, Faisal Shafait, Thomas M. Breuel:
Document image zone classification - a simple high-performance approach. VISAPP (2) 2007: 44-51 - 2006
- [c34]Oliver Wirjadi, Thomas M. Breuel, Wolfgang Feiden, Yoo-Jin Kim:
Automated Feature Selection for the Classification of Meningioma Cell Nuclei. Bildverarbeitung für die Medizin 2006: 76-80 - [c33]Haider Ali, Christoph H. Lampert, Thomas M. Breuel:
Satellite Tracks Removal in Astronomical Images. CIARP 2006: 892-901 - [c32]Daniel Keysers, Christoph H. Lampert, Thomas M. Breuel:
Color image dequantization by constrained diffusion. Color Imaging: Processing, Hardcopy, and Applications 2006: 605803 - [c31]Faisal Shafait, Daniel Keysers, Thomas M. Breuel:
Performance Comparison of Six Algorithms for Page Segmentation. Document Analysis Systems 2006: 368-379 - [c30]Joost van Beusekom, Daniel Keysers, Faisal Shafait, Thomas M. Breuel:
Distance Measures for Layout-Based Document Image Retrieval. DIAL 2006: 232-242 - [c29]Faisal Shafait, Daniel Keysers, Thomas M. Breuel:
Pixel-Accurate Representation and Evaluation of Page Segmentation in Document Images. ICPR (1) 2006: 872-875 - 2005
- [c28]Daniel Keysers, Thomas M. Breuel:
Optimal Line and Arc Detection on Run-Length Representations. GREC 2005: 369-380 - [c27]Adrian Ulges, Christoph H. Lampert, Thomas M. Breuel:
Document Image Dewarping using Robust Estimation of Curled Text Lines. ICDAR 2005: 1001-1005 - [c26]Oliver Wirjadi, Thomas M. Breuel:
Approximate separable 3D anisotropic Gauss filter. ICIP (2) 2005: 149-152 - 2004
- [c25]Adrian Ulges, Christoph H. Lampert, Thomas M. Breuel:
Document capture using stereo vision. ACM Symposium on Document Engineering 2004: 198-200 - 2003
- [c24]Thomas M. Breuel:
An Algorithm for Finding Maximal Whitespace Rectangles at Arbitrary Orientations for Document Layout Analysis. ICDAR 2003: 66-70 - [c23]Thomas M. Breuel:
Character Recognition by Adaptive Statistical Similarity. ICDAR 2003: 158-162 - 2002
- [c22]Thomas M. Breuel:
Two Geometric Algorithms for Layout Analysis. Document Analysis Systems 2002: 188-199 - [c21]Thomas M. Breuel:
Robust least-square-baseline finding using a branch and bound algorithm. Document Recognition and Retrieval 2002: 20-27 - [c20]Thomas M. Breuel:
A Comparison of Search Strategies for Geometric Branch and Bound Algorithms. ECCV (3) 2002: 837-850 - [c19]Thomas M. Breuel:
Representations and metrics for off-line handwriting segmentation. IWFHR 2002: 428-433 - [c18]Charles Mathis, Thomas M. Breuel:
Classification Using a Hierarchical Bayesian Approach. ICPR (4) 2002: 103- - [c17]Thomas M. Breuel, William C. Janssen, Kris Popat, Henry S. Baird:
Paper to PDA. ICPR (1) 2002: 476-479 - 2001
- [c16]Thomas M. Breuel:
Modeling the sample distribution for clustering OCR. Document Recognition and Retrieval 2001: 193-200 - [c15]Thomas M. Breuel:
Classification by probabilistic clustering. ICASSP 2001: 1333-1336 - [c14]Thomas M. Breuel:
Segmentation of Handprinted Letter Strings Using a Dynamic Programming Algorithm. ICDAR 2001: 821-826 - [c13]Thomas M. Breuel:
Implementing Dynamic Language Features in Java Using Dynamic Code Generation. TOOLS (39) 2001: 143-152 - [c12]Thomas M. Breuel:
A practical, globally optimal algorithm for geometric matching under uncertainty. IWCIA 2001: 188-202 - 1998
- [c11]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:
Updates to the QBIC System. Storage and Retrieval for Image and Video Databases (SPIE) 1998: 150-161 - 1995
- [c10]Thomas M. Breuel:
Handwriting Recognition. ACCV 1995: 447-456 - [c9]Thomas M. Breuel:
Applying Handwriting Recognition to US Census Forms. ACCV 1995: 593-601 - 1994
- [c8]Thomas M. Breuel:
A system for the off-line recognition of handwritten text. ICPR (2) 1994: 129-134 - 1993
- [c7]Thomas M. Breuel:
Higher-order statistics in object recognition. CVPR 1993: 707-708 - [c6]Thomas M. Breuel:
Recognition of handprinted digits using optimal bounded error matching. ICDAR 1993: 493-496 - 1992
- [c5]Thomas M. Breuel:
Fast recognition using adaptive subdivisions of transformation space. CVPR 1992: 445-451 - [c4]Thomas M. Breuel:
View-Based Recognition. MVA 1992: 29-32 - 1991
- [c3]Thomas M. Breuel:
Model based recognition using pruned correspondence search. CVPR 1991: 257-262 - 1988
- [c2]Thomas M. Breuel:
Data-Level Parallel Programming in C++. C++ Conference 1988: 153-168 - [c1]Thomas M. Breuel:
Lexical Closures for C++. C++ Conference 1988: 293-304
Parts in Books or Collections
- 2010
- [p2]Adrian Ulges, Damian Borth, Thomas M. Breuel:
Visual Concept Learning from Weakly Labeled Web Videos. Video Search and Mining 2010: 203-232 - 2003
- [p1]Thomas M. Breuel, William C. Janssen, Kris Popat, Henry S. Baird:
Reflowable Document Images. Web Document Analysis 2003: 81-94
Editorship
- 2008
- [e1]Andreas Dengel, Karsten Berns, Thomas M. Breuel, Frank Bomarius, Thomas Roth-Berghofer:
KI 2008: Advances in Artificial Intelligence, 31st Annual German Conference on AI, KI 2008, Kaiserslautern, Germany, September 23-26, 2008. Proceedings. Lecture Notes in Computer Science 5243, Springer 2008, ISBN 978-3-540-85844-7 [contents]
Informal and Other Publications
- 2023
- [i27]Shoaib Ahmed Siddiqui, David Krueger, Thomas M. Breuel:
Investigating the Nature of 3D Generalization in Deep Neural Networks. CoRR abs/2304.09358 (2023) - 2022
- [i26]Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas M. Breuel, Jan Kautz, Xiaolong Wang:
GroupViT: Semantic Segmentation Emerges from Text Supervision. CoRR abs/2202.11094 (2022) - 2021
- [i25]Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Gal Chechik, Yale Song:
Automatic Curation of Large-Scale Datasets for Audio-Visual Representation Learning. CoRR abs/2101.10803 (2021) - [i24]Shoaib Ahmed Siddiqui, Thomas M. Breuel:
Identifying Layers Susceptible to Adversarial Attacks. CoRR abs/2107.04827 (2021) - 2020
- [i23]Alex Aizman, Gavin Maltby, Thomas M. Breuel:
High Performance I/O For Large Scale Deep Learning. CoRR abs/2001.01858 (2020) - [i22]Tailin Wu, Thomas M. Breuel, Michael Skuhersky, Jan Kautz:
Discovering Nonlinear Relations with Minimum Predictive Information Regularization. CoRR abs/2001.01885 (2020) - [i21]Yiran Zhong, Charles T. Loop, Wonmin Byeon, Stan Birchfield, Yuchao Dai, Kaihao Zhang, Alexey Kamenev, Thomas M. Breuel, Hongdong Li, Jan Kautz:
Displacement-Invariant Cost Computation for Efficient Stereo Matching. CoRR abs/2012.00899 (2020) - [i20]Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Jan Kautz, Yale Song:
Parameter Efficient Multimodal Transformers for Video Representation Learning. CoRR abs/2012.04124 (2020) - 2018
- [i19]Umar Iqbal, Pavlo Molchanov, Thomas M. Breuel, Juergen Gall, Jan Kautz:
Hand Pose Estimation via Latent 2.5D Heatmap Regression. CoRR abs/1804.09534 (2018) - [i18]Sam Leroux, Pavlo Molchanov, Pieter Simoens, Bart Dhoedt, Thomas M. Breuel, Jan Kautz:
IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification. CoRR abs/1804.10123 (2018) - 2017
- [i17]Ming-Yu Liu, Thomas M. Breuel, Jan Kautz:
Unsupervised Image-to-Image Translation Networks. CoRR abs/1703.00848 (2017) - 2016
- [i16]Zhicheng Yan, Hao Zhang, Yangqing Jia, Thomas M. Breuel, Yizhou Yu:
Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation. CoRR abs/1603.04871 (2016) - [i15]Aleksander Lodwich, Faisal Shafait, Thomas M. Breuel:
Efficient Estimation of k for the Nearest Neighbors Class of Methods. CoRR abs/1606.02617 (2016) - [i14]Muhammet Bastan, Syed Saqib Bukhari, Thomas M. Breuel:
Active Canny: Edge Detection and Recovery with Open Active Contour Models. CoRR abs/1609.03415 (2016) - [i13]Mihaela Rosca, Thomas M. Breuel:
Sequence-to-sequence neural network models for transliteration. CoRR abs/1610.09565 (2016) - 2015
- [i12]Thomas M. Breuel:
Benchmarking of LSTM Networks. CoRR abs/1508.02774 (2015) - [i11]Thomas M. Breuel:
The Effects of Hyperparameters on SGD Training of Neural Networks. CoRR abs/1508.02788 (2015) - [i10]Thomas M. Breuel:
On the Convergence of SGD Training of Neural Networks. CoRR abs/1508.02790 (2015) - [i9]Thomas M. Breuel:
Possible Mechanisms for Neural Reconfigurability and their Implications. CoRR abs/1508.02792 (2015) - [i8]Federico Raue, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki:
Symbol Grounding Association in Multimodal Sequences with Missing Elements. CoRR abs/1511.04401 (2015) - 2010
- [i7]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:
Deep Self-Taught Learning for Handwritten Character Recognition. CoRR abs/1009.3589 (2010) - 2007
- [i6]Thomas M. Breuel:
Efficient Binary and Run Length Morphology and its Application to Document Image Processing. CoRR abs/0712.0121 (2007) - [i5]Thomas M. Breuel:
On the Relationship between the Posterior and Optimal Similarity. CoRR abs/0712.0130 (2007) - [i4]Thomas M. Breuel:
Learning Similarity for Character Recognition and 3D Object Recognition. CoRR abs/0712.0131 (2007) - [i3]Thomas M. Breuel:
Learning View Generalization Functions. CoRR abs/0712.0136 (2007) - [i2]Thomas M. Breuel:
View Based Methods can achieve Bayes-Optimal 3D Recognition. CoRR abs/0712.0137 (2007) - [i1]Thomas M. Breuel:
A Note on Approximate Nearest Neighbor Methods. CoRR abs/cs/0703101 (2007)
Coauthor Index
Muhammad Zeshan Afzal
aka: Muhammad Zeeshan Afzal
aka: Muhammad Zeeshan Afzal
Sheikh Faisal Rashid
aka: Shiekh Faisal Rashid
aka: Shiekh Faisal Rashid
[j21] [j20] [j19] [j18] [j17] [j16] [j13] [j9] [j8] [j7] [j6] [c160] [c157] [c144] [c139] [c136] [c135] [c133] [c130] [c129] [c128] [c126] [c125] [c124] [c123] [c117] [c116] [c115] [c114] [c113] [c112] [c108] [c107] [c106] [c101] [c100] [c99] [c97] [c96] [c94] [c89] [c86] [c83] [c80] [c79] [c76] [c75] [c70] [c67] [c61] [c60] [c59] [c57] [c54] [c49] [c42] [c41] [c38] [c36] [c35] [c31] [c30] [c29] [i15]
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