Lambert Schomaker
Orcid: 0000-0003-2351-930XAffiliations:
- University of Groningen, The Netherlands
According to our database1,
Lambert Schomaker
authored at least 166 papers
between 1993 and 2024.
Collaborative distances:
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Online presence:
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on scopus.com
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on rug.nl
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on orcid.org
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on ai.rug.nl
On csauthors.net:
Bibliography
2024
Performance Analysis of Handwritten Text Augmentation on Style-Based Dating of Historical Documents.
SN Comput. Sci., April, 2024
Neural Comput. Appl., February, 2024
Boosting Reinforcement Learning Algorithms in Continuous Robotic Reaching Tasks using Adaptive Potential Functions.
CoRR, 2024
2023
Reinforcement learning in robotic motion planning by combined experience-based planning and self-imitation learning.
Robotics Auton. Syst., December, 2023
Conduction and entropy analysis of a mixed memristor-resistor model for neuromorphic networks.
Neuromorph. Comput. Eng., September, 2023
Correction to: A Limited-size ensemble of homogeneous CNN/LSTMS for high-performance word classification.
Neural Comput. Appl., September, 2023
How to Limit Label Dissipation in Neural-network Validation: Exploring Label-free Early-stopping Heuristics.
ACM Journal on Computing and Cultural Heritage, March, 2023
Adv. Intell. Syst., January, 2023
CoRR, 2023
MultiSChuBERT: Effective Multimodal Fusion for Scholarly Document Quality Prediction.
CoRR, 2023
Writer adaptation for offline text recognition: An exploration of neural network-based methods.
CoRR, 2023
Fusion-S2iGan: An Efficient and Effective Single-Stage Framework for Speech-to-Image Generation.
CoRR, 2023
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023
The Effects of Character-Level Data Augmentation on Style-Based Dating of Historical Manuscripts.
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023
Pattern Recognition Techniques in Image-Based Material Classification of Ancient Manuscripts.
Proceedings of the Pattern Recognition Applications and Methods, 2023
Proceedings of the 10th International Conference on Biomedical and Bioinformatics Engineering, 2023
Organoids Segmentation using Self-Supervised Learning: How Complex Should the Pretext Task Be?
Proceedings of the 10th International Conference on Biomedical and Bioinformatics Engineering, 2023
2022
IMU-Based Classification of Locomotion Modes, Transitions, and Gait Phases with Convolutional Recurrent Neural Networks.
Sensors, 2022
DiverGAN: An Efficient and Effective Single-Stage Framework for Diverse Text-to-Image Generation.
Neurocomputing, 2022
OptGAN: Optimizing and Interpreting the Latent Space of the Conditional Text-to-Image GANs.
CoRR, 2022
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the 9th International Conference on Biomedical and Bioinformatics Engineering, 2022
Proceedings of the Conference on Lifelong Learning Agents, 2022
2021
Two-stage visual navigation by deep neural networks and multi-goal reinforcement learning.
Robotics Auton. Syst., 2021
Pattern Recognit., 2021
Pattern Recognit., 2021
A limited-size ensemble of homogeneous CNN/LSTMs for high-performance word classification.
Neural Comput. Appl., 2021
CentroidNetV2: A hybrid deep neural network for small-object segmentation and counting.
Neurocomputing, 2021
Proceedings of the NLPIR 2021: 5th International Conference on Natural Language Processing and Information Retrieval, Sanya, China, December 17, 2021
A Fully Automated End-to-End Process for Fluorescence Microscopy Images of Yeast Cells: From Segmentation to Detection and Classification.
Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Reinforcement Learning with Potential Functions Trained to Discriminate Good and Bad States.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
An Investigation Into the Effect of the Learning Rate on Overestimation Bias of Connectionist Q-learning.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021
Proceedings of the Artificial Intelligence and Machine Learning, 2021
2020
IEEE Trans. Inf. Forensics Secur., 2020
Feature-extraction methods for historical manuscript dating based on writing style development.
Pattern Recognit. Lett., 2020
Artificial intelligence based writer identification generates new evidence for the unknown scribes of the Dead Sea Scrolls exemplified by the Great Isaiah Scroll (1QIsaa).
CoRR, 2020
"Who is Driving around Me?" Unique Vehicle Instance Classification using Deep Neural Features.
CoRR, 2020
Proceedings of the 29th IEEE International Conference on Robot and Human Interactive Communication, 2020
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Accelerating Reinforcement Learning for Reaching Using Continuous Curriculum Learning.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Improving the robustness of LSTMs for word classification using stressed word endings in dual-state word-beam search.
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020
Proceedings of the Artificial Intelligence and Soft Computing, 2020
Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction.
Proceedings of the First Workshop on Scholarly Document Processing, 2020
SChuBERT: Scholarly Document Chunks with BERT-encoding boost Citation Count Prediction.
Proceedings of the First Workshop on Scholarly Document Processing, 2020
A High-Performance Word Recognition System for the Biological Fieldnotes of the Natuurkundige Commissie.
Proceedings of the International Conference Collect and Connect: Archives and Collections in a Digital Age, 2020
2019
Pattern Recognit., 2019
Deep adaptive learning for writer identification based on single handwritten word images.
Pattern Recognit., 2019
Mach. Vis. Appl., 2019
J. Vis. Commun. Image Represent., 2019
Lifelong learning for text retrieval and recognition in historical handwritten document collections.
CoRR, 2019
BiNet: Degraded-Manuscript Binarization in Diverse Document Textures and Layouts using Deep Encoder-Decoder Networks.
CoRR, 2019
A large-scale field test on word-image classification in large historical document collections using a traditional and two deep-learning methods.
CoRR, 2019
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019
Continuous Learning in Large-scale Problems: The Case of Multi-script Historical Handwritten Document Collections.
Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019
2018
An analysis of rotation matrix and colour constancy data augmentation in classifying images of animals.
J. Inf. Telecommun., 2018
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
A Deep Convolutional Neural Network for Location Recognition and Geometry based Information.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018
Zero-Shot Learning Based Approach For Medieval Word Recognition using Deep-Learned Features.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018
Handwritten Text Recognition, Keyword Indexing, and Plain Text Search in Medieval Manuscripts.
Proceedings of the 13th Annual International Conference of the Alliance of Digital Humanities Organizations, 2018
Deep Learning for Classification and as Tapped-Feature Generator in Medieval Word-Image Recognition.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018
2017
Pattern Recognit., 2017
Proceedings of the Digital Cultural Heritage, 2017
Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017
Comparing Local Descriptors and Bags of Visual Words to Deep Convolutional Neural Networks for Plant Recognition.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017
A Digital Palaeographic Approach towards Writer Identification in the Dead Sea Scrolls.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
Virtuelle Forschungsplattformen im Vergleich: MONK, Textgrid, Transcribo und Transkribus.
Proceedings of the 4. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2017
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017
2016
A Multiple-Label Guided Clustering Algorithm for Historical Document Dating and Localization.
IEEE Trans. Image Process., 2016
Bangla Handwritten Character Segmentation Using Structural Features: A Supervised and Bootstrapping Approach.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016
Pattern Recognit., 2016
Multim. Tools Appl., 2016
Design considerations for a large-scale image-based text search engine in historical manuscript collections.
it Inf. Technol., 2016
Comput. Vis. Image Underst., 2016
Some problems with a Scotsman and a Russian: Caveats on Bayesian and hidden-Markov models (v2.3).
CoRR, 2016
Concurr. Comput. Pract. Exp., 2016
Robust Face Identification with Small Sample Sizes using Bag of Words and Histogram of Oriented Gradients.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016
Dynamic parameter update for robot navigation systems through unsupervised environmental situational analysis.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Comparative study between deep learning and bag of visual words for wild-animal recognition.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016
Proceedings of the 11th Annual International Conference of the Alliance of Digital Humanities Organizations, 2016
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016
Proceedings of the Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016, 2016
2015
Junction detection in handwritten documents and its application to writer identification.
Pattern Recognit., 2015
Eng. Appl. Artif. Intell., 2015
Proceedings of the VISAPP 2015, 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Robust Face Recognition by Computing Distances From Multiple Histograms of Oriented Gradients.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Indoor localization by denoising autoencoders and semi-supervised learning in 3D simulated environment.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Object Attention Patches for Text Detection and Recognition in Scene Images using SIFT.
Proceedings of the ICPRAM 2015, 2015
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015
Proceedings of the Engineering Applications of Neural Networks, 2015
Explicit foreground and background modeling in the classification of text blocks in scene images.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015
2014
Pattern Recognit., 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014
2013
A Comparison of Feature and Pixel-Based Methods for Recognizing Handwritten Bangla Digits.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013
Writer Identification in Old Music Manuscripts Using Contour-Hinge Feature and Dimensionality Reduction with an Autoencoder.
Proceedings of the Computer Analysis of Images and Patterns, 2013
2012
Pattern Recognit., 2012
Handwritten Character Classification using the Hotspot Feature Extraction Technique.
Proceedings of the ICPRAM 2012, 2012
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012
Formal Semantic Modeling for Human and Machine-based Decoding of Medieval Manuscripts.
Proceedings of the 7th Annual International Conference of the Alliance of Digital Humanities Organizations, 2012
2011
Proceedings of the Philosophy and Theory of Artificial Intelligence, 2011
Pattern Recognit. Lett., 2011
Cogn. Comput., 2011
Segmental K-Means Learning with Mixture Distribution for HMM Based Handwriting Recognition.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011
Proceedings of the 2011 IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning, 2011
2009
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009
Proceedings of the Computer Vision Systems, 2009
Recognition of Handwritten Numerical Fields in a Large Single-Writer Historical Collection.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
Proceedings of the Document Recognition and Retrieval XVI, 2009
2008
IEEE Trans. Pattern Anal. Mach. Intell., 2008
How much handwritten text is needed for text-independent writer verification and identification.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the Document Recognition and Retrieval XV, 2008
Interactive evolutionary computing for the binarization of degenerated handwritten images.
Proceedings of the Document Recognition and Retrieval XV, 2008
Proceedings of the Document Recognition and Retrieval XV, 2008
Automatic removal of crossed-out handwritten text and the effect on writer verification and identification.
Proceedings of the Document Recognition and Retrieval XV, 2008
2007
Using codebooks of fragmented connected-component contours in forensic and historic writer identification.
Pattern Recognit. Lett., 2007
Text-Independent Writer Identification and Verification Using Textural and Allographic Features.
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Int. J. Pattern Recognit. Artif. Intell., 2007
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007
Text-Independent Writer Identification and Verification on Offline Arabic Handwriting.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007
Layout Analysis of Handwritten Historical Documents for Searching the Archive of the Cabinet of the Dutch Queen.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007
2006
Proceedings of the IEEE International Conference on Systems, 2006
2005
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005
Improved Text-Detection Methods for a Camera-based Text Reading System for Blind Persons.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005
GRAWIS: Groningen Automatic Writer Identification System.
Proceedings of the BNAIC 2005, 2005
2004
Automatic Writer Identification Using Connected-Component Contours and Edge-Based Features of Uppercase Western Script.
IEEE Trans. Pattern Anal. Mach. Intell., 2004
Anticipation in cybernetic systems: a case against mindless anti-representationalism.
Proceedings of the IEEE International Conference on Systems, 2004
Text Detection from Natural Scene Images: Towards a System for Visually Impaired Persons.
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004
2003
Architectures for detecting and solving conflicts: two-stage classification and support vector classifiers.
Int. J. Document Anal. Recognit., 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003
WANDA: A generic Framework applied in Forensic Handwriting Analysis and Writer Identification.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003
2002
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002
1999
Int. J. Document Anal. Recognit., 1999
Proceedings of the Visual Information and Information Systems, 1999
Supporting Content Retrieval from WWW via "Basic Level Categories" (poster abstract).
Proceedings of the SIGIR '99: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1999
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999
1997
Finding structure in diversity: a hierarchical clustering method for the categorization of allographs in handwriting.
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997
1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
1993
Using stroke- or character-based self-organizing maps in the recognition of on-line, connected cursive script.
Pattern Recognit., 1993