Andreas Fischer

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

2023

A Hybrid Deep Learning Approach to Keyword Spotting in Vietnamese Stele Images.

[BibT_eX]

[DOI]

Anna Scius-Bertrand

Marc Bui

Informatica (Slovenia), 2023

Impact of the ground truth quality for handwriting recognition.

[BibT_eX]

[DOI]

Proceedings of the 12th International Symposium on Information and Communication Technology, 2023

Tumor Budding T-cell Graphs: Assessing the Need for Resection in pT1 Colorectal Cancer Patients.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging with Deep Learning, 2023

DIVA-DAF: A Deep Learning Framework for Historical Document Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the 7th International Workshop on Historical Document Imaging and Processing, 2023

Character Queries: A Transformer-Based Approach to On-line Handwritten Character Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Lognormality: An Open Window on Neuromotor Control.

[BibT_eX]

[DOI]

Proceedings of the Graphonomics in Human Body Movement. Bridging Research and Practice from Motor Control to Handwriting Analysis and Recognition, 2023

2022

Self-rule to multi-adapt: Generalized multi-source feature learning using unsupervised domain adaptation for colorectal cancer tissue detection.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

Annotation-Free Keyword Spotting in Historical Vietnamese Manuscripts Using Graph Matching.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2022

Retrieving Keywords in Historical Vietnamese Stele Images Without Human Annotations.

[BibT_eX]

[DOI]

Anna Scius-Bertrand

Marc Bui

Proceedings of the 11th International Symposium on Information and Communication Technology, 2022

Generating Synthetic Styled Chu Nom Characters.

[BibT_eX]

[DOI]

Proceedings of the Frontiers in Handwriting Recognition - 18th International Conference, 2022

Improving Handwriting Recognition for Historical Documents Using Synthetic Text Lines.

[BibT_eX]

[DOI]

Proceedings of the Intertwining Graphonomics with Human Movements, 2022

The RPM3D Project: 3D Kinematics for Remote Patient Monitoring.

[BibT_eX]

[DOI]

Alicia Fornés

Asma Bensalah

Cristina Carmona-Duarte

Proceedings of the Intertwining Graphonomics with Human Movements, 2022

2021

Learning graph edit distance by graph neural networks.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Self-Rule to Adapt: Generalized Multi-source Feature Learning Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection.

[BibT_eX]

[DOI]

CoRR, 2021

Self-Rule to Adapt: Learning Generalized Features from Sparsely-Labeled Data Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Phenotyping.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Graph Convolutional Neural Networks for Learning Attribute Representations for Word Spotting.

[BibT_eX]

[DOI]

Fabian Wolf

Gernot A. Fink

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Annotation-Free Character Detection in Historical Vietnamese Stele Images.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

2020

Filters for graph-based keyword spotting in historical handwritten documents.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Effects of Graph Pooling Layers on Classification with Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 7th Swiss Conference on Data Science, 2020

Automatic Creation of Text Corpora for Low-Resource Languages from the Internet: The Case of Swiss German.

[BibT_eX]

[DOI]

Lucy Linder

Michael Jungo

Claudiu Cristian Musat

Vinaychandran Pondenkandath

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Classification of Intestinal Gland Cell-Graphs Using Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Appendices.

[BibT_eX]

[DOI]

Alicia Fornés

Asma Bensalah

Cristina Carmona-Duarte

Proceedings of the Lognormality Principle and its Applications in e-Security, 2020

Modeling 3D Movements with the Kinematic Theory of Rapid Human Movements.

[BibT_eX]

[DOI]

Proceedings of the Lognormality Principle and its Applications in e-Security, 2020

2019

Combining graph edit distance and triplet networks for offline signature verification.

[BibT_eX]

[DOI]

Paul Maergner

Pattern Recognit. Lett., 2019

Graph-based keyword spotting in historical manuscripts using Hausdorff edit distance.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2019

Graph-Based Offline Signature Verification.

[BibT_eX]

[DOI]

CoRR, 2019

A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis.

[BibT_eX]

[DOI]

Linda Studer

Michele Alberti

Vinaychandran Pondenkandath

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Offline Signature Verification using Structural Dynamic Time Warping.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Layout Analysis and Text Column Segmentation for Historical Vietnamese Steles.

[BibT_eX]

[DOI]

Proceedings of the 5th International Workshop on Historical Document Imaging and Processing, 2019

Graph Embedding for Offline Handwritten Signature Verification.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Biometric Engineering and Applications, 2019

Cross-Evaluation of Graph-Based Keyword Spotting in Handwritten Historical Documents.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2019

Alleviating Sequence Information Loss with Data Overlapping and Prime Batch Sizes.

[BibT_eX]

[DOI]

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Graph-Based Keyword Spotting

[BibT_eX]

[DOI]

Series in Machine Perception and Artificial Intelligence 86, WorldScientific, ISBN: 9789811206641, 2019

2018

Dynamic Signature Verification System Based on One Real Signature.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Keyword spotting in historical handwritten documents based on graph matching.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

On the Impact of Using Utilities Rather than Costs for Graph Matching.

[BibT_eX]

[DOI]

Neural Process. Lett., 2018

DLL: A Blazing Fast Deep Neural Network Library.

[BibT_eX]

[DOI]

Vinaychandran Pondenkandath

CoRR, 2018

Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks.

[BibT_eX]

[DOI]

Paul Maergner

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

Seamless GPU Evaluation of Smart Expression Templates.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

Learning Graph Distances with Message Passing Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Offline Signature Verification Via Structural Methods: Graph Edit Distance and Inkball Models.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Graph-Based Keyword Spotting in Historical Documents Using Context-Aware Hausdorff Edit Distance.

[BibT_eX]

[DOI]

Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

DLL: A Fast Deep Neural Network Library.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018

2017

A User-Centered Segmentation Method for Complex Historical Manuscripts Based on Document Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Hum. Mach. Syst., 2017

Signature Verification Based on the Kinematic Theory of Rapid Human Movements.

[BibT_eX]

[DOI]

Rejean Plamondon

IEEE Trans. Hum. Mach. Syst., 2017

Improved quadratic time approximation of graph edit distance by combining Hausdorff matching and greedy assignment.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2017

Ensembles for Graph-Based Keyword Spotting in Historical Handwritten Documents.

[BibT_eX]

[DOI]

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

A Structural Approach to Offline Signature Verification Using Graph Edit Distance.

[BibT_eX]

[DOI]

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

A Survey on Applications of Bipartite Graph Edit Distance.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

Speeding-Up Graph-Based Keyword Spotting in Historical Handwritten Documents.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

Improved Graph Edit Distance Approximation with Simulated Annealing.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

Character-Level Dialect Identification in Arabic Using Long Short-Term Memory.

[BibT_eX]

[DOI]

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Speeding-Up Graph-Based Keyword Spotting by Quadtree Segmentations.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2017

2016

Graph-Based Keyword Spotting in Historical Handwritten Documents.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

A Novel Graph Database for Handwritten Word Images.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Deep learning features for handwritten keyword spotting.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Inkball Models as Features for Handwriting Recognition.

[BibT_eX]

[DOI]

Nicholas R. Howe

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Keyword Spotting with Convolutional Deep Belief Networks and Dynamic Time Warping.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

Simple and Fast Geometrical Descriptors for Writer Identification.

[BibT_eX]

[DOI]

Proceedings of the Document Recognition and Retrieval XXIII, 2016

Creating Ground Truth for Historical Manuscripts with Document Graphs and Scribbling Interaction.

[BibT_eX]

[DOI]

Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

On CPU Performance Optimization of Restricted Boltzmann Machine and Convolutional RBM.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016

Approximation of Graph Edit Distance by Means of a Utility Matrix.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016

2015

Approximation of graph edit distance based on Hausdorff matching.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Estimating Graph Edit Distance Using Lower and Upper Bounds of Bipartite Approximations.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2015

Building Classifier Ensembles Using Greedy Graph Edit Distance.

[BibT_eX]

[DOI]

Miquel Ferrer

Francisco Zamora-Martínez

Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015

Selecting Autoencoder Features for Layout Analysis of Historical Documents.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

Clustering Historical Documents Based on the Reconstruction Error of Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

Robust score normalization for DTW-based on-line signature verification.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Towards an automatic on-line signature verifier using only one reference per signer.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Approximation of Graph Edit Distance in Quadratic Time.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

Improving Hausdorff Edit Distance Using Structural Node Context.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

2014

Neural network language models for off-line handwriting recognition.

[BibT_eX]

[DOI]

Salvador España Boquera

María José Castro Bleda

Pattern Recognit., 2014

Keyword spotting for self-training of BLSTM NN based handwriting recognition systems.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Improving Approximate Graph Edit Distance Using Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

A Hausdorff Heuristic for Efficient Computation of Graph Edit Distance.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

Improving Graph Edit Distance Approximation by Centrality Measures.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Neuromuscular Representation and Synthetic Generation of Handwritten Whiteboard Notes.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

A Feature Extraction Method for Cursive Character Recognition Using Higher-Order Singular Value Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

A Cache Language Model for Whole Document Handwriting Recognition.

[BibT_eX]

[DOI]

Dimosthenis Karatzas

Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

A Combined System for Text Line Extraction and Handwriting Recognition in Historical Documents.

[BibT_eX]

[DOI]

Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

Computing Upper and Lower Bounds of Graph Edit Distance in Cubic Time.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014

Combining Bipartite Graph Matching and Beam Search for Graph Edit Distance Approximation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014

2013

A Discriminative Approach to On-Line Handwriting Recognition Using Bi-character Models.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

A Binarization-Free Clustering Approach to Segment Curved Text Lines in Historical Manuscripts.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Handwriting recognition in historical documents using very large vocabularies.

[BibT_eX]

[DOI]

Carlos D. Martínez-Hinarejos

Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing, 2013

Generation of learning samples for historical handwriting recognition using image degradation.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing, 2013

Improving HMM-Based Keyword Spotting with Character Language Models.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

A Fast Matching Algorithm for Graph-Based Handwriting Recognition.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2013

2012

Lexicon-free handwritten word spotting using character HMMs.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2012

A Novel Word Spotting Method Based on Recurrent Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Long-short term memory neural networks language modeling for handwriting recognition.

[BibT_eX]

[DOI]

Francisco Zamora-Martínez

Salvador España Boquera

María José Castro Bleda

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Semi-supervised Learning for Cursive Handwriting Recognition Using Keyword Spotting.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

HisDoc: Historical Document Analysis, Recognition, and Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 7th Annual International Conference of the Alliance of Digital Humanities Organizations, 2012

Binarization-Free Text Line Segmentation for Historical Documents Based on Interest Point Clustering.

[BibT_eX]

[DOI]

Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

2011

Improving handwritten keyword spotting with self-training.

[BibT_eX]

[DOI]

Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Keyword Spotting in Online Handwritten Documents Containing Text and Non-text Using BLSTM Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Co-training for Handwritten Word Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

A keyword spotting approach using blurred shape model-based descriptors.

[BibT_eX]

[DOI]

Proceedings of the 2011 Workshop on Historical Document Imaging and Processing, 2011

HMM-Based Alignment of Inaccurate Transcriptions for Historical Documents.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Transcription alignment of Latin manuscripts using hidden Markov models.

[BibT_eX]

[DOI]

Proceedings of the 2011 Workshop on Historical Document Imaging and Processing, 2011

Character prototype selection for handwriting recognition in historical documents.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

2010

Combining Neural Networks to Improve Performance of Handwritten Keyword Spotting.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

HMM-based Word Spotting in Handwritten Documents Using Subword Models.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Adapting BLSTM Neural Network Based Keyword Spotting Trained on Modern Data to Historical Documents.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Graph Similarity Features for HMM-Based Handwriting Recognition in Historical Documents.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Ground truth creation for handwriting recognition in historical documents.

[BibT_eX]

[DOI]

Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

A Novel Word Spotting Algorithm Using Bidirectional Long Short-Term Memory Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2010

2009

Language Model Integration for the Recognition of Handwritten Medieval Documents.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Improved Handwriting Recognition by Combining Two Forms of Hidden Markov Models and a Recurrent Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

Kernel PCA for HMM-Based Cursive Handwriting Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008

An experimental study of graph classification using prototype selection.

[BibT_eX]

[DOI]