Lambert Schomaker

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 102

Top Venues

Publications

Mladen Popovic, Maruf A. Dhali, Lambert Schomaker, Johannes van der Plicht, Kaare Lund Rasmussen, Jacopo La Nasa, Ilaria Degano, Maria Perla Colombini, Eibert Tigchelaar
Dating ancient manuscripts using radiocarbon and AI-based writing style analysis. CoRR (2024)
Zhenxing Zhang, Lambert Schomaker
Fusion-s2igan: an efficient and effective single-stage framework for speech-to-image generation. Neural Comput. Appl. 36 (18) (2024)
Zhenxing Zhang, Lambert Schomaker
Optimizing and interpreting the latent space of the conditional text-to-image GANs. Neural Comput. Appl. 36 (5) (2024)
Yifei Chen, Lambert Schomaker, Francisco Cruz
Boosting Reinforcement Learning Algorithms in Continuous Robotic Reaching Tasks using Adaptive Potential Functions. CoRR (2024)
Lisa Koopmans, Maruf A. Dhali, Lambert Schomaker
Performance Analysis of Handwritten Text Augmentation on Style-Based Dating of Historical Documents. SN Comput. Sci. 5 (4) (2024)
Lisa Koopmans, Maruf A. Dhali, Lambert Schomaker
The Effects of Character-Level Data Augmentation on Style-Based Dating of Historical Manuscripts. ICPRAM (2023)
Asmaa Haja, Bart Van Der Woude, Lambert Schomaker
Organoids Segmentation using Self-Supervised Learning: How Complex Should the Pretext Task Be? ICBBE (2023)
Mahya Ameryan, Lambert Schomaker
Correction to: A Limited-size ensemble of homogeneous CNN/LSTMS for high-performance word classification. Neural Comput. Appl. 35 (27) (2023)
Asmaa Haja, Ivaylo Zhelev, Lambert Schomaker
Segmentation Of Organoid Cultures Images Using Diffusion Networks with Triplet Loss. ICBBE (2023)
Asmaa Haja, Eric Brouwer, Lambert Schomaker
Self-Supervised Versus Supervised Training for Segmentation of Organoid Images. CoRR (2023)
Sha Luo, Lambert Schomaker
Reinforcement learning in robotic motion planning by combined experience-based planning and self-imitation learning. Robotics Auton. Syst. 170 (2023)
Maruf A. Dhali, Thomas Reynolds, Aylar Ziad Alizadeh, Stephan H. Nijdam, Lambert Schomaker
Pattern Recognition Techniques in Image-Based Material Classification of Ancient Manuscripts. ICPRAM (Revised Selected Papers) (2023)
Tobias van der Werff, Maruf A. Dhali, Lambert Schomaker
Writer adaptation for offline text recognition: An exploration of neural network-based methods. CoRR (2023)
Sha Luo, Lambert Schomaker
Reinforcement Learning in Robotic Motion Planning by Combined Experience-based Planning and Self-Imitation Learning. CoRR (2023)
Zhenxing Zhang, Lambert Schomaker
Fusion-S2iGan: An Efficient and Effective Single-Stage Framework for Speech-to-Image Generation. CoRR (2023)
Gideon Maillette de Buy Wenniger, Thomas van Dongen, Lambert Schomaker
MultiSChuBERT: Effective Multimodal Fusion for Scholarly Document Quality Prediction. CoRR (2023)
Mahya Ameryan, Lambert Schomaker
How to Limit Label Dissipation in Neural-network Validation: Exploring Label-free Early-stopping Heuristics. ACM Journal on Computing and Cultural Heritage 16 (1) (2023)
Thomas Reynolds, Maruf A. Dhali, Lambert Schomaker
Image-Based Material Analysis of Ancient Historical Documents. ICPRAM (2023)
Georgios Tziafas, Lambert Schomaker, S. Hamidreza Kasaei
Sim-To-Real Transfer of Visual Grounding for Human-Aided Ambiguity Resolution. CoLLAs (2022)
Zhenxing Zhang, Lambert Schomaker
Optimized latent-code selection for explainable conditional text-to-image GANs. CoRR (2022)
Zhenxing Zhang, Lambert Schomaker
DiverGAN: An Efficient and Effective Single-Stage Framework for Diverse Text-to-Image Generation. Neurocomputing 473 (2022)
Lisa Koopmans, Maruf A. Dhali, Lambert Schomaker
The Effects of Character-Level Data Augmentation on Style-Based Dating of Historical Manuscripts. CoRR (2022)
Sha Luo, Lambert Schomaker
Multiple Subgoals-guided Hierarchical Learning in Robot Navigation. ROBIO (2022)
Zhenxing Zhang, Lambert Schomaker
OptGAN: Optimizing and Interpreting the Latent Space of the Conditional Text-to-Image GANs. CoRR (2022)
Thomas Reynolds, Maruf A. Dhali, Lambert Schomaker
Image-based material analysis of ancient historical documents. CoRR (2022)
Zhenxing Zhang, Lambert Schomaker
Optimized latent-code selection for explainable conditional text-to-image GANs. IJCNN (2022)
Asmaa Haja, Stefania Radu, Lambert Schomaker
A Comparison of Different U-Net Models for Segmentation of Overlapping Organoids. ICBBE (2022)
Wouter Mostard, Lambert Schomaker, Marco A. Wiering
Semantic Preserving Siamese Autoencoder for Binary Quantization of Word Embeddings. NLPIR (2021)
Zhenxing Zhang, Lambert Schomaker
DiverGAN: An Efficient and Effective Single-Stage Framework for Diverse Text-to-Image Generation. CoRR (2021)
Sha Luo, S. Hamidreza Kasaei, Lambert Schomaker
Self-Imitation Learning by Planning. CoRR (2021)
Mahya Ameryan, Lambert Schomaker
A limited-size ensemble of homogeneous CNN/LSTMs for high-performance word classification. Neural Comput. Appl. 33 (14) (2021)
Sha Luo, S. Hamidreza Kasaei, Lambert Schomaker
Self-Imitation Learning by Planning. ICRA (2021)
Sheng He, Lambert Schomaker
GR-RNN: Global-context residual recurrent neural networks for writer identification. Pattern Recognit. 117 (2021)
Amirhossein Shantia, Rik Timmers, Yiebo Chong, Cornel Kuiper, Francesco Bidoia, Lambert Schomaker, Marco A. Wiering
Two-stage visual navigation by deep neural networks and multi-goal reinforcement learning. Robotics Auton. Syst. 138 (2021)
Yifei Chen, S. Hamidreza Kasaei, Lambert Schomaker, Marco A. Wiering
Reinforcement Learning with Potential Functions Trained to Discriminate Good and Bad States. IJCNN (2021)
Pieter Floris Jacobs, Gideon Maillette de Buy Wenniger, Marco A. Wiering, Lambert Schomaker
Active Learning for Reducing Labeling Effort in Text Classification Tasks. BNAIC/BENELEARN (2021)
Pieter Floris Jacobs, Gideon Maillette de Buy Wenniger, Marco A. Wiering, Lambert Schomaker
Active learning for reducing labeling effort in text classification tasks. CoRR (2021)
Zhenxing Zhang, Lambert Schomaker
DTGAN: Dual Attention Generative Adversarial Networks for Text-to-Image Generation. IJCNN (2021)
Yifei Chen, Lambert Schomaker, Marco A. Wiering
An Investigation Into the Effect of the Learning Rate on Overestimation Bias of Connectionist Q-learning. ICAART (2) (2021)
Sheng He, Lambert Schomaker
CT-Net: Cascade T-shape deep fusion networks for document binarization. Pattern Recognit. 118 (2021)
Sheng He, Lambert Schomaker
GR-RNN: Global-Context Residual Recurrent Neural Networks for Writer Identification. CoRR (2021)
Sha Luo, S. Hamidreza Kasaei, Lambert Schomaker
Accelerating Reinforcement Learning for Reaching using Continuous Curriculum Learning. CoRR (2020)
Thomas van Dongen, Gideon Maillette de Buy Wenniger, Lambert Schomaker
SChuBERT: Scholarly Document Chunks with BERT-encoding boost Citation Count Prediction. SDP@EMNLP (2020)
Sheng He, Lambert Schomaker
FragNet: Writer Identification using Deep Fragment Networks. CoRR (2020)
Yikun Li, Lambert Schomaker, S. Hamidreza Kasaei
Learning to Grasp 3D Objects using Deep Residual U-Nets. CoRR (2020)
Mahya Ameryan, Lambert Schomaker
A High-Performance Word Recognition System for the Biological Fieldnotes of the Natuurkundige Commissie. COLCO (2020)
Gideon Maillette de Buy Wenniger, Thomas van Dongen, Eleri Aedmaa, Herbert Teun Kruitbosch, Edwin A. Valentijn, Lambert Schomaker
Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction. CoRR (2020)
Tim S. Oosterhuis, Lambert Schomaker
"Who is Driving around Me?" Unique Vehicle Instance Classification using Deep Neural Features. CoRR (2020)
Thomas van Dongen, Gideon Maillette de Buy Wenniger, Lambert Schomaker
SChuBERT: Scholarly Document Chunks with BERT-encoding boost Citation Count Prediction. CoRR (2020)
Sha Luo, S. Hamidreza Kasaei, Lambert Schomaker
Accelerating Reinforcement Learning for Reaching Using Continuous Curriculum Learning. IJCNN (2020)
Maruf A. Dhali, Camilo Nathan Jansen, Jan Willem de Wit, Lambert Schomaker
Feature-extraction methods for historical manuscript dating based on writing style development. Pattern Recognit. Lett. 131 (2020)
Sukalpa Chanda, Daniel Haitink, Prashant Kumar Prasad, Jochem Baas, Umapada Pal, Lambert Schomaker
Recognizing Bengali Word Images - A Zero-Shot Learning Perspective. ICPR (2020)
Mladen Popovic, Maruf A. Dhali, Lambert Schomaker
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)
Gideon Maillette de Buy Wenniger, Thomas van Dongen, Eleri Aedmaa, Herbert Teun Kruitbosch, Edwin A. Valentijn, Lambert Schomaker
Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction. SDP@EMNLP (2020)
Zhenxing Zhang, Lambert Schomaker
DTGAN: Dual Attention Generative Adversarial Networks for Text-to-Image Generation. CoRR (2020)
Yikun Li, Lambert Schomaker, S. Hamidreza Kasaei
Learning to Grasp 3D Objects using Deep Residual U-Nets. RO-MAN (2020)
Mahya Ameryan, Lambert Schomaker
Improving the robustness of LSTMs for word classification using stressed word endings in dual-state word-beam search. ICFHR (2020)
Sheng He, Lambert Schomaker
FragNet: Writer Identification Using Deep Fragment Networks. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Gideon Maillette de Buy Wenniger, Lambert Schomaker, Andy Way
No Padding Please: Efficient Neural Handwriting Recognition. CoRR (2019)
Mahya Ameryan, Lambert Schomaker
A limited-size ensemble of homogeneous CNN/LSTMs for high-performance word classification. CoRR (2019)
Sheng He, Lambert Schomaker
Deep adaptive learning for writer identification based on single handwritten word images. Pattern Recognit. 88 (2019)
Sheng He, Lambert Schomaker
DeepOtsu: Document Enhancement and Binarization using Iterative Deep Learning. CoRR (2019)
Maruf A. Dhali, Jan Willem de Wit, Lambert Schomaker
BiNet: Degraded-Manuscript Binarization in Diverse Document Textures and Layouts using Deep Encoder-Decoder Networks. CoRR (2019)
Cor Steging, Lambert Schomaker, Bart Verheij
The XAI paradox: Systems that Perform Well for the Wrong Reasons. BNAIC/BENELEARN (2019)
Lambert Schomaker
Lifelong learning for text retrieval and recognition in historical handwritten document collections. CoRR (2019)
Lambert Schomaker
Continuous Learning in Large-scale Problems: The Case of Multi-script Historical Handwritten Document Collections. ICAART (1) (2019)
Gideon Maillette de Buy Wenniger, Lambert Schomaker, Andy Way
No Padding Please: Efficient Neural Handwriting Recognition. ICDAR (2019)
Bowornrat Sriman, Lambert Schomaker
Multi-script text versus non-text classification of regions in scene images. J. Vis. Commun. Image Represent. 62 (2019)
Sheng He, Lambert Schomaker
DeepOtsu: Document enhancement and binarization using iterative deep learning. Pattern Recognit. 91 (2019)
Lambert Schomaker
A large-scale field test on word-image classification in large historical document collections using a traditional and two deep-learning methods. CoRR (2019)
Sheng He, Lambert Schomaker
Deep Adaptive Learning for Writer Identification based on Single Handwritten Word Images. CoRR (2018)
Emmanuel Okafor, Gerard Berendsen, Lambert Schomaker, Marco A. Wiering
Detection and Recognition of Badgers Using Deep Learning. ICANN (3) (2018)
Sukalpa Chanda, Emmanuel Okafor, Sébastien Hamel, Dominique Stutzmann, Lambert Schomaker
Deep Learning for Classification and as Tapped-Feature Generator in Medieval Word-Image Recognition. DAS (2018)
Dominique Stutzmann, Christopher Kermorvant, Enrique Vidal, Sukalpa Chanda, Sébastien Hamel, Joan Puigcerver, Lambert Schomaker, Alejandro H. Toselli
Handwritten Text Recognition, Keyword Indexing, and Plain Text Search in Medieval Manuscripts. DH (2018)
Jos van de Wolfshaar, Marco A. Wiering, Lambert Schomaker
Deep Learning Policy Quantization. ICAART (2) (2018)
Sukalpa Chanda, Jochem Baas, Daniel Haitink, Sébastien Hamel, Dominique Stutzmann, Lambert Schomaker
Zero-Shot Learning Based Approach For Medieval Word Recognition using Deep-Learned Features. ICFHR (2018)
Sheng He, Lambert Schomaker
Open Set Chinese Character Recognition using Multi-typed Attributes. CoRR (2018)
Francesco Bidoia, Matthia Sabatelli, Amirhossein Shantia, Marco A. Wiering, Lambert Schomaker
A Deep Convolutional Neural Network for Location Recognition and Geometry based Information. ICPRAM (2018)
Emmanuel Okafor, Lambert Schomaker, Marco A. Wiering
An analysis of rotation matrix and colour constancy data augmentation in classifying images of animals. J. Inf. Telecommun. 2 (4) (2018)
Pornntiwa Pawara, Emmanuel Okafor, Olarik Surinta, Lambert Schomaker, Marco A. Wiering
Comparing Local Descriptors and Bags of Visual Words to Deep Convolutional Neural Networks for Plant Recognition. ICPRAM (2017)
Emmanuel Okafor, Rik Smit, Lambert Schomaker, Marco A. Wiering
Operational data augmentation in classifying single aerial images of animals. INISTA (2017)
Andreas Weber, Mahya Ameryan, Katherine Wolstencroft, Lise Stork, Maarten Heerlien, Lambert Schomaker
Towards a Digital Infrastructure for Illustrated Handwritten Archives. ITN-DCH (2017)
Sheng He, Lambert Schomaker
Beyond OCR: Multi-faceted understanding of handwritten document characteristics. Pattern Recognit. 63 (2017)
Maruf A. Dhali, Sheng He, Mladen Popovic, Eibert Tigchelaar, Lambert Schomaker
A Digital Palaeographic Approach towards Writer Identification in the Dead Sea Scrolls. ICPRAM (2017)
Klaas Dijkstra, Jaap van de Loosdrecht, Lambert Schomaker, Marco A. Wiering
Hyper-spectral frequency selection for the classification of vegetation diseases. ESANN (2017)
Michael Piotrowski, Lambert Schomaker, Thomas Burch, Tobias Hodel
Virtuelle Forschungsplattformen im Vergleich: MONK, Textgrid, Transcribo und Transkribus. DHd (2017)
Sheng He, Lambert Schomaker
Writer identification using curvature-free features. Pattern Recognit. 63 (2017)
Pornntiwa Pawara, Emmanuel Okafor, Lambert Schomaker, Marco A. Wiering
Data Augmentation for Plant Classification. ACIVS (2017)
Emmanuel Okafor, Pornntiwa Pawara, Faik Karaaba, Olarik Surinta, Valeriu Codreanu, Lambert Schomaker, Marco A. Wiering
Comparative study between deep learning and bag of visual words for wild-animal recognition. SSCI (2016)
Sheng He, Petros Samara, Jan Burgers, Lambert Schomaker
Image-based historical manuscript dating using contour and stroke fragments. Pattern Recognit. 58 (2016)
Sheng He, Lambert Schomaker
Co-occurrence Features for Writer Identification. ICFHR (2016)
Sheng He, Petros Samara, Jan Burgers, Lambert Schomaker
A Multiple-Label Guided Clustering Algorithm for Historical Document Dating and Localization. IEEE Trans. Image Process. 25 (11) (2016)
Sheng He, Petros Samara, Jan Burgers, Lambert Schomaker
Discovering Visual Element Evolutions for Historical Document Dating. ICFHR (2016)
Amirhosein Shantia, Francesco Bidoia, Lambert Schomaker, Marco A. Wiering
Dynamic parameter update for robot navigation systems through unsupervised environmental situational analysis. SSCI (2016)
Sheng He, Petros Samara, Jan Burgers, Lambert Schomaker
Historical manuscript dating based on temporal pattern codebook. Comput. Vis. Image Underst. 152 (2016)
Sheng He, Lambert Schomaker
General Pattern Run-Length Transform for Writer Identification. DAS (2016)
Lambert Schomaker
Design considerations for a large-scale image-based text search engine in historical manuscript collections. it Inf. Technol. 58 (2) (2016)
Masahiro Niitsuma, Lambert Schomaker, Jean-Paul van Oosten, Yo Tomita, David Bell
Musicologist-driven writer identification in early music manuscripts. Multim. Tools Appl. 75 (11) (2016)
Lambert Schomaker
Some problems with a Scotsman and a Russian: Caveats on Bayesian and hidden-Markov models (v2.3). CoRR (2016)
Sheng He, Petros Samara, Jan Burgers, Lambert Schomaker
Historical Document Dating Using Unsupervised Attribute Learning. DAS (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lambert Schomaker