Daniel Keysers

According to our database1, Daniel Keysers authored at least 94 papers between 2000 and 2020.

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Bibliography

2020
Fast multi-language LSTM-based online handwriting recognition.
Int. J. Document Anal. Recognit., 2020

Deep Ensembles for Low-Data Transfer Learning.
CoRR, 2020

Scalable Transfer Learning with Expert Models.
CoRR, 2020

Predicting Neural Network Accuracy from Weights.
CoRR, 2020

What Do Neural Networks Learn When Trained With Random Labels?
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Measuring Compositional Generalization: A Comprehensive Method on Realistic Data.
Proceedings of the 8th International Conference on Learning Representations, 2020

2017
Multi-Language Online Handwriting Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

2015
GyroPen: Gyroscopes for Pen-Input With Mobile Phones.
IEEE Trans. Hum. Mach. Syst., 2015

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

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

Features for image retrieval: an experimental comparison.
Inf. Retr., 2008

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

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

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

Efficient implementation of local adaptive thresholding techniques using integral images.
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

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
Deformation Models for Image Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Comparison and Combination of State-of-the-art Techniques for Handwritten Character Recognition: Topping the MNIST Benchmark
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

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

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
Spatiogram-Based Shot Distances for Video Retrieval.
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

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

Modeling of image variability for recognition.
Proceedings of the Ausgezeichnete Informatikdissertationen 2006, 2006

Tracking Using Dynamic Programming for Appearance-Based Sign Language Recognition.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 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

Sparse Patch-Histograms for Object Classification in Cluttered Images.
Proceedings of the Pattern Recognition, 2006

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

Modeling of image variability for recognition.
PhD thesis, 2006

2005

Appearance-Based Recognition of Words in American Sign Language.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Pronunciation Clustering and Modeling of Variability for Appearance-Based Sign Language Recognition.
Proceedings of the Gesture in Human-Computer Interaction and Simulation, 2005

Gesture Recognition Using Image Comparison Methods.
Proceedings of the Gesture in Human-Computer Interaction and Simulation, 2005

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

GfKl Data Mining Competition 2005: Predicting Liquidity Crises of Companies.
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

Combination of Tangent Distance and an Image Distortion Model for Appearance-Based Sign Language Recognition.
Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

Improving a Discriminative Approach to Object Recognition Using Image Patches.
Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

Discriminative Training for Object Recognition Using Image Patches.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

FIRE in ImageCLEF 2005: Combining Content-Based Image Retrieval with Textual Information Retrieval.
Proceedings of the Accessing Multilingual Information Repositories, 2005

2004
Adaptation in Statistical Pattern Recognition Using Tangent Vectors.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Integrated Handwriting Recognition And Interpretation Using Finite-State Models.
Int. J. Pattern Recognit. Artif. Intell., 2004

IRMA - Content-Based Image Retrieval in Medical Applications.
Proceedings of the MEDINFO 2004, 2004

Similarity of Medical Images Computed from Global Feature Vectors for Content-Based Retrieval.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Enhancements for Local Feature Based Image Classification.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Linear Discriminant Analysis and Discriminative Log-linear Modeling.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Local Context in Non-Linear Deformation Models for Handwritten Character Recognition.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Classification Error Rate for Quantitative Evaluation of Content-based Image Retrieval Systems.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Pixel-to-Pixel Matching for Image Recognition Using Hungarian Graph Matching.
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

Features for Image Retrieval: A Quantitative Comparison.
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

FIRE - Flexible Image Retrieval Engine: ImageCLEF 2004 Evaluation.
Proceedings of the Working Notes for CLEF 2004 Workshop co-located with the 8th European Conference on Digital Libraries (ECDL 2004), 2004

Classification of Medical Images using Non-linear Distortion Models.
Proceedings of the Bildverarbeitung für die Medizin 2004, Algorithmen - Systeme, 2004

2003
Matching training and test data distributions for robust speech recognition.
Speech Commun., 2003

Elastic image matching is NP-complete.
Pattern Recognit. Lett., 2003

Statistical framework for model-based image retrieval in medical applications.
J. Electronic Imaging, 2003

Determining the View of Chest Radiographs.
J. Digit. Imaging, 2003

Platform for distributed image processing and image retrieval.
Proceedings of the Visual Communications and Image Processing 2003, 2003

Hierarchical feature clustering for content-based retrieval in medical image databases.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Automatic detection of the view position of chest radiographs.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Comparison of Log-linear Models and Weighted Dissimilarity Measures.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Training and Recognition of Complex Scenes Using a Holistic Statistical Model.
Proceedings of the Pattern Recognition, 2003

Local Representations for Multi-object Recognition.
Proceedings of the Pattern Recognition, 2003

Synthese von regionen- und kantenorientierter parameterfreien Erzeugung von Multiskalengraphen mittels Region Growing.
Proceedings of the Bildverarbeitung für die Medizin 2003, Algorithmen - Systeme, 2003

Modulares Design von webbasierten Benutzerschnittstellen für inhaltsbasierte Zugriffe auf medizinische Bilddaten.
Proceedings of the Bildverarbeitung für die Medizin 2003, Algorithmen - Systeme, 2003

Automatische Kategorisierung von medizinischem Bildmaterial in einen multiaxialen monohierarchischen Code.
Proceedings of the Bildverarbeitung für die Medizin 2003, Algorithmen - Systeme, 2003

2002
Combination of Tangent Vectors and Local Representations for Handwritten Digit Recognition.
Proceedings of the Structural, 2002

A Distributed Architecture for Content-Based Image Retrieval in Medical Applications.
Proceedings of the Pattern Recognition in Information Systems, 2002

Automatic localization and delineation of collimation fields in digital and film-based radiographs.
Proceedings of the Medical Imaging 2002: Image Processing, 2002

A monohierarchical multiaxial classification code for medical images in content-based retrieval.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

Enhanced histogram normalization in the acoustic feature space.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

An Evaluation of the WPE Algorithm Using Tangent Distance.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Tangent Distance Kernels for Support Vector Machines.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Maximum Entropy and Gaussian Models for Image Object Recognition.
Proceedings of the Pattern Recognition, 2002

Classification of Medical Images Using local Representations.
Proceedings of the Bildverarbeitung für die Medizin 2002: Algorithmen, 2002

Lokalisation und Delineation des Kollimatorfeldes in digitalen und Film-basierten röntgenbildern.
Proceedings of the Bildverarbeitung für die Medizin 2002: Algorithmen, 2002

Parameter Estimation for Automatic Dose Control in Radioscopy.
Proceedings of the Bildverarbeitung für die Medizin 2002: Algorithmen, 2002

Eine verteilte Systemarchitektur für IRMA: (Image Retrieval in Medical Applications).
Proceedings of the Bildverarbeitung für die Medizin 2002: Algorithmen, 2002

2001
Statistical Image Object Recognition using Mixture Densities.
J. Math. Imaging Vis., 2001

Combined Classification of Handwritten Digits Using the 'Virtual Test Sample Method'.
Proceedings of the Multiple Classifier Systems, Second International Workshop, 2001

Improving automatic speech recognition using tangent distance.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

Learning of Variability for Invariant Statistical Pattern Recognition.
Proceedings of the Machine Learning: EMCL 2001, 2001

Invariant Classification of Red Blood Cells: A Comparison of Different Approaches.
Proceedings of the Bildverarbeitung für die Medizin 2001: Algorithmen, 2001

An Automatic Approach to Invariant Radiograph Classification.
Proceedings of the Bildverarbeitung für die Medizin 2001: Algorithmen, 2001

2000
Classification of Radiographs in the 'Image Retrieval in Medical Applications' - System.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

Experiments with an Extended Tangent Distance.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Invariant Image Object Recognition Using Mixture Densities.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Probabilistic View on Tangent Distance.
Proceedings of the Mustererkennung 2000, 2000

Structured Covariance Matrices for Statistical Image Object Recognition.
Proceedings of the Mustererkennung 2000, 2000


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