Marcus Liwicki

Orcid: 0000-0003-4029-6574

Affiliations:
  • Luleå University of Technology, Sweden
  • German Research Center for Artificial Intelligence (former)
  • University of Kaiserslautern, Department of Computer Science (former)


According to our database1, Marcus Liwicki authored at least 281 papers between 2005 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Deep Perceptual Similarity is Adaptable to Ambiguous Contexts.
Proceedings of the Northern Lights Deep Learning Conference, 2024

2023
Deep Ontology Alignment Using a Natural Language Processing Approach for Automatic M2M Translation in IIoT.
Sensors, October, 2023

Less is More - Towards parsimonious multi-task models using structured sparsity.
CoRR, 2023

ReLU and Addition-based Gated RNN.
CoRR, 2023

Bridging the Performance Gap between DETR and R-CNN for Graphical Object Detection in Document Images.
CoRR, 2023

Performance of data-driven inner speech decoding with same-task EEG-fMRI data fusion and bimodal models.
CoRR, 2023

Robust and Fast Vehicle Detection using Augmented Confidence Map.
CoRR, 2023

Domain Adaptable Self-supervised Representation Learning on Remote Sensing Satellite Imagery.
CoRR, 2023

Functional Knowledge Transfer with Self-supervised Representation Learning.
CoRR, 2023

A Systematic Performance Analysis of Deep Perceptual Loss Networks Breaks Transfer Learning Conventions.
CoRR, 2023

Bipol: Multi-axes Evaluation of Bias with Explainability in Benchmark Datasets.
CoRR, 2023

Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Lon-eå at SemEval-2023 Task 11: A Comparison of Activation Functions for Soft and Hard Label Prediction.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

NLP-LTU at SemEval-2023 Task 10: The Impact of Data Augmentation and Semi-Supervised Learning Techniques on Text Classification Performance on an Imbalanced Dataset.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Bipol: Multi-Axes Evaluation of Bias with Explainability in Benchmark Datasets.
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

Identifying and Mitigating Flaws of Deep Perceptual Similarity Metrics.
Proceedings of the 2023 Northern Lights Deep Learning Workshop, 2023

Multi-Task Meta Learning: learn how to adapt to unseen tasks.
Proceedings of the International Joint Conference on Neural Networks, 2023

Learning Self-Supervised Representations for Label Efficient Cross-Domain Knowledge Transfer on Diabetic Retinopathy Fundus Images.
Proceedings of the International Joint Conference on Neural Networks, 2023

Domain Adaptable Self-supervised Representation Learning on Remote Sensing Satellite Imagery.
Proceedings of the International Joint Conference on Neural Networks, 2023


Functional Knowledge Transfer with Self-supervised Representation Learning.
Proceedings of the IEEE International Conference on Image Processing, 2023

Towards End-to-End Semi-Supervised Table Detection with Deformable Transformer.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Fourier Feature-based CBAM and Vision Transformer for Text Detection in Drone Images.
Proceedings of the Document Analysis and Recognition - ICDAR 2023 Workshops, 2023

WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Can Self-Supervised Representation Learning Methods Withstand Distribution Shifts and Corruptions?
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Robust Scene Text Detection for Partially Annotated Training Data.
IEEE Trans. Circuits Syst. Video Technol., 2022

Attention-Guided Disentangled Feature Aggregation for Video Object Detection.
Sensors, 2022

A Comprehensive Survey of Depth Completion Approaches.
Sensors, 2022

Exploiting Concepts of Instance Segmentation to Boost Detection in Challenging Environments.
Sensors, 2022

Three-Dimensional Reconstruction from a Single RGB Image Using Deep Learning: A Review.
J. Imaging, 2022

State-of-the-Art in Open-Domain Conversational AI: A Survey.
Inf., 2022

A survey of historical document image datasets.
Int. J. Document Anal. Recognit., 2022

Toward Semi-Supervised Graphical Object Detection in Document Images.
Future Internet, 2022

T5 for Hate Speech, Augmented Data and Ensemble.
CoRR, 2022

Deep Neural Network approaches for Analysing Videos of Music Performances.
CoRR, 2022

Vector Representations of Idioms in Conversational Systems.
CoRR, 2022

SemAttNet: Towards Attention-based Semantic Aware Guided Depth Completion.
CoRR, 2022

Ìtàkúròso: Exploiting Cross-Lingual Transferability for Natural Language Generation of Dialogues in Low-Resource, African Languages.
CoRR, 2022

ML_LTU at SemEval-2022 Task 4: T5 Towards Identifying Patronizing and Condescending Language.
CoRR, 2022

Word2Vec: Optimal hyperparameters and their impact on natural language processing downstream tasks.
Open Comput. Sci., 2022

Leveraging external resources for offensive content detection in social media.
AI Commun., 2022

SemAttNet: Toward Attention-Based Semantic Aware Guided Depth Completion.
IEEE Access, 2022

ML_LTU at SemEval-2022 Task 4: T5 Towards Identifying Patronizing and Condescending Language.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Småprat: DialoGPT for Natural Language Generation of Swedish Dialogue by Transfer Learning.
Proceedings of the 2022 Northern Lights Deep Learning Workshop, 2022

Potential Idiomatic Expression (PIE)-English: Corpus for Classes of Idioms.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

HaT5: Hate Language Identification using Text-to-Text Transfer Transformer.
Proceedings of the International Joint Conference on Neural Networks, 2022

Cloud-based Collaborative Learning (CCL) for the Automated Condition Monitoring of Wind Farms.
Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022

Depth Contrast: Self-supervised Pretraining on 3DPM Images for Mining Material Classification.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Investigating the Effect of Using Synthetic and Semi-synthetic Images for Historical Document Font Classification.
Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022

Exploring Swedish and English fast Text Embeddings.
Proceedings of the 8th International Workshop on Artificial Intelligence and Cognition, 2022

2021
Contrastive Learning for 3D Point Clouds Classification and Shape Completion.
Sensors, 2021

Survey and Performance Analysis of Deep Learning Based Object Detection in Challenging Environments.
Sensors, 2021

CasTabDetectoRS: Cascade Network for Table Detection in Document Images with Recursive Feature Pyramid and Switchable Atrous Convolution.
J. Imaging, 2021

Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry.
CoRR, 2021

Sharing to learn and learning to share - Fitting together Meta-Learning, Multi-Task Learning, and Transfer Learning : A meta review.
CoRR, 2021

Potential Idiomatic Expression (PIE)-English: Corpus for Classes of Idioms.
CoRR, 2021

Anomaly Detection in Natural Scene Images Based on Enhanced Fine-Grained Saliency and Fuzzy Logic.
IEEE Access, 2021

Guided Table Structure Recognition Through Anchor Optimization.
IEEE Access, 2021

Current Status and Performance Analysis of Table Recognition in Document Images With Deep Neural Networks.
IEEE Access, 2021

Machine Learning Computational Fluid Dynamics.
Proceedings of the Swedish Artificial Intelligence Society Workshop, 2021

Towards a Machine Learning Framework for Drill Core Analysis.
Proceedings of the Swedish Artificial Intelligence Society Workshop, 2021

Imagined Object Recognition Using EEG-Based Neurological Brain Signals.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2021

HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing Enabled Embedding of n-gram Statistics.
Proceedings of the International Joint Conference on Neural Networks, 2021

A Blended Attention-CTC Network Architecture for Amharic Text-image Recognition.
Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021

Defining Beneficiaries of Emerging Data Infrastructures Towards Effective Data Appropriation - Insights from the Swedish Space Data Lab.
Proceedings of the Information and Software Technologies - 27th International Conference, 2021

Burnt Forest Estimation from Sentinel-2 Imagery of Australia using Unsupervised Deep Learning.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

2020
Cross-Depicted Historical Motif Categorization and Retrieval with Deep Learning.
J. Imaging, 2020

A deep learning based arabic script recognition system: benchmark on KHAT.
Int. Arab J. Inf. Technol., 2020

The Challenge of Diacritics in Yoruba Embeddings.
CoRR, 2020

Corpora Compared: The Case of the Swedish Gigaword & Wikipedia Corpora.
CoRR, 2020

Exploring Swedish & English fastText Embeddings with the Transformer.
CoRR, 2020

Word2Vec: Optimal Hyper-Parameters and Their Impact on NLP Downstream Tasks.
CoRR, 2020

Inner For-Loop for Speeding Up Blockchain Mining.
Open Comput. Sci., 2020

Improving Image Autoencoder Embeddings with Perceptual Loss.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Pretraining Image Encoders without Reconstruction via Feature Prediction Loss.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Data Fusion and Artificial Neural Networks for Modelling Crop Disease Severity.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

Cross-Encoded Meta Embedding towards Transfer Learning.
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

Sign Gesture Recognition from Raw Skeleton Information in 3D Using Deep Learning.
Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020

2019
Combining graph edit distance and triplet networks for offline signature verification.
Pattern Recognit. Lett., 2019

Grayification: A meaningful grayscale conversion to improve handwritten historical documents analysis.
Pattern Recognit. Lett., 2019

Mr and Professor.
CoRR, 2019

Using Deep Object Features for Image Descriptions.
CoRR, 2019

A Comprehensive guide to Bayesian Convolutional Neural Network with Variational Inference.
CoRR, 2019

Survey of Artificial Intelligence for Card Games and Its Application to the Swiss Game Jass.
Proceedings of the 6th Swiss Conference on Data Science, 2019

DNNViz: Training Evolution Visualization for Deep Neural Network.
Proceedings of the 6th Swiss Conference on Data Science, 2019

Improving Reproducible Deep Learning Workflows with DeepDIVA.
Proceedings of the 6th Swiss Conference on Data Science, 2019

Examining the Combination of Multi-Band Processing and Channel Dropout for Robust Speech Recognition.
Proceedings of the Interspeech 2019, 2019

Subword Semantic Hashing for Intent Classification on Small Datasets.
Proceedings of the International Joint Conference on Neural Networks, 2019

Bidirectional Learning for Robust Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019

Factored Convolutional Neural Network for Amharic Character Image Recognition.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

ICDAR 2019 Historical Document Reading Challenge on Large Structured Chinese Family Records.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Trilingual 3D Script Identification and Recognition using Leap Motion Sensor.
Proceedings of the Second International Workshop on Machine Learning, 2019

Historical Document Synthesis with Generative Adversarial Networks.
Proceedings of the Second International Workshop on Machine Learning, 2019

Amharic Text Image Recognition: Database, Algorithm, and Analysis.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Labeling, Cutting, Grouping: An Efficient Text Line Segmentation Method for Medieval Manuscripts.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Author Profiling using Semantic and Syntactic Features.
Proceedings of the Working Notes of CLEF 2019, 2019

2018
iMuSciCA: Interactive Music Science Collaborative Activities for STEAM Learning.
Proceedings of the Designing for the User Experience in Learning Systems, 2018

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

Leveraging Random Label Memorization for Unsupervised Pre-Training.
CoRR, 2018

Subword Semantic Hashing for Intent Classification on Small Datasets.
CoRR, 2018

Recognizing Challenging Handwritten Annotations with Fully Convolutional Networks.
CoRR, 2018

Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

Identifying Cross-Depicted Historical Motifs.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Recognizing Challenging Handwritten Annotations with Fully Convolutional Networks.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

DeepDIVA: A Highly-Functional Python Framework for Reproducible Experiments.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Are You Tampering with My Data?
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Web Services in Document Image Analysis - Recent Developments on DIVAServices and the Importance of Building an Ecosystem.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

A Semi-automatized Modular Annotation Tool for Ancient Manuscript Annotation.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Space Anomalies in OCRs for Arabic Like Scripts.
Proceedings of the IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition, 2018

2017
DivaServices - A RESTful web service for Document Image Analysis methods.
Digit. Scholarsh. Humanit., 2017

The use of Gabor features for semi-automatically generated polyon-based ground truth of historical document images.
Digit. Scholarsh. Humanit., 2017

TAC-GAN - Text Conditioned Auxiliary Classifier Generative Adversarial Network.
CoRR, 2017

What You Expect is NOT What You Get! Questioning Reconstruction/Classification Correlation of Stacked Convolutional Auto-Encoder Features.
CoRR, 2017

Transforming sensor data to the image domain for deep learning - An application to footstep detection.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Turning Document Image Analysis Methods into Web Services - An Example Using OCRopus.
Proceedings of the 1st International Workshop on Open Services and Tools for Document Analysis, 2017

Selecting Fine-Tuned Features for Layout Analysis of Historical Documents.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Deep Convolutional Neural Networks for Image Resolution Detection.
Proceedings of the 4th International Workshop on Historical Document Imaging and Processing, 2017

ICDAR2017 Competition on Layout Analysis for Challenging Medieval Manuscripts.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Robust Heartbeat-based Line Segmentation Methods for Regular Texts and Paratextual Elements.
Proceedings of the 4th International Workshop on Historical Document Imaging and Processing, 2017

PCA-Initialized Deep Neural Networks Applied to Document Image Analysis.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Exploiting State-of-the-Art Deep Learning Methods for Document Image Analysis.
Proceedings of the First Workshop of Machine Learning, 2017

Multilevel Context Representation for Improving Object Recognition.
Proceedings of the First Workshop of Machine Learning, 2017

Real-Time Document Image Classification Using Deep CNN and Extreme Learning Machines.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks.
Proceedings of the 4th International Workshop on Historical Document Imaging and Processing, 2017

Open Evaluation Tool for Layout Analysis of Document Images.
Proceedings of the 1st International Workshop on Open Services and Tools for Document Analysis, 2017

The Impact of Visual Similarities of Arabic-Like Scripts Regarding Learning in an OCR System.
Proceedings of the 6th International Workshop on Multilingual OCR, 2017

KHATT: A Deep Learning Benchmark on Arabic Script.
Proceedings of the 6th International Workshop on Multilingual OCR, 2017

Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Classless Association Using Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

Character-Level Dialect Identification in Arabic Using Long Short-Term Memory.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Text-line segmentation of large titles and headings in Arabic like script.
Proceedings of the 1st International Workshop on Arabic Script Analysis and Recognition, 2017

2016
Optimizing recurrent reservoirs with neuro-evolution.
Neurocomputing, 2016

Redefining Binarization and the Visual Archetype.
CoRR, 2016

A Generic Method for Automatic Ground Truth Generation of Camera-captured Documents.
CoRR, 2016

DIVA-HisDB: A Precisely Annotated Large Dataset of Challenging Medieval Manuscripts.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

N-Light-N: A Highly-Adaptable Java Library for Document Analysis with Convolutional Auto-Encoders and Related Architectures.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

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

Page Segmentation for Historical Handwritten Document Images Using Conditional Random Fields.
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

DIVAServices-Spotlight - Experimenting with Document Image Analysis Methods in the Web.
Proceedings of the 11th Annual International Conference of the Alliance of Digital Humanities Organizations, 2016

SDK Reinvented: Document Image Analysis Methods as RESTful Web Services.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

Complete System for Text Line Extraction Using Convolutional Neural Networks and Watershed Transform.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

Page Segmentation for Historical Document Images Based on Superpixel Classification with Unsupervised Feature Learning.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

Latest Developments of LSTM Neural Networks with Applications of Document Image Analysis.
Proceedings of the Handbook of Pattern Recognition and Computer Vision, 5th Ed., 2016

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

Data Embedding into Characters.
IEICE Trans. Inf. Syst., 2015

DeXpression: Deep Convolutional Neural Network for Expression Recognition.
CoRR, 2015

Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 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

An analysis of Dynamic Cortex Memory networks.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Selecting Autoencoder Features for Layout Analysis of Historical Documents.
Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

Curriculum learning for printed text line recognition of ligature-based scripts.
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

Recognition of historical Greek polytonic scripts using LSTM networks.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Clustering Historical Documents Based on the Reconstruction Error of Autoencoders.
Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

Gradient-domain degradations for improving historical documents images layout analysis.
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

Sparse radial sampling LBP for writer identification.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

ICDAR2015 competition on signature verification and writer identification for on- and off-line skilled forgeries (SigWIcomp2015).
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Page segmentation of historical document images with convolutional autoencoders.
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

Extraction of read text using a wearable eye tracker for automatic video annotation.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

Quantifying reading habits: counting how many words you read.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

Migrating the Classical Pen-and-Paper Based Conceptual Sketching of Architecture Plans Towards Computer Tools - Prototype Design and Evaluation.
Proceedings of the Graphic Recognition. Current Trends and Challenges, 2015

Evaluation of Multi-Touch Gestures.
Proceedings of the Informatik in der Land-, 2015

Robust Visual Terrain Classification with Recurrent Neural Networks.
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

Learning Recurrent Dynamics using Differential Evolution.
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

Ground truth model, tool, and dataset for layout analysis of historical documents.
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

Towards Extraction of Subjective Reading Incomprehension: Analysis of Eye Gaze Features.
Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

2014
More than ink - Realization of a data-embedding pen.
Pattern Recognit. Lett., 2014

Bridging the gap between handwriting recognition and knowledge management.
Pattern Recognit. Lett., 2014

Automatic analysis and sketch-based retrieval of architectural floor plans.
Pattern Recognit. Lett., 2014

Statistical segmentation and structural recognition for floor plan interpretation - Notation invariant structural element recognition.
Int. J. Document Anal. Recognit., 2014

Fuzzy Subjective Sentiment Phrases: A Context Sensitive and Self-Maintaining Sentiment Lexicon.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Investigating Long Short-Term Memory Networks for Various Pattern Recognition Problems.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2014

Investigation of feature selection for historical document layout analysis.
Proceedings of the 4th International Conference on Image Processing Theory, 2014

LSTM-Based Early Recognition of Motion Patterns.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Robust Text Line Segmentation for Historical Manuscript Images Using Color and Texture.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

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

Hybrid Feature Selection for Historical Document Layout Analysis.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Pixel Level Handwritten and Printed Content Discrimination in Scanned Documents.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Automatic Signature Stability Analysis and Verification Using Local Features.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Online Signature Verification Based on Kolmogorov-Smirnov Distribution Distance.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Page Segmentation for Historical Handwritten Document Images Using Color and Texture Features.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Dynamic Cortex Memory: Enhancing Recurrent Neural Networks for Gradient-Based Sequence Learning.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

Local Binary Patterns for Arabic Optical Font Recognition.
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.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

2013
Orthogonal function representation for online signature verification: which features should be looked at?
IET Biom., 2013

Part-based methods for handwritten digit recognition.
Frontiers Comput. Sci., 2013

Graph-based retrieval of building information models for supporting the early design stages.
Adv. Eng. Informatics, 2013

Investigating Long Short-Term Memory Networks for various Pattern Recognition Prolems.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013

JANNLab Neural Network Framework for Java.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013

Local Features for Forensic Signature Verification.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Part-Based Recognition of Arbitrary Fonts.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Continuous Partial-Order Planning for Multichannel Document Analysis: A Process-Driven Approach.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Oriented Local Binary Patterns for Writer Identification.
Proceedings of the 2nd ICDAR International Workshop on Automated Forensic Handwriting Analysis, 2013

Part-Based Automatic System in Comparison to Human Experts for Forensic Signature Verification.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

ICDAR 2013 Competitions on Signature Verification and Writer Identification for On- and Offline Skilled Forgeries (SigWiComp 2013).
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

FREAK for Real Time Forensic Signature Verification.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Online Signature Analysis Based on Accelerometric and Gyroscopic Pens and Legendre Series.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Text Line Extraction Using DMLP Classifiers for Historical Manuscripts.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

A Generic Method for Stamp Segmentation Using Part-Based Features.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Automatic Ground Truth Generation of Camera Captured Documents Using Document Image Retrieval.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Binarization with the Local Otsu Filter - Integral Histograms for Document Image Analysis.
Proceedings of the Graphics Recognition. Current Trends and Challenges, 2013

Improved Contour-Based Corner Detection for Architectural Floor Plans.
Proceedings of the Graphics Recognition. Current Trends and Challenges, 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

2012
Neural Networks for Handwriting Recognition.
Proceedings of the Computational Intelligence Paradigms in Advanced Pattern Classification, 2012

Faster subgraph isomorphism detection by well-founded total order indexing.
Pattern Recognit. Lett., 2012

Semantic E-Ink: Knowledge-Based Assistance for Making Mental Models Explicit.
Int. J. Pattern Recognit. Artif. Intell., 2012

CoVidA: pen-based collaborative video annotation.
Proceedings of the 1st International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications, 2012

Unsupervised motion pattern learning for motion segmentation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Part-based method on handwritten texts.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Online Signature Verification Based on Legendre Series Representation: Robustness Assessment of Different Feature Combinations.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Local Feature Based Online Mode Detection with Recurrent Neural Networks.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

From Terminology to Evaluation: Performance Assessment of Automatic Signature Verification Systems.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

ICFHR 2012 Competition on Automatic Forensic Signature Verification (4NsigComp 2012).
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Signature Segmentation from Document Images.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Toward Part-Based Document Image Decoding.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

A Signature Verification Framework for Digital Pen Applications.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Seamless Integration of Handwriting Recognition into Pen-Enabled Displays for Fast User Interaction.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Koios++: A Query-Answering System for Handwritten Input.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Automatic Room Detection and Room Labeling from Architectural Floor Plans.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Extraction of Text Touching Graphics Using SURF.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Optimized SIFT Feature Matching for Image Retrieval.
Proceedings of the Adaptive Multimedia Retrieval: Semantics, 2012

2011
Automatic gender detection using on-line and off-line information.
Pattern Anal. Appl., 2011

Combining diverse systems for handwritten text line recognition.
Mach. Vis. Appl., 2011

Touch & Write: Penabled Collaborative Intelligence.
Proceedings of the Knowledge Technology - Third Knowledge Technology Week, 2011

Handwriting on Paper as a Cybermedium.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

An Intelligent Shopping List - Combining Digital Paper with Product Ontologies.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

From Handwriting Recognition to Ontologie-Based Information Extraction of Handwritten Notes.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

Interactive paper for radiology findings.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

Digital pen in mammography patient forms.
Proceedings of the 13th International Conference on Multimodal Interfaces, 2011

MCS for Online Mode Detection: Evaluation on Pen-Enabled Multi-touch Interfaces.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Comparative Study of Part-Based Handwritten Character Recognition Methods.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Look Inside the World of Parts of Handwritten Characters.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Evaluation of Local and Global Features for Offline Signature Verification.
Proceedings of the 1st International Workshop on Automated Forensic Handwriting Analysis: A Satellite Workshop of ICDAR-2011, 2011

Signature Verification Competition for Online and Offline Skilled Forgeries (SigComp2011).
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Reliable Online Stroke Recovery from Offline Data with the Data-Embedding Pen.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Text/Graphics Segmentation in Architectural Floor Plans.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Improved Automatic Analysis of Architectural Floor Plans.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Fast Subgraph Isomorphism Detection for Graph-Based Retrieval.
Proceedings of the Case-Based Reasoning Research and Development, 2011

Indexing with Well-Founded Total Order for Faster Subgraph Isomorphism Detection.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2011

2010
Analysis of Local Features for Handwritten Character Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

a.SCAtch - A Sketch-Based Retrieval for Architectural Floor Plans.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Part-Based Recognition of Handwritten Characters.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Embedding Meta-Information in Handwriting -- Reed-Solomon for Reliable Error Correction.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Forensic Signature Verification Competition 4NSigComp2010 - Detection of Simulated and Disguised Signatures.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Ontology-Based Information Extraction from Handwritten Documents.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

a.SCatch: Semantic Structure for Architectural Floor Plan Retrieval.
Proceedings of the Case-Based Reasoning. Research and Development, 2010

Data-embedding pen: augmenting ink strokes with meta-information.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Touch & Write: a multi-touch table with pen-input.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Improving handwriting recognition by the use of semantic information.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

IAMonDo-database: an online handwritten document database with non-uniform contents.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

2009
Combining diverse on-line and off-line systems for handwritten text line recognition.
Pattern Recognit., 2009

A Novel Connectionist System for Unconstrained Handwriting Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Feature Selection for HMM and BLSTM Based Handwriting Recognition of Whiteboard Notes.
Int. J. Pattern Recognit. Artif. Intell., 2009

A Paper-based Technology for Personal Knowledge Management.
Proceedings of the Fifth Conference Professional Knowledge Management: Experiences and Visions, 2009

Automatic Recognition and Interpretation of Pen- and Paper-Based Document Annotations.
Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

Language Model Integration for the Recognition of Handwritten Medieval Documents.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Combining Alignment Results for Historical Handwritten Document Analysis.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008
Recognition of Whiteboard Notes - Online, Offline and Combination
Series in Machine Perception and Artificial Intelligence 71, WorldScientific, ISBN: 978-981-4471-04-6, 2008

A writer identification system for on-line whiteboard data.
Pattern Recognit., 2008

Writer-Dependent Recognition of Handwritten Whiteboard Notes in Smart Meeting Room Environments.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

2007
Handwriting Recognition of Whiteboard Notes - Studying the Influence of Training Set Size and Type.
Int. J. Pattern Recognit. Artif. Intell., 2007

Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

On-Line Handwritten Text Line Detection Using Dynamic Programming.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Combining On-Line and Off-Line Systems for Handwriting Recognition.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006
Chalklets: Developing Applications for a Board Environment.
Proceedings of the Eigth IEEE International Symposium on Multimedia (ISM 2006), 2006

Word Extraction from On-Line Handwritten Text Lines.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Writer Identification for Smart Meeting Room Systems.
Proceedings of the Document Analysis Systems VII, 7th International Workshop, 2006

2005
Recognizing and Simulating Sketched Logic Circuits.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

IAM-OnDB - an On-Line English Sentence Database Acquired from Handwritten Text on a Whiteboard.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Enhancing Training Data for Handwriting Recognition of Whiteboard Notes with Samples from a Different Database.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005


  Loading...