Thomas M. Breuel

Affiliations:
  • NVIDIA Research
  • Google Mountain View, CA, USA (former)
  • University of Kaiserslautern, Germany (former)


According to our database1, Thomas M. Breuel authored at least 223 papers between 1988 and 2023.

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Bibliography

2023
Investigating the Nature of 3D Generalization in Deep Neural Networks.
CoRR, 2023

2022
Displacement-Invariant Cost Computation for Stereo Matching.
Int. J. Comput. Vis., 2022

GroupViT: Semantic Segmentation Emerges from Text Supervision.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Identifying Layers Susceptible to Adversarial Attacks.
CoRR, 2021

Automatic Curation of Large-Scale Datasets for Audio-Visual Representation Learning.
CoRR, 2021

Coupled Segmentation and Edge Learning via Dynamic Graph Propagation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Parameter Efficient Multimodal Transformers for Video Representation Learning.
Proceedings of the 9th International Conference on Learning Representations, 2021

ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
Displacement-Invariant Cost Computation for Efficient Stereo Matching.
CoRR, 2020

Discovering Nonlinear Relations with Minimum Predictive Information Regularization.
CoRR, 2020

2019
High Performance I/O For Large Scale Deep Learning.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Symbol Grounding Association in Multimodal Sequences with Missing Elements.
J. Artif. Intell. Res., 2018

IamNN: Iterative and Adaptive Mobile Neural Network for efficient image classification.
Proceedings of the 6th International Conference on Learning Representations, 2018

Hand Pose Estimation via Latent 2.5D Heatmap Regression.
Proceedings of the Computer Vision - ECCV 2018, 2018

2017
Active Canny: edge detection and recovery with open active contour models.
IET Image Process., 2017

Unsupervised Image-to-Image Translation Networks.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Robust, Simple Page Segmentation Using Hybrid Convolutional MDLSTM Networks.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

High Performance Text Recognition Using a Hybrid Convolutional-LSTM Implementation.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

2016
Evaluation of cursive and non-cursive scripts using recurrent neural networks.
Neural Comput. Appl., 2016

Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation.
CoRR, 2016

Sequence-to-sequence neural network models for transliteration.
CoRR, 2016

Efficient Estimation of k for the Nearest Neighbors Class of Methods.
CoRR, 2016

KPTI: Katib's Pashto Text Imagebase and Deep Learning Benchmark.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Symbolic Association Using Parallel Multilayer Perceptron.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015
Scene analysis by mid-level attribute learning using 2D LSTM networks and an application to web-image tagging.
Pattern Recognit. Lett., 2015

Possible Mechanisms for Neural Reconfigurability and their Implications.
CoRR, 2015

On the Convergence of SGD Training of Neural Networks.
CoRR, 2015

The Effects of Hyperparameters on SGD Training of Neural Networks.
CoRR, 2015

Benchmarking of LSTM Networks.
CoRR, 2015

Symbol Grounding in Multimodal Sequences using Recurrent Neural Networks.
Proceedings of the NIPS Workshop on Cognitive Computation: Integrating Neural and Symbolic Approaches co-located with the 29th Annual Conference on Neural Information Processing Systems (NIPS 2015), 2015

Learning Morphological Transformations with Recurrent Neural Networks.
Proceedings of the INNS Conference on Big Data 2015, 2015

Binarization-free OCR for historical documents using LSTM networks.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

A sequence learning approach for multiple script identification.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Parallel sequence classification using recurrent neural networks and alignment.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

A segmentation-free approach for printed Devanagari script recognition.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Combination of multiple aligned recognition outputs using WFST and LSTM.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Recognizable units in Pashto language for OCR.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Scale and rotation invariant OCR for Pashto cursive script using MDLSTM network.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Document Image Binarization using LSTM: A Sequence Learning Approach.
Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

Deepdocclassifier: Document classification with deep Convolutional Neural Network.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Long short term memory neural network for keyboard gesture decoding.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A comparison of 1D and 2D LSTM architectures for the recognition of handwritten Arabic.
Proceedings of the Document Recognition and Retrieval XXII, 2015

Scene labeling with LSTM recurrent neural networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Automatic classifier selection for non-experts.
Pattern Anal. Appl., 2014

Using recurrent networks for non-temporal classification tasks.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Texture Classification Using 2D LSTM Networks.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Supervised texture segmentation using 2D LSTM networks.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Character-Level Alignment Using WFST and LSTM for Post-processing in Multi-script Recognition Systems - A Comparative Study.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Context-Dependent Confusions Rules for Building Error Model Using Weighted Finite State Transducers for OCR Post-Processing.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

2013
Automatic authentication of color laser print-outs using machine identification codes.
Pattern Anal. Appl., 2013

Coupled snakelets for curled text-line segmentation from warped document images.
Int. J. Document Anal. Recognit., 2013

Text-line examination for document forgery detection.
Int. J. Document Anal. Recognit., 2013

On the Detection and Matching of Structures on Less-textured Scenes.
Proceedings of the VISAPP 2013, 2013

Large-scale visual sentiment ontology and detectors using adjective noun pairs.
Proceedings of the ACM Multimedia Conference, 2013

Can we build language-independent OCR using LSTM networks?
Proceedings of the 4th International Workshop on Multilingual OCR, 2013

Offline Printed Urdu Nastaleeq Script Recognition with Bidirectional LSTM Networks.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Constructing a Hierarchical Structure from Symbol Alphabets of Technical Line Drawings.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Towards Generic Text-Line Extraction.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

High-Performance OCR for Printed English and Fraktur Using LSTM Networks.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Normalizing historical orthography for OCR historical documents using LSTM.
Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing, 2013

Towards Searchable Line Drawings, a Content-Based Symbol Retrieval Approach with Variable Query Complexity.
Proceedings of the Graphics Recognition. Current Trends and Challenges, 2013

Final Report of GREC'13 Arc and Line Segmentation Contest.
Proceedings of the Graphics Recognition. Current Trends and Challenges, 2013

Efficient symbol retrieval by building a symbol index from a collection of line drawings.
Proceedings of the Document Recognition and Retrieval XX, 2013

Combining geometric matching with SVM to improve symbol spotting.
Proceedings of the Document Recognition and Retrieval XX, 2013

WFST-based ground truth alignment for difficult historical documents with text modification and layout variations.
Proceedings of the Document Recognition and Retrieval XX, 2013

Robust Binarization of Stereo and Monocular Document Images Using Percentile Filter.
Proceedings of the Camera-Based Document Analysis and Recognition, 2013

Object Recognition in Multi-View Dual Energy X-ray Images.
Proceedings of the British Machine Vision Conference, 2013

2012
Dynamic vocabularies for web-based concept detection by trend discovery.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Gated Boosting: Efficient Classifier Boosting and Combining.
Proceedings of the KI 2012: Advances in Artificial Intelligence, 2012

Semi-automated OCR database generation for Nabataean scripts.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Visual cortex inspired features for object detection in X-ray images.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Learning feature weights of symbols, with application to symbol spotting.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Robust stereo correspondence for documents by matching connected components of text-lines with dynamic programming.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

On the performance of Decapod's digital font reconstruction.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Robust stereo matching for document images using parameter selection of text-line extraction.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Layout Analysis for Arabic Historical Document Images Using Machine Learning.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

OCR-Free Table of Contents Detection in Urdu Books.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Scanning Neural Network for Text Line Recognition.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Improvements to Uncalibrated Feature-Based Stereo Matching for Document Images by Using Text-Line Segmentation.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

2011
Learning Visual Contexts for Image Annotation From Flickr Groups.
IEEE Trans. Multim., 2011

A Bayes-true data generator for evaluation of supervised and unsupervised learning methods.
Pattern Recognit. Lett., 2011

The Effect of Border Noise on the Performance of Projection-Based Page Segmentation Methods.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Deep Learners Benefit More from Out-of-Distribution Examples.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Participation at TRECVID 2011 Semantic Indexing & Content-based Copy Detection Tasks.
Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Automatic concept-to-query mapping for web-based concept detector training.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Lookapp: interactive construction of web-based concept detectors.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

An Evaluation of HMM-Based Techniques for the Recognition of Screen Rendered Text.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Statistical Grouping for Segmenting Symbols Parts from Line Drawings, with Application to Symbol Spotting.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

High Performance Layout Analysis of Arabic and Urdu Document Images.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Text-Line Extraction Using a Convolution of Isotropic Gaussian Filter with a Set of Line Filters.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Building a Symbol Library from Technical Drawings by Identifying Repeating Patterns.
Proceedings of the Graphics Recognition. New Trends and Challenges, 2011

On the Use of Geometric Matching for Both: Isolated Symbol Recognition and Symbol Spotting.
Proceedings of the Graphics Recognition. New Trends and Challenges, 2011

Font group identification using reconstructed fonts.
Proceedings of the Document Recognition and Retrieval XVIII, 2011

Improved document image segmentation algorithm using multiresolution morphology.
Proceedings of the Document Recognition and Retrieval XVIII, 2011

Decapod: A Flexible, Low Cost Digitization Solution for Small and Medium Archives.
Proceedings of the Camera-Based Document Analysis and Recognition, 2011

The IUPR Dataset of Camera-Captured Document Images.
Proceedings of the Camera-Based Document Analysis and Recognition, 2011

An Image Based Performance Evaluation Method for Page Dewarping Algorithms Using SIFT Features.
Proceedings of the Camera-Based Document Analysis and Recognition, 2011

Border Noise Removal of Camera-Captured Document Images Using Page Frame Detection.
Proceedings of the Camera-Based Document Analysis and Recognition, 2011

Visual Words on Baggage X-Ray Images.
Proceedings of the Computer Analysis of Images and Patterns, 2011

2010
Visual Concept Learning from Weakly Labeled Web Videos.
Proceedings of the Video Search and Mining, 2010

Combined orientation and skew detection using geometric text-line modeling.
Int. J. Document Anal. Recognit., 2010

Learning automatic concept detectors from online video.
Comput. Vis. Image Underst., 2010

Deep Self-Taught Learning for Handwritten Character Recognition
CoRR, 2010

DFKI and University of Kaiserslautern participation at TRECVID 2010 - Semantic Indexing Task.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Text versus non-text distinction in online handwritten documents.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Topic models for semantics-preserving video compression.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Relevance filtering meets active learning: improving web-based concept detectors.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Automatic counterfeit protection system code classification.
Proceedings of the Media Forensics and Security II, 2010

Can Motion Segmentation Improve Patch-Based Object Recognition?
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Discriminative learning for script recognition.
Proceedings of the International Conference on Image Processing, 2010

Graphical symbol retrieval using a branch and bound algorithm.
Proceedings of the International Conference on Image Processing, 2010

Performance evaluation of curled textline segmentation algorithms on CBDAR 2007 dewarping contest dataset.
Proceedings of the International Conference on Image Processing, 2010

Visual recognition of permuted words.
Proceedings of the Human Vision and Electronic Imaging XV, 2010

Trainable multiscript orientation detection.
Proceedings of the Document Recognition and Retrieval XVII, 2010

Unsupervised font reconstruction based on token co-occurrence.
Proceedings of the 2010 ACM Symposium on Document Engineering, 2010

Document image segmentation using discriminative learning over connected components.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Document inspection using text-line alignment.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

2009
Response to "Projection Methods Require Black Border Removal".
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Adaptive Binarization of Unconstrained Hand-Held Camera-Captured Document Images.
J. Univers. Comput. Sci., 2009

Keyframe Extraktion für Video-Annotation und Video-Zusammenfassung.
Inform. Spektrum, 2009

A Branch and Bound Algorithm for Finding the Modes in Kernel Density Estimates.
Int. J. Comput. Intell. Appl., 2009

Classics in the Million Book Library.
Digit. Humanit. Q., 2009

DFKI-IUPR participation in TRECVID'09 High-level Feature Extraction Task.
Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

OCR Based Thresholding.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2009), 2009

Detecting pornographic video content by combining image features with motion information.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

TubeFiler: an automatic web video categorizer.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Automatic Line Orientation Measurement for Questioned Document Examination.
Proceedings of the Computational Forensics, Third International Workshop, 2009

Video Copy Detection providing Localized Matches.
Proceedings of the Informatiktage 2009, 2009

Evaluation of robustness and performance of Early Stopping Rules with Multi Layer Perceptrons.
Proceedings of the International Joint Conference on Neural Networks, 2009

Using DCT Features for Printing Technique and Copy Detection.
Proceedings of the Advances in Digital Forensics V, 2009

Fast Discriminative Linear Models for Scalable Video Tagging.
Proceedings of the International Conference on Machine Learning and Applications, 2009

Recognition Driven Page Orientation Detection.
Proceedings of the International Conference on Image Processing, 2009

Textline information extraction from grayscale camera-captured document images.
Proceedings of the International Conference on Image Processing, 2009

TubeTagger - YouTube-based Concept Detection.
Proceedings of the ICDM Workshops 2009, 2009

Automated Ground Truth Data Generation for Newspaper Document Images.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Language independent thresholding optimization using a Gaussian mixture modelling of the character shapes.
Proceedings of the International Workshop on Multilingual OCR, 2009

Script-Independent Handwritten Textlines Segmentation Using Active Contours.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Coupled Snakelet Model for Curled Textline Segmentation of Camera-Captured Document Images.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Recent progress on the OCRopus OCR system.
Proceedings of the International Workshop on Multilingual OCR, 2009

Resolution Independent Skew and Orientation Detection for document images.
Proceedings of the Document Recognition and Retrieval XVI, 2009

Spatial Statistics for Tumor Cell Counting and Classification.
Proceedings of the Pattern Recognition, 2009

Style modeling for tagging personal photo collections.
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

Ridges Based Curled Textline Region Detection from Grayscale Camera-Captured Document Images.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

Server-Side Prediction of Source IP Addresses Using Density Estimation.
Proceedings of the The Forth International Conference on Availability, 2009

2008
Performance Evaluation and Benchmarking of Six-Page Segmentation Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Document cleanup using page frame detection.
Int. J. Document Anal. Recognit., 2008

Binary Morphology and Related Operations on Run-Length Representations.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Learning TRECVID'08 High-Level Features from YouTube.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Applying the OCRopus OCR System to Scholarly Sanskrit Literature.
Proceedings of the Sanskrit Computational Linguistics, 2008

Navidgator - Similarity Based Browsing for Image and Video Databases.
Proceedings of the KI 2008: Advances in Artificial Intelligence, 2008

Evaluation of Graylevel-Features for Printing Technique Classification in High-Throughput Document Management Systems.
Proceedings of the Computational Forensics, Second International Workshop, 2008

Document Signature Using Intrinsic Features for Counterfeit Detection.
Proceedings of the Computational Forensics, Second International Workshop, 2008

Keyframe Extraction for Video Tagging & Summarization.
Proceedings of the Informatiktage 2008, 2008

A System That Learns to Tag Videos by Watching Youtube.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Segmentation by combining parametric optical flow with a color model.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Background variability modeling for statistical layout analysis.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Anomaly detection by combining decision trees and parametric densities.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Bayes Optimal DDoS Mitigation by Adaptive History-Based IP Filtering.
Proceedings of the Seventh International Conference on Networking (ICN 2008), 2008

Efficient implementation of local adaptive thresholding techniques using integral images.
Proceedings of the Document Recognition and Retrieval XV, 2008

The OCRopus open source OCR system.
Proceedings of the Document Recognition and Retrieval XV, 2008

Structural Mixtures for Statistical Layout Analysis.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

Segmentation of Curled Textlines Using Active Contours.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

Automated OCR Ground Truth Generation.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

A Local Discriminative Model for Background Subtraction.
Proceedings of the Pattern Recognition, 2008

High performance traffic shaping for DDoS mitigation.
Proceedings of the 2008 ACM Conference on Emerging Network Experiment and Technology, 2008

Identifying relevant frames in weakly labeled videos for training concept detectors.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

Automatic Image Tagging Using Community-Driven Online Image Databases.
Proceedings of the Adaptive Multimedia Retrieval. Identifying, 2008

2007
A Note on Approximate Nearest Neighbor Methods
CoRR, 2007

View Based Methods can achieve Bayes-Optimal 3D Recognition
CoRR, 2007

Learning View Generalization Functions
CoRR, 2007

Learning Similarity for Character Recognition and 3D Object Recognition
CoRR, 2007

On the Relationship between the Posterior and Optimal Similarity
CoRR, 2007

Efficient Binary and Run Length Morphology and its Application to Document Image Processing
CoRR, 2007

Document image zone classification - a simple high-performance approach.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Page Frame Detection for Marginal Noise Removal from Scanned Documents.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Bibliographic Meta-Data Extraction Using Probabilistic Finite State Transducers.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

The hOCR Microformat for OCR Workflow and Results.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Example-Based Logical Labeling of Document Title Page Images.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Global Modes in Kernel Density Estimation: RAST Clustering.
Proceedings of the 7th International Conference on Hybrid Intelligent Systems, 2007

GREC 2007 Arc Segmentation Contest: Evaluation of Four Participating Algorithms.
Proceedings of the Graphics Recognition. Recent Advances and New Opportunities, 2007

Optimal Dominant Motion Estimation Using Adaptive Search of Transformation Space.
Proceedings of the Pattern Recognition, 2007

Image-Matching for Revision Detection in Printed Historical Documents.
Proceedings of the Pattern Recognition, 2007

Improving accessibility of html documents bygenerating image-tags in a proxy.
Proceedings of the 9th International ACM SIGACCESS Conference on Computers and Accessibility, 2007

2006
Pixel-Accurate Representation and Evaluation of Page Segmentation in Document Images.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Distance Measures for Layout-Based Document Image Retrieval.
Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

Performance Comparison of Six Algorithms for Page Segmentation.
Proceedings of the Document Analysis Systems VII, 7th International Workshop, 2006

Color image dequantization by constrained diffusion.
Proceedings of the Color Imaging XI: Processing, Hardcopy, and Applications, San Jose, 2006

Satellite Tracks Removal in Astronomical Images.
Proceedings of the Progress in Pattern Recognition, 2006

Automated Feature Selection for the Classification of Meningioma Cell Nuclei.
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006

2005
Approximate separable 3D anisotropic Gauss filter.
Proceedings of the 2005 International Conference on Image Processing, 2005

Document Image Dewarping using Robust Estimation of Curled Text Lines.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Optimal Line and Arc Detection on Run-Length Representations.
Proceedings of the Graphics Recognition. Ten Years Review and Future Perspectives, 2005

2004
Document capture using stereo vision.
Proceedings of the 2004 ACM Symposium on Document Engineering, 2004

2003
On the use of interval arithmetic in geometric branch and bound algorithms.
Pattern Recognit. Lett., 2003

Implementation techniques for geometric branch-and-bound matching methods.
Comput. Vis. Image Underst., 2003

Character Recognition by Adaptive Statistical Similarity.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

An Algorithm for Finding Maximal Whitespace Rectangles at Arbitrary Orientations for Document Layout Analysis.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Reflowable Document Images.
Proceedings of the Web Document Analysis, 2003

2002
Personalized search.
Commun. ACM, 2002

Classification Using a Hierarchical Bayesian Approach.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Paper to PDA.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Representations and metrics for off-line handwriting segmentation.
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

A Comparison of Search Strategies for Geometric Branch and Bound Algorithms.
Proceedings of the Computer Vision, 2002

Robust least-square-baseline finding using a branch and bound algorithm.
Proceedings of the Document Recognition and Retrieval IX, 2002

Two Geometric Algorithms for Layout Analysis.
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002

2001
A practical, globally optimal algorithm for geometric matching under uncertainty.
Proceedings of the 8th International Workshop on Combinatorial Image Analysis, 2001

Implementing Dynamic Language Features in Java Using Dynamic Code Generation.
Proceedings of the 39th International Conference and Exhibition on Technology of Object-Oriented Languages and Systems, 2001

Segmentation of Handprinted Letter Strings Using a Dynamic Programming Algorithm.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Classification by probabilistic clustering.
Proceedings of the IEEE International Conference on Acoustics, 2001

Modeling the sample distribution for clustering OCR.
Proceedings of the Document Recognition and Retrieval VIII, 2001

1998

1996
Finding lines under bounded error.
Pattern Recognit., 1996

1995
Applying Handwriting Recognition to US Census Forms.
Proceedings of the Recent Developments in Computer Vision, 1995

Handwriting Recognition.
Proceedings of the Recent Developments in Computer Vision, 1995

1994
A system for the off-line recognition of handwritten text.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1993
Recognition of handprinted digits using optimal bounded error matching.
Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

Higher-order statistics in object recognition.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

1992
View-Based Recognition.
Proceedings of IAPR Workshop on Machine Vision Applications, 1992

Fast recognition using adaptive subdivisions of transformation space.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1991
Model based recognition using pruned correspondence search.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

1988
Problem-intrinsic bounds on sample complexity.
Neural Networks, 1988

Lexical Closures for C++.
Proceedings of the Conference on C++. Denver, 1988

Data-Level Parallel Programming in C++.
Proceedings of the Conference on C++. Denver, 1988


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