Marcus Liwicki

367 papers A* 2A 46B 69C 6Misc 4Journal 141Unranked 87

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CER-HV: A CER-Based Human-in-the-Loop Framework for Cleaning Datasets Applied to Arabic-Script HTR. CoRR Sana Sabah Al-Azzawi, Elisa Barney, Marcus Liwicki
2026	J	`jnl`	Local Cloud-Based Collaborative Learning vs Other IIoT Decentralized AI Solutions: A Systematic Literature Review. J. Netw. Syst. Manag. Saleha Haseeb, Salman Javed, Hamam Mokayed, Sergio Martin del Campo, Fredrik Sandin, Marcus Liwicki, Jerker Delsing
2025	A*	`conf`	ASTrA: Adversarial Self-supervised Training with Adaptive-Attacks. ICLR Prakash Chandra Chhipa, Gautam Vashishtha, Settur Jithamanyu, Rajkumar Saini, Mubarak Shah, Marcus Liwicki
2025	J	`jnl`	Agent-based Condition Monitoring Assistance with Multimodal Industrial Database Retrieval Augmented Generation. CoRR Karl Löwenmark, Daniel Strömbergsson, Chang Liu, Marcus Liwicki, Fredrik Sandin
2025	J	`jnl`	Artificial Intelligence in Science and Society: The Vision of USERN. IEEE Access Tommaso Dorigo, Gary D. Brown, Carlo Casonato, Artemi Cerdà, Joseph Ciarrochi, Mauro Da Lio, Nicole D'Souza, Nicolas R. Gauger, Steven C. Hayes, Stefan G. Hofmann, Robert Johansson, Marcus Liwicki, Fabien Lotte, Juan J. Nieto, Giulia Olivato, Peter Parnes, George Perry, Alice Plebe, Idupulapati M. Rao, Nima Rezaei, Fredrik Sandin, Andrey Ustyuzhanin, Giorgio Vallortigara, Pietro Vischia, Niloufar Yazdanpanah
2025	—	`conf`	Dual Orthogonal Guidance for Robust Diffusion-Based Handwritten Text Generation. ICCVW Konstantina Nikolaidou, George Retsinas, Giorgos Sfikas, Silvia Cascianelli, Rita Cucchiara, Marcus Liwicki
2025	J	`jnl`	Dual Orthogonal Guidance for Robust Diffusion-based Handwritten Text Generation. CoRR Konstantina Nikolaidou, George Retsinas, Giorgos Sfikas, Silvia Cascianelli, Rita Cucchiara, Marcus Liwicki
2025	J	`jnl`	Findings of MEGA: Maths Explanation with LLMs using the Socratic Method for Active Learning. CoRR Tosin P. Adewumi, Foteini Simistira Liwicki, Marcus Liwicki, Viktor Gardelli, Lama Alkhaled, Hamam Mokayed
2025	J	`jnl`	Findings of Mega: Math explanation with LLMs using the socratic method for active learning. IEEE Signal Process. Mag. Tosin P. Adewumi, Foteini Simistira Liwicki, Marcus Liwicki, Viktor Gardelli, Lama Alkhaled, Hamam Mokayed
2025	J	`jnl`	From the Rock Floor to the Cloud: A Systematic Survey of State-of-the-Art NLP in Battery Life Cycle. CoRR Tosin P. Adewumi, Martin Karlsson, Marcus Liwicki, Mikael Sjödahl, Lama Alkhaled, Rihab Gargouri, Nudrat Habib, Franz Hennie
2025	J	`jnl`	Meta-Sparsity: Learning Optimal Sparse Structures in Multi-task Networks through Meta-learning. CoRR Richa Upadhyay, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki
2025	—	`conf`	Quo Vadis Handwritten Text Generation for Handwritten Text Recognition? ICCVW Vittorio Pippi, Konstantina Nikolaidou, Silvia Cascianelli, George Retsinas, Giorgos Sfikas, Rita Cucchiara, Marcus Liwicki
2025	J	`jnl`	Quo Vadis Handwritten Text Generation for Handwritten Text Recognition? CoRR Vittorio Pippi, Konstantina Nikolaidou, Silvia Cascianelli, George Retsinas, Giorgos Sfikas, Rita Cucchiara, Marcus Liwicki
2025	J	`jnl`	Trends and Challenges in Authorship Analysis: A Review of ML, DL, and LLM Approaches. CoRR Nudrat Habib, Tosin P. Adewumi, Marcus Liwicki, Elisa Barney
2024	—	`conf`	A Historical Handwritten Dataset for Ethiopic OCR with Baseline Models and Human-Level Performance. ICDAR (3) Birhanu Hailu Belay, Isabelle Guyon, Tadele Mengiste, Bezawork Tilahun, Marcus Liwicki, Tesfa Tegegne, Romain Egele
2024	J	`jnl`	AI Concepts for System of Systems Dynamic Interoperability. Sensors Jacob Nilsson, Saleha Javed, Kim Albertsson, Jerker Delsing, Marcus Liwicki, Fredrik Sandin
2024	—	`conf`	Deep Perceptual Similarity is Adaptable to Ambiguous Contexts. NLDL Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki
2024	—	`conf`	Detection of Hate Speech using Universal Sentence Encoding and Bidirectional Long Short-Term Memory Models. FIRE (Working Notes) Pedro Alonso, György Kovács, Rajkumar Saini, Marcus Liwicki
2024	—	`conf`	DiffusionPen: Towards Controlling the Style of Handwritten Text Generation. ECCV (85) Konstantina Nikolaidou, George Retsinas, Giorgos Sfikas, Marcus Liwicki
2024	J	`jnl`	DiffusionPen: Towards Controlling the Style of Handwritten Text Generation. CoRR Konstantina Nikolaidou, George Retsinas, Giorgos Sfikas, Marcus Liwicki
2024	—	`ed.`	Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30 - September 4, 2024, Proceedings, Part I ICDAR (1) Elisa H. Barney Smith, Marcus Liwicki, Liangrui Peng
2024	—	`ed.`	Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30 - September 4, 2024, Proceedings, Part II ICDAR (2) Elisa H. Barney Smith, Marcus Liwicki, Liangrui Peng
2024	—	`ed.`	Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30 - September 4, 2024, Proceedings, Part III ICDAR (3) Elisa H. Barney Smith, Marcus Liwicki, Liangrui Peng
2024	—	`ed.`	Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30 - September 4, 2024, Proceedings, Part IV ICDAR (4) Elisa H. Barney Smith, Marcus Liwicki, Liangrui Peng
2024	—	`ed.`	Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30 - September 4, 2024, Proceedings, Part V ICDAR (5) Elisa H. Barney Smith, Marcus Liwicki, Liangrui Peng
2024	—	`ed.`	Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30 - September 4, 2024, Proceedings, Part VI ICDAR (6) Elisa H. Barney Smith, Marcus Liwicki, Liangrui Peng
2024	J	`jnl`	Editorial for special issue on "advanced topics in document analysis and recognition". Int. J. Document Anal. Recognit. Elisa H. Barney Smith, Marcus Liwicki, Liangrui Peng, Simone Marinai
2024	—	`conf`	Giving Each Task what it Needs Leveraging Structured Sparsity for Tailored Multi-Task Learning. ECCV Workshops (11) Richa Upadhyay, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki
2024	J	`jnl`	Giving each task what it needs - leveraging structured sparsity for tailored multi-task learning. CoRR Richa Upadhyay, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki
2024	—	`conf`	Improving inner speech decoding by hybridisation of bimodal EEG and fMRI data. EMBC Scott Wellington, Holly Wilson, Foteini Simistira Liwicki, Vibha Gupta, Rajkumar Saini, Kanjar De, Nosheen Abid, Sumit Rakesh, Johan Gunnar Eriksson, Oliver Watts, Xi Chen, Damien Coyle, Mohammad Golbabaee, Michael J. Proulx, Marcus Liwicki, Eamonn O'Neill, Benjamin Metcalfe
2024	J	`jnl`	Investigating Robustness of Open-Vocabulary Foundation Object Detectors under Distribution Shifts. CoRR Prakash Chandra Chhipa, Kanjar De, Meenakshi Subhash Chippa, Rajkumar Saini, Marcus Liwicki
2024	—	`conf`	LCM: Log Conformal Maps for Robust Representation Learning to Mitigate Perspective Distortion. ACCV (8) Meenakshi Subhash Chippa, Prakash Chandra Chhipa, Kanjar De, Marcus Liwicki, Rajkumar Saini
2024	J	`jnl`	LCM: Log Conformal Maps for Robust Representation Learning to Mitigate Perspective Distortion. CoRR Meenakshi Subhash Chippa, Prakash Chandra Chhipa, Kanjar De, Marcus Liwicki, Rajkumar Saini
2024	—	`conf`	Less is More - Towards parsimonious multi-task models using structured sparsity. CPAL Richa Upadhyay, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki
2024	—	`conf`	Möbius Transform for Mitigating Perspective Distortions in Representation Learning. ECCV (73) Prakash Chandra Chhipa, Meenakshi Subhash Chippa, Kanjar De, Rajkumar Saini, Marcus Liwicki, Mubarak Shah
2024	J	`jnl`	Möbius Transform for Mitigating Perspective Distortions in Representation Learning. CoRR Prakash Chandra Chhipa, Meenakshi Subhash Chippa, Kanjar De, Rajkumar Saini, Marcus Liwicki, Mubarak Shah
2024	—	`conf`	Open-Vocabulary Object Detectors: Robustness Challenges Under Distribution Shifts. ECCV Workshops (18) Prakash Chandra Chhipa, Kanjar De, Meenakshi Subhash Chippa, Rajkumar Saini, Marcus Liwicki
2024	—	`conf`	Rethinking HTG Evaluation: Bridging Generation and Recognition. ECCV Workshops (22) Konstantina Nikolaidou, George Retsinas, Giorgos Sfikas, Marcus Liwicki
2024	J	`jnl`	Rethinking HTG Evaluation: Bridging Generation and Recognition. CoRR Konstantina Nikolaidou, George Retsinas, Giorgos Sfikas, Marcus Liwicki
2024	J	`jnl`	Seagrass classification using unsupervised curriculum learning (UCL). Ecol. Informatics Nosheen Abid, Md Kislu Noman, György Kovács, Syed Mohammed Shamsul Islam, Tosin P. Adewumi, Paul Lavery, Faisal Shafait, Marcus Liwicki
2024	J	`jnl`	Shape2.5D: A Dataset of Texture-Less Surfaces for Depth and Normals Estimation. IEEE Access Muhammad Saif Ullah Khan, Sankalp Sinha, Didier Stricker, Marcus Liwicki, Muhammad Zeshan Afzal
2024	J	`jnl`	Sharing to Learn and Learning to Share; Fitting Together Meta, Multi-Task, and Transfer Learning: A Meta Review. IEEE Access Richa Upadhyay, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki
2023	J	`jnl`	A Systematic Performance Analysis of Deep Perceptual Loss Networks Breaks Transfer Learning Conventions. CoRR Gustav Grund Pihlgren, Konstantina Nikolaidou, Prakash Chandra Chhipa, Nosheen Abid, Rajkumar Saini, Fredrik Sandin, Marcus Liwicki
2023	B	`conf`	AfriWOZ: Corpus for Exploiting Cross-Lingual Transfer for Dialogue Generation in Low-Resource, African Languages. IJCNN Tosin P. Adewumi, Mofetoluwa Adeyemi, Aremu Anuoluwapo, Bukola Peters, Happy Buzaaba, Oyerinde Samuel, Amina Mardiyyah Rufai, Benjamin Ajibade, Tajudeen Gwadabe, Mory Moussou Koulibaly Traore, Tunde Oluwaseyi Ajayi, Shamsuddeen Hassan Muhammad, Ahmed Baruwa, Paul Owoicho, Tolúlopé Ògúnrèmí, Phylis Ngigi, Orevaoghene Ahia, Ruqayya Nasir, Foteini Liwicki, Marcus Liwicki
2023	Misc	`conf`	Bipol: Multi-Axes Evaluation of Bias with Explainability in Benchmark Datasets. RANLP Tosin P. Adewumi, Isabella Södergren, Lama Alkhaled, Sana Sabah Al-Azzawi, Foteini Simistira Liwicki, Marcus Liwicki
2023	J	`jnl`	Bipol: Multi-axes Evaluation of Bias with Explainability in Benchmark Datasets. CoRR Tosin P. Adewumi, Isabella Södergren, Lama Alkhaled, Sana Sabah Sabry, Foteini Liwicki, Marcus Liwicki
2023	J	`jnl`	Bridging the Performance Gap between DETR and R-CNN for Graphical Object Detection in Document Images. CoRR Tahira Shehzadi, Khurram Azeem Hashmi, Didier Stricker, Marcus Liwicki, Muhammad Zeshan Afzal
2023	—	`conf`	Can Self-Supervised Representation Learning Methods Withstand Distribution Shifts and Corruptions? ICCV (Workshops) Prakash Chandra Chhipa, Johan Rodahl Holmgren, Kanjar De, Rajkumar Saini, Marcus Liwicki
2023	J	`jnl`	Can Self-Supervised Representation Learning Methods Withstand Distribution Shifts and Corruptions? CoRR Prakash Chandra Chhipa, Johan Rodahl Holmgren, Kanjar De, Rajkumar Saini, Marcus Liwicki
2023	J	`jnl`	Deep Ontology Alignment Using a Natural Language Processing Approach for Automatic M2M Translation in IIoT. Sensors Saleha Javed, Muhammad Usman, Fredrik Sandin, Marcus Liwicki, Hamam Mokayed
2023	J	`jnl`	Deep Perceptual Similarity is Adaptable to Ambiguous Contexts. CoRR Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki
2023	B	`conf`	Domain Adaptable Self-supervised Representation Learning on Remote Sensing Satellite Imagery. IJCNN Muskaan Chopra, Prakash Chandra Chhipa, Gopal Mengi, Varun Gupta, Marcus Liwicki
2023	J	`jnl`	Domain Adaptable Self-supervised Representation Learning on Remote Sensing Satellite Imagery. CoRR Muskaan Chopra, Prakash Chandra Chhipa, Gopal Mengi, Varun Gupta, Marcus Liwicki
2023	—	`conf`	Fourier Feature-based CBAM and Vision Transformer for Text Detection in Drone Images. ICDAR Workshops (2) Ayush Roy, Palaiahnakote Shivakumara, Umapada Pal, Hamam Mokayed, Marcus Liwicki
2023	B	`conf`	Functional Knowledge Transfer with Self-supervised Representation Learning. ICIP Prakash Chandra Chhipa, Muskaan Chopra, Gopal Mengi, Varun Gupta, Richa Upadhyay, Meenakshi Subhash Chippa, Kanjar De, Rajkumar Saini, Seiichi Uchida, Marcus Liwicki
2023	J	`jnl`	Functional Knowledge Transfer with Self-supervised Representation Learning. CoRR Prakash Chandra Chhipa, Muskan Chopra, Gopal Mengi, Varun Gupta, Richa Upadhyay, Meenakshi Subhash Chippa, Kanjar De, Rajkumar Saini, Seiichi Uchida, Marcus Liwicki
2023	—	`conf`	Identifying and Mitigating Flaws of Deep Perceptual Similarity Metrics. NLDL Oskar Sjögren, Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki
2023	B	`conf`	Learning Self-Supervised Representations for Label Efficient Cross-Domain Knowledge Transfer on Diabetic Retinopathy Fundus Images. IJCNN Ekta Gupta, Varun Gupta, Muskaan Chopra, Prakash Chandra Chhipa, Marcus Liwicki
2023	J	`jnl`	Learning Self-Supervised Representations for Label Efficient Cross-Domain Knowledge Transfer on Diabetic Retinopathy Fundus Images. CoRR Ekta Gupta, Varun Gupta, Muskaan Chopra, Prakash Chandra Chhipa, Marcus Liwicki
2023	J	`jnl`	Less is More - Towards parsimonious multi-task models using structured sparsity. CoRR Richa Upadhyay, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki
2023	J	`jnl`	Lon-ea at SemEval-2023 Task 11: A Comparison of Activation Functions for Soft and Hard Label Prediction. CoRR Peyman Hosseini, Mehran Hosseini, Sana Sabah Al-Azzawi, Marcus Liwicki, Ignacio Castro, Matthew Purver
2023	—	`conf`	Lon-eå at SemEval-2023 Task 11: A Comparison of Activation Functions for Soft and Hard Label Prediction. SemEval@ACL Peyman Hosseini, Mehran Hosseini, Sana Sabah Al-Azzawi, Marcus Liwicki, Ignacio Castro, Matthew Purver
2023	A	`conf`	Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images. WACV Prakash Chandra Chhipa, Richa Upadhyay, Gustav Grund Pihlgren, Rajkumar Saini, Seiichi Uchida, Marcus Liwicki
2023	B	`conf`	Multi-Task Meta Learning: learn how to adapt to unseen tasks. IJCNN Richa Upadhyay, Prakash Chandra Chhipa, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki
2023	—	`conf`	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. SemEval@ACL Sana Sabah Al-Azzawi, György Kovács, Filip Nilsson, Tosin P. Adewumi, Marcus Liwicki
2023	J	`jnl`	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. CoRR Sana Sabah Al-Azzawi, György Kovács, Filip Nilsson, Tosin P. Adewumi, Marcus Liwicki
2023	J	`jnl`	Performance of data-driven inner speech decoding with same-task EEG-fMRI data fusion and bimodal models. CoRR Holly Wilson, Scott Wellington, Foteini Simistira Liwicki, Vibha Gupta, Rajkumar Saini, Kanjar De, Nosheen Abid, Sumit Rakesh, Johan Gunnar Eriksson, Oliver Watts, Xi Chen, Mohammad Golbabaee, Michael J. Proulx, Marcus Liwicki, Eamonn O'Neill, Benjamin Metcalfe
2023	J	`jnl`	ReLU and Addition-based Gated RNN. CoRR Rickard Brännvall, Henrik Forsgren, Fredrik Sandin, Marcus Liwicki
2023	J	`jnl`	Robust and Fast Vehicle Detection using Augmented Confidence Map. CoRR Hamam Mokayed, Palaiahnakote Shivakumara, Lama Alkhaled, Rajkumar Saini, Muhammad Zeshan Afzal, Yan Chai Hum, Marcus Liwicki
2023	—	`conf`	Towards End-to-End Semi-Supervised Table Detection with Deformable Transformer. ICDAR (2) Tahira Shehzadi, Khurram Azeem Hashmi, Didier Stricker, Marcus Liwicki, Muhammad Zeshan Afzal
2023	J	`jnl`	Towards End-to-End Semi-Supervised Table Detection with Deformable Transformer. CoRR Tahira Shehzadi, Khurram Azeem Hashmi, Didier Stricker, Marcus Liwicki, Muhammad Zeshan Afzal
2023	—	`conf`	WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models. ICDAR (2) Konstantina Nikolaidou, George Retsinas, Vincent Christlein, Mathias Seuret, Giorgos Sfikas, Elisa Barney Smith, Hamam Mokayed, Marcus Liwicki
2023	J	`jnl`	WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models. CoRR Konstantina Nikolaidou, George Retsinas, Vincent Christlein, Mathias Seuret, Giorgos Sfikas, Elisa Barney Smith, Hamam Mokayed, Marcus Liwicki
2022	J	`jnl`	A Comprehensive Survey of Depth Completion Approaches. Sensors Muhammad Ahmed Ullah Khan, Danish Nazir, Alain Pagani, Hamam Mokayed, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal
2022	J	`jnl`	A Survey of Historical Document Image Datasets. CoRR Konstantina Nikolaidou, Mathias Seuret, Hamam Mokayed, Marcus Liwicki
2022	J	`jnl`	A survey of historical document image datasets. Int. J. Document Anal. Recognit. Konstantina Nikolaidou, Mathias Seuret, Hamam Mokayed, Marcus Liwicki
2022	J	`jnl`	Attention-Guided Disentangled Feature Aggregation for Video Object Detection. Sensors Shishir Muralidhara, Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal
2022	—	`conf`	Cloud-based Collaborative Learning (CCL) for the Automated Condition Monitoring of Wind Farms. ICPS Saleha Javed, Salman Javed, Jan van Deventer, Fredrik Sandin, Jerker Delsing, Marcus Liwicki, Sergio Martin del Campo
2022	J	`jnl`	Deep Neural Network approaches for Analysing Videos of Music Performances. CoRR Foteini Simistira Liwicki, Richa Upadhyay, Prakash Chandra Chhipa, Killian Murphy, Federico Visi, Stefan Östersjö, Marcus Liwicki
2022	J	`jnl`	Depth Contrast: Self-Supervised Pretraining on 3DPM Images for Mining Material Classification. CoRR Prakash Chandra Chhipa, Richa Upadhyay, Rajkumar Saini, Lars Lindqvist, Richard Nordenskjöld, Seiichi Uchida, Marcus Liwicki
2022	—	`conf`	Depth Contrast: Self-supervised Pretraining on 3DPM Images for Mining Material Classification. ECCV Workshops (7) Prakash Chandra Chhipa, Richa Upadhyay, Rajkumar Saini, Lars Lindqvist, Richard Nordenskjöld, Seiichi Uchida, Marcus Liwicki
2022	J	`jnl`	Exploiting Concepts of Instance Segmentation to Boost Detection in Challenging Environments. Sensors Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal
2022	—	`conf`	Exploring Swedish and English fast Text Embeddings. AIC Tosin P. Adewumi, Foteini Liwicki, Marcus Liwicki
2022	B	`conf`	HaT5: Hate Language Identification using Text-to-Text Transfer Transformer. IJCNN Sana Sabah Sabry, Tosin P. Adewumi, Nosheen Abid, György Kovács, Foteini Liwicki, Marcus Liwicki
2022	J	`jnl`	HaT5: Hate Language Identification using Text-to-Text Transfer Transformer. CoRR Sana Sabah Sabry, Tosin P. Adewumi, Nosheen Abid, György Kovács, Foteini Liwicki, Marcus Liwicki
2022	J	`jnl`	Identifying and Mitigating Flaws of Deep Perceptual Similarity Metrics. CoRR Oskar Sjögren, Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki
2022	B	`conf`	Investigating the Effect of Using Synthetic and Semi-synthetic Images for Historical Document Font Classification. DAS Konstantina Nikolaidou, Richa Upadhyay, Mathias Seuret, Marcus Liwicki
2022	J	`jnl`	Leveraging external resources for offensive content detection in social media. AI Commun. György Kovács, Pedro Alonso, Rajkumar Saini, Marcus Liwicki
2022	—	`conf`	ML_LTU at SemEval-2022 Task 4: T5 Towards Identifying Patronizing and Condescending Language. SemEval@NAACL Tosin P. Adewumi, Lama Alkhaled, Hamam Mokayed, Foteini Liwicki, Marcus Liwicki
2022	J	`jnl`	ML_LTU at SemEval-2022 Task 4: T5 Towards Identifying Patronizing and Condescending Language. CoRR Tosin P. Adewumi, Lama Alkhaled, Hamam Alkhaled, Foteini Liwicki, Marcus Liwicki
2022	J	`jnl`	Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images. CoRR Prakash Chandra Chhipa, Richa Upadhyay, Gustav Grund Pihlgren, Rajkumar Saini, Seiichi Uchida, Marcus Liwicki
2022	J	`jnl`	Multi-Task Meta Learning: learn how to adapt to unseen tasks. CoRR Richa Upadhyay, Prakash Chandra Chhipa, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki
2022	B	`conf`	Potential Idiomatic Expression (PIE)-English: Corpus for Classes of Idioms. LREC Tosin P. Adewumi, Roshanak Vadoodi, Aparajita Tripathy, Konstantina Nikolaidou, Foteini Liwicki, Marcus Liwicki
2022	J	`jnl`	Robust Scene Text Detection for Partially Annotated Training Data. IEEE Trans. Circuits Syst. Video Technol. Prateek Keserwani, Rajkumar Saini, Marcus Liwicki, Partha Pratim Roy
2022	J	`jnl`	SemAttNet: Toward Attention-Based Semantic Aware Guided Depth Completion. IEEE Access Danish Nazir, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal
2022	J	`jnl`	SemAttNet: Towards Attention-based Semantic Aware Guided Depth Completion. CoRR Danish Nazir, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal
2022	—	`conf`	Småprat: DialoGPT for Natural Language Generation of Swedish Dialogue by Transfer Learning. NLDL Tosin P. Adewumi, Rickard Brännvall, Nosheen Abid, Maryam Pahlavan, Sana Sabah Sabry, Foteini Liwicki, Marcus Liwicki
2022	J	`jnl`	State-of-the-Art in Open-Domain Conversational AI: A Survey. Inf. Tosin P. Adewumi, Foteini Liwicki, Marcus Liwicki
2022	J	`jnl`	State-of-the-art in Open-domain Conversational AI: A Survey. CoRR Tosin P. Adewumi, Foteini Liwicki, Marcus Liwicki
2022	J	`jnl`	T5 for Hate Speech, Augmented Data and Ensemble. CoRR Tosin P. Adewumi, Sana Sabah Sabry, Nosheen Abid, Foteini Liwicki, Marcus Liwicki
2022	J	`jnl`	Three-Dimensional Reconstruction from a Single RGB Image Using Deep Learning: A Review. J. Imaging Muhammad Saif Ullah Khan, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal
2022	J	`jnl`	Toward Semi-Supervised Graphical Object Detection in Document Images. Future Internet Goutham Kallempudi, Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal
2022	J	`jnl`	Vector Representations of Idioms in Conversational Systems. CoRR Tosin P. Adewumi, Foteini Liwicki, Marcus Liwicki
2022	J	`jnl`	Word2Vec: Optimal hyperparameters and their impact on natural language processing downstream tasks. Open Comput. Sci. Tosin P. Adewumi, Foteini Liwicki, Marcus Liwicki
2022	J	`jnl`	Ìtàkúròso: Exploiting Cross-Lingual Transferability for Natural Language Generation of Dialogues in Low-Resource, African Languages. CoRR Tosin P. Adewumi, Mofetoluwa Adeyemi, Aremu Anuoluwapo, Bukola Peters, Happy Buzaaba, Samuel Oyerinde, Amina Mardiyyah Rufai, Benjamin Ajibade, Tajuddeen Gwadabe, Mory Moussou Koulibaly Traore, Tunde Ajayi, Shamsuddeen Hassan Muhammad, Ahmed Baruwa, Paul Owoicho, Tolúlopé Ògúnrèmí, Phylis Ngigi, Orevaoghene Ahia, Ruqayya Nasir, Foteini Liwicki, Marcus Liwicki
2021	C	`conf`	A Blended Attention-CTC Network Architecture for Amharic Text-image Recognition. ICPRAM Birhanu Hailu Belay, Tewodros Habtegebrial, Marcus Liwicki, Gebeyehu Belay, Didier Stricker
2021	J	`jnl`	Anomaly Detection in Natural Scene Images Based on Enhanced Fine-Grained Saliency and Fuzzy Logic. IEEE Access Hamam Mokayed, Palaiahnakote Shivakumara, Rajkumar Saini, Marcus Liwicki, Loo Chee Hin, Umapada Pal
2021	Misc	`conf`	Burnt Forest Estimation from Sentinel-2 Imagery of Australia using Unsupervised Deep Learning. DICTA Nosheen Abid, Muhammad Imran Malik, Muhammad Shahzad, Faisal Shafait, Haider Ali, Muhammad Mohsin Ghaffar, Christian Weis, Norbert Wehn, Marcus Liwicki
2021	J	`jnl`	CasTabDetectoRS: Cascade Network for Table Detection in Document Images with Recursive Feature Pyramid and Switchable Atrous Convolution. J. Imaging Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal
2021	J	`jnl`	Contrastive Learning for 3D Point Clouds Classification and Shape Completion. Sensors Danish Nazir, Muhammad Zeshan Afzal, Alain Pagani, Marcus Liwicki, Didier Stricker
2021	J	`jnl`	Current Status and Performance Analysis of Table Recognition in Document Images With Deep Neural Networks. IEEE Access Khurram Azeem Hashmi, Marcus Liwicki, Didier Stricker, Muhammad Adnan Afzal, Muhammad Ahtsham Afzal, Muhammad Zeshan Afzal
2021	J	`jnl`	Current Status and Performance Analysis of Table Recognition in Document Images with Deep Neural Networks. CoRR Khurram Azeem Hashmi, Marcus Liwicki, Didier Stricker, Muhammad Adnan Afzal, Muhammad Ahtsham Afzal, Muhammad Zeshan Afzal
2021	—	`conf`	Defining Beneficiaries of Emerging Data Infrastructures Towards Effective Data Appropriation - Insights from the Swedish Space Data Lab. ICIST Aya Rizk, Cathrine F. Seidelin, György Kovács, Marcus Liwicki, Rickard Brännvall
2021	J	`jnl`	Guided Table Structure Recognition Through Anchor Optimization. IEEE Access Khurram Azeem Hashmi, Didier Stricker, Marcus Liwicki, Muhammad Noman Afzal, Muhammad Zeshan Afzal
2021	J	`jnl`	Guided Table Structure Recognition through Anchor Optimization. CoRR Khurram Azeem Hashmi, Didier Stricker, Marcus Liwicki, Muhammad Noman Afzal, Muhammad Zeshan Afzal
2021	B	`conf`	HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing Enabled Embedding of n-gram Statistics. IJCNN Pedro Alonso, Kumar Shridhar, Denis Kleyko, Evgeny Osipov, Marcus Liwicki
2021	—	`conf`	Imagined Object Recognition Using EEG-Based Neurological Brain Signals. RTIP2R Rajkumar Saini, Sameer Prabhu, Richa Upadhyay, Sumit Rakesh, Prakash Chandra Chhipa, Hamam Mokayed, Marcus Liwicki, Foteini Liwicki
2021	—	`conf`	Machine Learning Computational Fluid Dynamics. SAIS Ali Usman, Muhammad Rafiq, Muhammad Saeed, Ali Nauman, Andreas Almqvist, Marcus Liwicki
2021	J	`jnl`	Potential Idiomatic Expression (PIE)-English: Corpus for Classes of Idioms. CoRR Tosin P. Adewumi, Saleha Javed, Roshanak Vadoodi, Aparajita Tripathy, Konstantina Nikolaidou, Foteini Liwicki, Marcus Liwicki
2021	J	`jnl`	Sharing to learn and learning to share - Fitting together Meta-Learning, Multi-Task Learning, and Transfer Learning : A meta review. CoRR Richa Upadhyay, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki
2021	J	`jnl`	Småprat: DialoGPT for Natural Language Generation of Swedish Dialogue by Transfer Learning. CoRR Tosin P. Adewumi, Nosheen Abid, Maryam Pahlavan, Rickard Brännvall, Sana Sabah Sabry, Foteini Liwicki, Marcus Liwicki
2021	J	`jnl`	Survey and Performance Analysis of Deep Learning Based Object Detection in Challenging Environments. Sensors Muhammad Ahmed, Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal
2021	J	`jnl`	Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry. CoRR Karl Löwenmark, Cees Taal, Stephan Schnabel, Marcus Liwicki, Fredrik Sandin
2021	—	`conf`	Towards a Machine Learning Framework for Drill Core Analysis. SAIS Christian Günther, Nils Jansson, Marcus Liwicki, Foteini Simistira Liwicki
2020	J	`jnl`	A deep learning based arabic script recognition system: benchmark on KHAT. Int. Arab J. Inf. Technol. Riaz Ahmad, Saeeda Naz, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki
2020	—	`conf`	Analysing Musical Performance in Videos Using Deep Neural Networks. AIMC Foteini Simistira Liwicki, Marcus Liwicki, Pedro Malo Perise, Federico Ghelli Visi, Stefan Östersjö
2020	J	`jnl`	Corpora Compared: The Case of the Swedish Gigaword & Wikipedia Corpora. CoRR Tosin P. Adewumi, Foteini Liwicki, Marcus Liwicki
2020	J	`jnl`	Cross-Depicted Historical Motif Categorization and Retrieval with Deep Learning. J. Imaging Vinaychandran Pondenkandath, Michele Alberti, Nicole Eichenberger, Rolf Ingold, Marcus Liwicki
2020	B	`conf`	Cross-Encoded Meta Embedding towards Transfer Learning. ESANN György Kovács, Rickard Brännvall, Johan Öhman, Marcus Liwicki
2020	C	`conf`	Data Fusion and Artificial Neural Networks for Modelling Crop Disease Severity. FUSION Priyamvada Shankar, Andreas Johnen, Marcus Liwicki
2020	J	`jnl`	Exploring Swedish & English fastText Embeddings with the Transformer. CoRR Tosin P. Adewumi, Foteini Liwicki, Marcus Liwicki
2020	J	`jnl`	HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing enabled Embedding of n-gram Statistics. CoRR Pedro Alonso, Kumar Shridhar, Denis Kleyko, Evgeny Osipov, Marcus Liwicki
2020	B	`conf`	Improving Image Autoencoder Embeddings with Perceptual Loss. IJCNN Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki
2020	J	`jnl`	Improving Image Autoencoder Embeddings with Perceptual Loss. CoRR Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki
2020	J	`jnl`	Inner For-Loop for Speeding Up Blockchain Mining. Open Comput. Sci. Tosin P. Adewumi, Marcus Liwicki
2020	B	`conf`	Pretraining Image Encoders without Reconstruction via Feature Prediction Loss. ICPR Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki
2020	J	`jnl`	Pretraining Image Encoders without Reconstruction via Feature Prediction Loss. CoRR Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki
2020	—	`conf`	Sign Gesture Recognition from Raw Skeleton Information in 3D Using Deep Learning. CVIP (2) Sumit Rakesh, Saleha Javed, Rajkumar Saini, Marcus Liwicki
2020	J	`jnl`	The Challenge of Diacritics in Yoruba Embeddings. CoRR Tosin P. Adewumi, Foteini Liwicki, Marcus Liwicki
2020	B	`conf`	Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks. ICPR Michele Alberti, Angela Botros, Narayan Schütz, Rolf Ingold, Marcus Liwicki, Mathias Seuret
2020	J	`jnl`	Word2Vec: Optimal Hyper-Parameters and Their Impact on NLP Downstream Tasks. CoRR Tosin P. Adewumi, Foteini Liwicki, Marcus Liwicki
2019	A	`conf`	A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis. ICDAR Linda Studer, Michele Alberti, Vinaychandran Pondenkandath, Pinar Goktepe, Thomas Kolonko, Andreas Fischer, Marcus Liwicki, Rolf Ingold
2019	J	`jnl`	A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis. CoRR Linda Studer, Michele Alberti, Vinaychandran Pondenkandath, Pinar Goktepe, Thomas Kolonko, Andreas Fischer, Marcus Liwicki, Rolf Ingold
2019	J	`jnl`	A Comprehensive guide to Bayesian Convolutional Neural Network with Variational Inference. CoRR Kumar Shridhar, Felix Laumann, Marcus Liwicki
2019	A	`conf`	Amharic Text Image Recognition: Database, Algorithm, and Analysis. ICDAR Birhanu Hailu Belay, Tewodros Habtegebrial, Marcus Liwicki, Gebeyehu Belay, Didier Stricker
2019	—	`conf`	Author Profiling using Semantic and Syntactic Features. CLEF (Working Notes) György Kovács, Vanda Balogh, Purvanshi Mehta, Kumar Shridhar, Pedro Alonso, Marcus Liwicki
2019	B	`conf`	Bidirectional Learning for Robust Neural Networks. IJCNN Sidney Pontes-Filho, Marcus Liwicki
2019	J	`jnl`	Combining graph edit distance and triplet networks for offline signature verification. Pattern Recognit. Lett. Paul Maergner, Vinaychandran Pondenkandath, Michele Alberti, Marcus Liwicki, Kaspar Riesen, Rolf Ingold, Andreas Fischer
2019	—	`conf`	DNNViz: Training Evolution Visualization for Deep Neural Network. SDS Gil Clavien, Michele Alberti, Vinaychandran Pondenkandath, Rolf Ingold, Marcus Liwicki
2019	A	`conf`	Examining the Combination of Multi-Band Processing and Channel Dropout for Robust Speech Recognition. INTERSPEECH György Kovács, László Tóth, Dirk Van Compernolle, Marcus Liwicki
2019	B	`conf`	Factored Convolutional Neural Network for Amharic Character Image Recognition. ICIP Birhanu Belay, Tewodros Habtegebrial, Marcus Liwicki, Gebeyehu Belay, Didier Stricker
2019	J	`jnl`	Grayification: A meaningful grayscale conversion to improve handwritten historical documents analysis. Pattern Recognit. Lett. Manuel Bouillon, Rolf Ingold, Marcus Liwicki
2019	—	`conf`	Historical Document Synthesis with Generative Adversarial Networks. WML@ICDAR Vinaychandran Pondenkandath, Michele Alberti, Michaël Diatta, Rolf Ingold, Marcus Liwicki
2019	A	`conf`	ICDAR 2019 Historical Document Reading Challenge on Large Structured Chinese Family Records. ICDAR Rajkumar Saini, Derek Dobson, Jon Morrey, Marcus Liwicki, Foteini Simistira Liwicki
2019	J	`jnl`	ICDAR 2019 Historical Document Reading Challenge on Large Structured Chinese Family Records. CoRR Foteini Simistira Liwicki, Rajkumar Saini, Derek Dobson, Jon Morrey, Marcus Liwicki
2019	—	`conf`	Improving Reproducible Deep Learning Workflows with DeepDIVA. SDS Michele Alberti, Vinaychandran Pondenkandath, Lars Vögtlin, Marcel Würsch, Rolf Ingold, Marcus Liwicki
2019	J	`jnl`	Improving Reproducible Deep Learning Workflows with DeepDIVA. CoRR Michele Alberti, Vinaychandran Pondenkandath, Lars Vögtlin, Marcel Würsch, Rolf Ingold, Marcus Liwicki
2019	A	`conf`	Labeling, Cutting, Grouping: An Efficient Text Line Segmentation Method for Medieval Manuscripts. ICDAR Michele Alberti, Lars Vögtlin, Vinaychandran Pondenkandath, Mathias Seuret, Rolf Ingold, Marcus Liwicki
2019	J	`jnl`	Labeling, Cutting, Grouping: an Efficient Text Line Segmentation Method for Medieval Manuscripts. CoRR Michele Alberti, Lars Vögtlin, Vinaychandran Pondenkandath, Mathias Seuret, Rolf Ingold, Marcus Liwicki
2019	J	`jnl`	Mr and Professor. CoRR Tosin P. Adewumi, Marcus Liwicki
2019	B	`conf`	Subword Semantic Hashing for Intent Classification on Small Datasets. IJCNN Kumar Shridhar, Ayushman Dash, Amit Sahu, Gustav Grund Pihlgren, Pedro Alonso, Vinaychandran Pondenkandath, György Kovács, Foteini Simistira, Marcus Liwicki
2019	—	`conf`	Survey of Artificial Intelligence for Card Games and Its Application to the Swiss Game Jass. SDS Joel Niklaus, Michele Alberti, Vinaychandran Pondenkandath, Rolf Ingold, Marcus Liwicki
2019	J	`jnl`	Survey of Artificial Intelligence for Card Games and Its Application to the Swiss Game Jass. CoRR Joel Niklaus, Michele Alberti, Vinaychandran Pondenkandath, Rolf Ingold, Marcus Liwicki
2019	J	`jnl`	Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks. CoRR Michele Alberti, Angela Botros, Narayan Schütz, Rolf Ingold, Marcus Liwicki, Mathias Seuret
2019	—	`conf`	Trilingual 3D Script Identification and Recognition using Leap Motion Sensor. WML@ICDAR Rajkumar Saini, Pradeep Kumar, Shweta Patidar, Partha Pratim Roy, Marcus Liwicki
2019	J	`jnl`	Using Deep Object Features for Image Descriptions. CoRR Ashutosh Mishra, Marcus Liwicki
2018	B	`conf`	A Semi-automatized Modular Annotation Tool for Ancient Manuscript Annotation. DAS Mathias Seuret, Manuel Bouillon, Fotini Simistira, Marcel Würsch, Marcus Liwicki, Rolf Ingold
2018	J	`jnl`	Are You Tampering With My Data? CoRR Michele Alberti, Vinaychandran Pondenkandath, Marcel Würsch, Manuel Bouillon, Mathias Seuret, Rolf Ingold, Marcus Liwicki
2018	—	`conf`	Are You Tampering with My Data? ECCV Workshops (2) Michele Alberti, Vinaychandran Pondenkandath, Marcel Würsch, Manuel Bouillon, Mathias Seuret, Rolf Ingold, Marcus Liwicki
2018	J	`jnl`	Bidirectional Learning for Robust Neural Networks. CoRR Sidney Pontes-Filho, Marcus Liwicki
2018	B	`conf`	DeepDIVA: A Highly-Functional Python Framework for Reproducible Experiments. ICFHR Michele Alberti, Vinaychandran Pondenkandath, Marcel Würsch, Rolf Ingold, Marcus Liwicki
2018	J	`jnl`	DeepDIVA: A Highly-Functional Python Framework for Reproducible Experiments. CoRR Michele Alberti, Vinaychandran Pondenkandath, Marcel Würsch, Rolf Ingold, Marcus Liwicki
2018	B	`conf`	Identifying Cross-Depicted Historical Motifs. ICFHR Vinaychandran Pondenkandath, Michele Alberti, Nicole Eichenberger, Rolf Ingold, Marcus Liwicki
2018	J	`jnl`	Identifying Cross-Depicted Historical Motifs. CoRR Vinaychandran Pondenkandath, Michele Alberti, Nicole Eichenberger, Rolf Ingold, Marcus Liwicki
2018	J	`jnl`	Leveraging Random Label Memorization for Unsupervised Pre-Training. CoRR Vinaychandran Pondenkandath, Michele Alberti, Sammer Puran, Rolf Ingold, Marcus Liwicki
2018	—	`conf`	Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks. S+SSPR Paul Maergner, Vinaychandran Pondenkandath, Michele Alberti, Marcus Liwicki, Kaspar Riesen, Rolf Ingold, Andreas Fischer
2018	J	`jnl`	Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks. CoRR Paul Maergner, Vinaychandran Pondenkandath, Michele Alberti, Marcus Liwicki, Kaspar Riesen, Rolf Ingold, Andreas Fischer
2018	B	`conf`	Recognizing Challenging Handwritten Annotations with Fully Convolutional Networks. ICFHR Andreas Kölsch, Ashutosh Mishra, Saurabh Varshneya, Muhammad Zeshan Afzal, Marcus Liwicki
2018	J	`jnl`	Recognizing Challenging Handwritten Annotations with Fully Convolutional Networks. CoRR Andreas Kölsch, Ashutosh Mishra, Saurabh Varshneya, Marcus Liwicki
2018	—	`conf`	Space Anomalies in OCRs for Arabic Like Scripts. ASAR Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel
2018	J	`jnl`	Subword Semantic Hashing for Intent Classification on Small Datasets. CoRR Kumar Shridhar, Amit Sahu, Ayushman Dash, Pedro Alonso, Gustav Pihlgren, Vinay Pondeknath, Fotini Simistira, Marcus Liwicki
2018	J	`jnl`	Symbol Grounding Association in Multimodal Sequences with Missing Elements. J. Artif. Intell. Res. Federico Raue, Andreas Dengel, Thomas M. Breuel, Marcus Liwicki
2018	B	`conf`	Web Services in Document Image Analysis - Recent Developments on DIVAServices and the Importance of Building an Ecosystem. DAS Marcel Würsch, Marcus Liwicki, Rolf Ingold
2018	—	`ch.`	iMuSciCA: Interactive Music Science Collaborative Activities for STEAM Learning. Designing for the User Experience in Learning Systems Vassilis Katsouros, Evita F. Fotinea, Renaat Frans, Erica Andreotti, Petros Stergiopoulos, Manolis Chaniotakis, Thomas Fischer, Robert Piéchaud, Zoltan Karpati, Pierre LaBorde, Daniel Martín-Albo, Fotini Simistira, Marcus Liwicki
2017	—	`conf`	Character-Level Dialect Identification in Arabic Using Long Short-Term Memory. CICLing (2) Karim Sayadi, Mansour Hamidi, Marc Bui, Marcus Liwicki, Andreas Fischer
2017	—	`conf`	Classless Association Using Neural Networks. ICANN (2) Federico Raue, Sebastian Palacio, Andreas Dengel, Marcus Liwicki
2017	A	`conf`	Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification. ICDAR Muhammad Zeshan Afzal, Andreas Kölsch, Sheraz Ahmed, Marcus Liwicki
2017	J	`jnl`	Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification. CoRR Muhammad Zeshan Afzal, Andreas Kölsch, Sheraz Ahmed, Marcus Liwicki
2017	—	`conf`	Deep Convolutional Neural Networks for Image Resolution Detection. HIP@ICDAR Felix Trier, Muhammad Zeshan Afzal, Markus Ebbecke, Marcus Liwicki
2017	J	`jnl`	DivaServices - A RESTful web service for Document Image Analysis methods. Digit. Scholarsh. Humanit. Marcel Würsch, Rolf Ingold, Marcus Liwicki
2017	—	`conf`	Exploiting State-of-the-Art Deep Learning Methods for Document Image Analysis. WML@ICDAR Vinaychandran Pondenkandath, Mathias Seuret, Rolf Ingold, Muhammad Zeshan Afzal, Marcus Liwicki
2017	—	`conf`	Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks. HIP@ICDAR Michele Alberti, Mathias Seuret, Vinaychandran Pondenkandath, Rolf Ingold, Marcus Liwicki
2017	J	`jnl`	Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks. CoRR Michele Alberti, Mathias Seuret, Vinaychandran Pondenkandath, Rolf Ingold, Marcus Liwicki
2017	A	`conf`	ICDAR2017 Competition on Layout Analysis for Challenging Medieval Manuscripts. ICDAR Fotini Simistira, Manuel Bouillon, Mathias Seuret, Marcel Würsch, Michele Alberti, Rolf Ingold, Marcus Liwicki
2017	—	`conf`	KHATT: A Deep Learning Benchmark on Arabic Script. MOCR@ICDAR Riaz Ahmad, Saeeda Naz, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel
2017	—	`conf`	Multilevel Context Representation for Improving Object Recognition. WML@ICDAR Andreas Kölsch, Muhammad Zeshan Afzal, Marcus Liwicki
2017	J	`jnl`	Multilevel Context Representation for Improving Object Recognition. CoRR Andreas Kölsch, Muhammad Zeshan Afzal, Marcus Liwicki
2017	—	`conf`	Open Evaluation Tool for Layout Analysis of Document Images. OST@ICDAR Michele Alberti, Manuel Bouillon, Rolf Ingold, Marcus Liwicki
2017	J	`jnl`	Open Evaluation Tool for Layout Analysis of Document Images. CoRR Michele Alberti, Manuel Bouillon, Rolf Ingold, Marcus Liwicki
2017	J	`jnl`	PCA-Initialized Deep Neural Networks Applied To Document Image Analysis. CoRR Mathias Seuret, Michele Alberti, Rolf Ingold, Marcus Liwicki
2017	A	`conf`	PCA-Initialized Deep Neural Networks Applied to Document Image Analysis. ICDAR Mathias Seuret, Michele Alberti, Marcus Liwicki, Rolf Ingold
2017	A	`conf`	Real-Time Document Image Classification Using Deep CNN and Extreme Learning Machines. ICDAR Andreas Kölsch, Muhammad Zeshan Afzal, Markus Ebbecke, Marcus Liwicki
2017	J	`jnl`	Real-Time Document Image Classification using Deep CNN and Extreme Learning Machines. CoRR Andreas Kölsch, Muhammad Zeshan Afzal, Markus Ebbecke, Marcus Liwicki
2017	—	`conf`	Robust Heartbeat-based Line Segmentation Methods for Regular Texts and Paratextual Elements. HIP@ICDAR Mathias Seuret, Daniel Stökl Ben Ezra, Marcus Liwicki
2017	A	`conf`	Selecting Fine-Tuned Features for Layout Analysis of Historical Documents. ICDAR Hao Wei, Mathias Seuret, Marcus Liwicki, Rolf Ingold, Pei Fu
2017	J	`jnl`	TAC-GAN - Text Conditioned Auxiliary Classifier Generative Adversarial Network. CoRR Ayushman Dash, John Cristian Borges Gamboa, Sheraz Ahmed, Marcus Liwicki, Muhammad Zeshan Afzal
2017	—	`conf`	Text-line segmentation of large titles and headings in Arabic like script. ASAR Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel
2017	—	`conf`	The Impact of Visual Similarities of Arabic-Like Scripts Regarding Learning in an OCR System. MOCR@ICDAR Riaz Ahmad, Saeeda Naz, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel
2017	J	`jnl`	The use of Gabor features for semi-automatically generated polyon-based ground truth of historical document images. Digit. Scholarsh. Humanit. Hao Wei, Mathias Seuret, Marcus Liwicki, Rolf Ingold
2017	J	`jnl`	Transforming Sensor Data to the Image Domain for Deep Learning - an Application to Footstep Detection. CoRR Monit Shah Singh, Vinaychandran Pondenkandath, Bo Zhou, Paul Lukowicz, Marcus Liwicki
2017	B	`conf`	Transforming sensor data to the image domain for deep learning - An application to footstep detection. IJCNN Monit Shah Singh, Vinaychandran Pondenkandath, Bo Zhou, Paul Lukowicz, Marcus Liwicki
2017	—	`conf`	Turning Document Image Analysis Methods into Web Services - An Example Using OCRopus. OST@ICDAR Marcel Würsch, Fotini Simistira, Rolf Ingold, Marcus Liwicki
2017	J	`jnl`	What You Expect is NOT What You Get! Questioning Reconstruction/Classification Correlation of Stacked Convolutional Auto-Encoder Features. CoRR Michele Alberti, Mathias Seuret, Rolf Ingold, Marcus Liwicki
2016	J	`jnl`	A Generic Method for Automatic Ground Truth Generation of Camera-captured Documents. CoRR Sheraz Ahmed, Muhammad Imran Malik, Muhammad Zeshan Afzal, Koichi Kise, Masakazu Iwamura, Andreas Dengel, Marcus Liwicki
2016	B	`conf`	Complete System for Text Line Extraction Using Convolutional Neural Networks and Watershed Transform. DAS Joan Pastor-Pellicer, Muhammad Zeshan Afzal, Marcus Liwicki, María José Castro Bleda
2016	B	`conf`	DIVA-HisDB: A Precisely Annotated Large Dataset of Challenging Medieval Manuscripts. ICFHR Fotini Simistira, Mathias Seuret, Nicole Eichenberger, Angelika Garz, Marcus Liwicki, Rolf Ingold
2016	—	`conf`	DIVAServices-Spotlight - Experimenting with Document Image Analysis Methods in the Web. DH Marcel Würsch, Michael Bärtschi, Rolf Ingold, Marcus Liwicki
2016	B	`conf`	KPTI: Katib's Pashto Text Imagebase and Deep Learning Benchmark. ICFHR Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Thomas M. Breuel, Andreas Dengel
2016	—	`ch.`	Latest Developments of LSTM Neural Networks with Applications of Document Image Analysis. Handbook of Pattern Recognition and Computer Vision Marcus Liwicki, Volkmar Frinken, Muhammad Zeshan Afzal
2016	B	`conf`	N-Light-N: A Highly-Adaptable Java Library for Document Analysis with Convolutional Auto-Encoders and Related Architectures. ICFHR Mathias Seuret, Rolf Ingold, Marcus Liwicki
2016	J	`jnl`	Optimizing recurrent reservoirs with neuro-evolution. Neurocomputing Sebastian Otte, Martin V. Butz, Danil Koryakin, Fabian Becker, Marcus Liwicki, Andreas Zell
2016	B	`conf`	Page Segmentation for Historical Document Images Based on Superpixel Classification with Unsupervised Feature Learning. DAS Kai Chen, Cheng-Lin Liu, Mathias Seuret, Marcus Liwicki, Jean Hennebert, Rolf Ingold
2016	B	`conf`	Page Segmentation for Historical Handwritten Document Images Using Conditional Random Fields. ICFHR Kai Chen, Mathias Seuret, Marcus Liwicki, Jean Hennebert, Cheng-Lin Liu, Rolf Ingold
2016	J	`jnl`	Redefining Binarization and the Visual Archetype. CoRR Anguelos Nicolaou, Marcus Liwicki
2016	B	`conf`	SDK Reinvented: Document Image Analysis Methods as RESTful Web Services. DAS Marcel Würsch, Rolf Ingold, Marcus Liwicki
2016	—	`conf`	Symbolic Association Using Parallel Multilayer Perceptron. ICANN (2) Federico Raue, Sebastian Palacio, Thomas M. Breuel, Wonmin Byeon, Andreas Dengel, Marcus Liwicki
2015	A	`conf`	A sequence learning approach for multiple script identification. ICDAR Adnan Ul-Hasan, Muhammad Zeshan Afzal, Faisal Shafait, Marcus Liwicki, Thomas M. Breuel
2015	B	`conf`	An analysis of Dynamic Cortex Memory networks. IJCNN Sebastian Otte, Andreas Zell, Marcus Liwicki
2015	—	`conf`	Clustering Historical Documents Based on the Reconstruction Error of Autoencoders. HIP@ICDAR Mathias Seuret, Andreas Fischer, Angelika Garz, Marcus Liwicki, Rolf Ingold
2015	A	`conf`	Combination of multiple aligned recognition outputs using WFST and LSTM. ICDAR Mayce Ibrahim Ali Al Azawi, Marcus Liwicki, Thomas M. Breuel
2015	A	`conf`	Curriculum learning for printed text line recognition of ligature-based scripts. ICDAR Adnan Ul-Hasan, Faisal Shafait, Marcus Liwicki
2015	J	`jnl`	Data Embedding into Characters. IEICE Trans. Inf. Syst. Koichi Kise, Shinichiro Omachi, Seiichi Uchida, Masakazu Iwamura, Marcus Liwicki
2015	J	`jnl`	DeXpression: Deep Convolutional Neural Network for Expression Recognition. CoRR Peter Burkert, Felix Trier, Muhammad Zeshan Afzal, Andreas Dengel, Marcus Liwicki
2015	A	`conf`	Deepdocclassifier: Document classification with deep Convolutional Neural Network. ICDAR Muhammad Zeshan Afzal, Samuele Capobianco, Muhammad Imran Malik, Simone Marinai, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki
2015	—	`conf`	Document Image Binarization using LSTM: A Sequence Learning Approach. HIP@ICDAR Muhammad Zeshan Afzal, Joan Pastor-Pellicer, Faisal Shafait, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki
2015	—	`conf`	Evaluation of Multi-Touch Gestures. GIL Jahrestagung Zeynep Tuncer, Mohamed Selim, Marcus Liwicki, Georg Kormann
2015	—	`conf`	Extraction of read text using a wearable eye tracker for automatic video annotation. UbiComp/ISWC Adjunct Mizuki Matsubara, Joachim Folz, Takumi Toyama, Marcus Liwicki, Andreas Dengel, Koichi Kise
2015	A	`conf`	Gradient-domain degradations for improving historical documents images layout analysis. ICDAR Mathias Seuret, Kai Chen, Nicole Eichenberger, Marcus Liwicki, Rolf Ingold
2015	—	`conf`	Ground truth model, tool, and dataset for layout analysis of historical documents. DRR Kai Chen, Mathias Seuret, Hao Wei, Marcus Liwicki, Jean Hennebert, Rolf Ingold
2015	A	`conf`	ICDAR2015 competition on signature verification and writer identification for on- and off-line skilled forgeries (SigWIcomp2015). ICDAR Muhammad Imran Malik, Sheraz Ahmed, Angelo Marcelli, Umapada Pal, Michael Blumenstein, Linda Alewijnse, Marcus Liwicki
2015	B	`conf`	Learning Recurrent Dynamics using Differential Evolution. ESANN Sebastian Otte, Fabian Becker, Martin V. Butz, Marcus Liwicki, Andreas Zell
2015	—	`conf`	Migrating the Classical Pen-and-Paper Based Conceptual Sketching of Architecture Plans Towards Computer Tools - Prototype Design and Evaluation. GREC Johannes Bayer, Syed Saqib Bukhari, Christoph Langenhan, Marcus Liwicki, Klaus-Dieter Althoff, Frank Petzold, Andreas Dengel
2015	A	`conf`	Page segmentation of historical document images with convolutional autoencoders. ICDAR Kai Chen, Mathias Seuret, Marcus Liwicki, Jean Hennebert, Rolf Ingold
2015	—	`conf`	Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation. NIPS Marijn F. Stollenga, Wonmin Byeon, Marcus Liwicki, Jürgen Schmidhuber
2015	J	`jnl`	Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation. CoRR Marijn F. Stollenga, Wonmin Byeon, Marcus Liwicki, Jürgen Schmidhuber
2015	A	`conf`	Parallel sequence classification using recurrent neural networks and alignment. ICDAR Federico Raue, Wonmin Byeon, Thomas M. Breuel, Marcus Liwicki
2015	Misc	`conf`	Quantifying reading habits: counting how many words you read. UbiComp Kai Kunze, Katsutoshi Masai, Masahiko Inami, Ömer Sacakli, Marcus Liwicki, Andreas Dengel, Shoya Ishimaru, Koichi Kise
2015	A	`conf`	Recognition of historical Greek polytonic scripts using LSTM networks. ICDAR Fotini Simistira, Adnan Ul-Hassan, Vassilis Papavassiliou, Basilis Gatos, Vassilis Katsouros, Marcus Liwicki
2015	A	`conf`	Recognizable units in Pashto language for OCR. ICDAR Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel, Thomas M. Breuel
2015	B	`conf`	Robust Visual Terrain Classification with Recurrent Neural Networks. ESANN Sebastian Otte, Stefan Laible, Richard Hanten, Marcus Liwicki, Andreas Zell
2015	A	`conf`	Scale and rotation invariant OCR for Pashto cursive script using MDLSTM network. ICDAR Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Thomas M. Breuel
2015	J	`jnl`	Scene analysis by mid-level attribute learning using 2D LSTM networks and an application to web-image tagging. Pattern Recognit. Lett. Wonmin Byeon, Marcus Liwicki, Thomas M. Breuel
2015	A*	`conf`	Scene labeling with LSTM recurrent neural networks. CVPR Wonmin Byeon, Thomas M. Breuel, Federico Raue, Marcus Liwicki
2015	—	`conf`	Selecting Autoencoder Features for Layout Analysis of Historical Documents. HIP@ICDAR Hao Wei, Mathias Seuret, Kai Chen, Andreas Fischer, Marcus Liwicki, Rolf Ingold
2015	J	`jnl`	Sparse Radial Sampling LBP for Writer Identification. CoRR Anguelos Nicolaou, Andrew D. Bagdanov, Marcus Liwicki, Dimosthenis Karatzas
2015	A	`conf`	Sparse radial sampling LBP for writer identification. ICDAR Anguelos Nicolaou, Andrew D. Bagdanov, Marcus Liwicki, Dimosthenis Karatzas
2015	J	`jnl`	Symbol Grounding Association in Multimodal Sequences with Missing Elements. CoRR Federico Raue, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki
2015	—	`conf`	Symbol Grounding in Multimodal Sequences using Recurrent Neural Networks. CoCo@NIPS Federico Raue, Wonmin Byeon, Thomas M. Breuel, Marcus Liwicki
2015	—	`conf`	Towards Extraction of Subjective Reading Incomprehension: Analysis of Eye Gaze Features. CHI Extended Abstracts Ayano Okoso, Takumi Toyama, Kai Kunze, Joachim Folz, Marcus Liwicki, Koichi Kise
2014	B	`ed.`	11th IAPR International Workshop on Document Analysis Systems, DAS 2014, Tours, France, April 7-10, 2014 DAS Jean-Yves Ramel, Marcus Liwicki, Jean-Marc Ogier, Koichi Kise, Ray Smith
2014	B	`conf`	A Combined System for Text Line Extraction and Handwriting Recognition in Historical Documents. Document Analysis Systems Andreas Fischer, Micheal Baechler, Angelika Garz, Marcus Liwicki, Rolf Ingold
2014	B	`conf`	Automatic Signature Stability Analysis and Verification Using Local Features. ICFHR Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel, Seiichi Uchida, Volkmar Frinken
2014	J	`jnl`	Automatic analysis and sketch-based retrieval of architectural floor plans. Pattern Recognit. Lett. Sheraz Ahmed, Markus Weber, Marcus Liwicki, Christoph Langenhan, Andreas Dengel, Frank Petzold
2014	J	`jnl`	Bridging the gap between handwriting recognition and knowledge management. Pattern Recognit. Lett. Marcus Liwicki, Sebastian Ebert, Andreas Dengel
2014	—	`conf`	Character-Level Alignment Using WFST and LSTM for Post-processing in Multi-script Recognition Systems - A Comparative Study. ICIAR (1) Mayce Ibrahim Ali Al Azawi, Adnan Ul-Hasan, Marcus Liwicki, Thomas M. Breuel
2014	C	`conf`	Dynamic Cortex Memory: Enhancing Recurrent Neural Networks for Gradient-Based Sequence Learning. ICANN Sebastian Otte, Marcus Liwicki, Andreas Zell
2014	—	`conf`	Fuzzy Subjective Sentiment Phrases: A Context Sensitive and Self-Maintaining Sentiment Lexicon. WI-IAT (2) Seyed Ali Bahrainian, Marcus Liwicki, Andreas Dengel
2014	B	`conf`	Hybrid Feature Selection for Historical Document Layout Analysis. ICFHR Hao Wei, Kai Chen, Rolf Ingold, Marcus Liwicki
2014	—	`conf`	Investigating Long Short-Term Memory Networks for Various Pattern Recognition Problems. MLDM Sebastian Otte, Marcus Liwicki, Dirk Krechel
2014	—	`conf`	Investigation of feature selection for historical document layout analysis. IPTA Hao Wei, Kai Chen, Anguelos Nicolaou, Marcus Liwicki, Rolf Ingold
2014	B	`conf`	LSTM-Based Early Recognition of Motion Patterns. ICPR Markus Weber, Marcus Liwicki, Didier Stricker, Christopher Schoelzel, Seiichi Uchida
2014	B	`conf`	Local Binary Patterns for Arabic Optical Font Recognition. Document Analysis Systems Anguelos Nicolaou, Fouad Slimane, Volker Märgner, Marcus Liwicki
2014	J	`jnl`	More than ink - Realization of a data-embedding pen. Pattern Recognit. Lett. Marcus Liwicki, Seiichi Uchida, Akira Yoshida, Masakazu Iwamura, Shinichiro Omachi, Koichi Kise
2014	B	`conf`	Online Signature Verification Based on Kolmogorov-Smirnov Distribution Distance. ICFHR Erika Griechisch, Muhammad Imran Malik, Marcus Liwicki
2014	B	`conf`	Page Segmentation for Historical Handwritten Document Images Using Color and Texture Features. ICFHR Kai Chen, Hao Wei, Jean Hennebert, Rolf Ingold, Marcus Liwicki
2014	B	`conf`	Pixel Level Handwritten and Printed Content Discrimination in Scanned Documents. ICFHR Mathias Seuret, Marcus Liwicki, Rolf Ingold
2014	B	`conf`	Robust Text Line Segmentation for Historical Manuscript Images Using Color and Texture. ICPR Kai Chen, Hao Wei, Marcus Liwicki, Jean Hennebert, Rolf Ingold
2014	J	`jnl`	Statistical segmentation and structural recognition for floor plan interpretation - Notation invariant structural element recognition. Int. J. Document Anal. Recognit. Lluís-Pere de las Heras, Sheraz Ahmed, Marcus Liwicki, Ernest Valveny, Gemma Sánchez
2014	B	`conf`	Texture Classification Using 2D LSTM Networks. ICPR Wonmin Byeon, Marcus Liwicki, Thomas M. Breuel
2013	A	`conf`	A Generic Method for Stamp Segmentation Using Part-Based Features. ICDAR Sheraz Ahmed, Faisal Shafait, Marcus Liwicki, Andreas Dengel
2013	A	`conf`	Automatic Ground Truth Generation of Camera Captured Documents Using Document Image Retrieval. ICDAR Sheraz Ahmed, Koichi Kise, Masakazu Iwamura, Marcus Liwicki, Andreas Dengel
2013	—	`conf`	Binarization with the Local Otsu Filter - Integral Histograms for Document Image Analysis. GREC Anguelos Nicolaou, Rolf Ingold, Marcus Liwicki
2013	A	`conf`	Continuous Partial-Order Planning for Multichannel Document Analysis: A Process-Driven Approach. ICDAR Kristin Stamm, Marcus Liwicki, Andreas Dengel
2013	A	`conf`	FREAK for Real Time Forensic Signature Verification. ICDAR Muhammad Imran Malik, Sheraz Ahmed, Marcus Liwicki, Andreas Dengel
2013	J	`jnl`	Graph-based retrieval of building information models for supporting the early design stages. Adv. Eng. Informatics Christoph Langenhan, Markus Weber, Marcus Liwicki, Frank Petzold, Andreas Dengel
2013	A	`conf`	ICDAR 2013 Competitions on Signature Verification and Writer Identification for On- and Offline Skilled Forgeries (SigWiComp 2013). ICDAR Muhammad Imran Malik, Marcus Liwicki, Linda Alewijnse, Wataru Ohyama, Michael Blumenstein, Bryan Found
2013	—	`conf`	Improved Contour-Based Corner Detection for Architectural Floor Plans. GREC Max Feltes, Sheraz Ahmed, Andreas Dengel, Marcus Liwicki
2013	—	`conf`	Investigating Long Short-Term Memory Networks for various Pattern Recognition Prolems. MLDM Posters Sebastian Otte, Marcus Liwicki, Dirk Krechel
2013	—	`conf`	JANNLab Neural Network Framework for Java. MLDM Posters Sebastian Otte, Dirk Krechel, Marcus Liwicki
2013	—	`conf`	Local Features for Forensic Signature Verification. ICIAP Workshops Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel
2013	A	`conf`	Online Signature Analysis Based on Accelerometric and Gyroscopic Pens and Legendre Series. ICDAR Erika Griechisch, Muhammad Imran Malik, Marcus Liwicki
2013	—	`conf`	Oriented Local Binary Patterns for Writer Identification. AFHA Anguelos Nicolaou, Marcus Liwicki, Rolf Ingold
2013	J	`jnl`	Orthogonal function representation for online signature verification: which features should be looked at? IET Biom. Marianela Parodi, Juan Carlos Gómez, Marcus Liwicki, Linda Alewijnse
2013	A	`conf`	Part-Based Automatic System in Comparison to Human Experts for Forensic Signature Verification. ICDAR Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel
2013	A	`conf`	Part-Based Recognition of Arbitrary Fonts. ICDAR Song Wang, Seiichi Uchida, Marcus Liwicki
2013	J	`jnl`	Part-based methods for handwritten digit recognition. Frontiers Comput. Sci. Song Wang, Seiichi Uchida, Marcus Liwicki, Yaokai Feng
2013	—	`ed.`	Proceedings of the 2nd ICDAR International Workshop on Automated Forensic Handwriting Analysis, AFHA 2013, Washington DC, USA, 22-23 August 2013 AFHA Muhammad Imran Malik, Marcus Liwicki, Linda Alewijnse, Michael Blumenstein, Charles E. H. Berger, Reinoud Stoel, Bryan Found
2013	A	`conf`	Text Line Extraction Using DMLP Classifiers for Historical Manuscripts. ICDAR Micheal Baechler, Marcus Liwicki, Rolf Ingold
2013	—	`conf`	WFST-based ground truth alignment for difficult historical documents with text modification and layout variations. DRR Mayce Ibrahim Ali Al Azawi, Marcus Liwicki, Thomas M. Breuel
2012	B	`conf`	A Signature Verification Framework for Digital Pen Applications. Document Analysis Systems Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel, Marcus Liwicki
2012	B	`conf`	Automatic Room Detection and Room Labeling from Architectural Floor Plans. Document Analysis Systems Sheraz Ahmed, Marcus Liwicki, Markus Weber, Andreas Dengel
2012	—	`conf`	CoVidA: pen-based collaborative video annotation. VIGTA@AVI Tobias Zimmermann, Markus Weber, Marcus Liwicki, Didier Stricker
2012	B	`conf`	Extraction of Text Touching Graphics Using SURF. Document Analysis Systems Sheraz Ahmed, Marcus Liwicki, Andreas Dengel
2012	J	`jnl`	Faster subgraph isomorphism detection by well-founded total order indexing. Pattern Recognit. Lett. Markus Weber, Marcus Liwicki, Andreas Dengel
2012	B	`conf`	From Terminology to Evaluation: Performance Assessment of Automatic Signature Verification Systems. ICFHR Muhammad Imran Malik, Marcus Liwicki
2012	B	`conf`	ICFHR 2012 Competition on Automatic Forensic Signature Verification (4NsigComp 2012). ICFHR Marcus Liwicki, Muhammad Imran Malik, Linda Alewijnse, C. Elisa van den Heuvel, Bryan Found
2012	B	`conf`	Koios++: A Query-Answering System for Handwritten Input. Document Analysis Systems Marcus Liwicki, Björn Forcher, Philipp Jaeger, Andreas Dengel
2012	B	`conf`	Local Feature Based Online Mode Detection with Recurrent Neural Networks. ICFHR Sebastian Otte, Dirk Krechel, Marcus Liwicki, Andreas Dengel
2012	—	`ch.`	Neural Networks for Handwriting Recognition. Computational Intelligence Paradigms in Advanced Pattern Classification Marcus Liwicki, Alex Graves, Horst Bunke
2012	B	`conf`	Online Signature Verification Based on Legendre Series Representation: Robustness Assessment of Different Feature Combinations. ICFHR Marianela Parodi, Juan Carlos Gómez, Marcus Liwicki
2012	—	`conf`	Optimized SIFT Feature Matching for Image Retrieval. Adaptive Multimedia Retrieval Christian Schulze, Marcus Liwicki
2012	B	`conf`	Part-based method on handwritten texts. ICPR Song Wang, Seiichi Uchida, Marcus Liwicki
2012	B	`conf`	Seamless Integration of Handwriting Recognition into Pen-Enabled Displays for Fast User Interaction. Document Analysis Systems Marcus Liwicki, Markus Weber, Tobias Zimmermann, Andreas Dengel
2012	J	`jnl`	Semantic E-Ink: Knowledge-Based Assistance for Making Mental Models Explicit. Int. J. Pattern Recognit. Artif. Intell. Andreas Dengel, Marcus Liwicki
2012	B	`conf`	Signature Segmentation from Document Images. ICFHR Sheraz Ahmed, Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel
2012	B	`conf`	Toward Part-Based Document Image Decoding. Document Analysis Systems Wang Song, Seiichi Uchida, Marcus Liwicki
2012	B	`conf`	Unsupervised motion pattern learning for motion segmentation. ICPR Markus Weber, Gabriele Bleser, Marcus Liwicki, Didier Stricker
2011	—	`conf`	An Intelligent Shopping List - Combining Digital Paper with Product Ontologies. KES (4) Marcus Liwicki, Sandra Thieme, Gerrit Kahl, Andreas Dengel
2011	J	`jnl`	Automatic gender detection using on-line and off-line information. Pattern Anal. Appl. Marcus Liwicki, Andreas Schlapbach, Horst Bunke
2011	J	`jnl`	Combining diverse systems for handwritten text line recognition. Mach. Vis. Appl. Marcus Liwicki, Horst Bunke, James A. Pittman, Stefan Knerr
2011	A	`conf`	Comparative Study of Part-Based Handwritten Character Recognition Methods. ICDAR Wang Song, Seiichi Uchida, Marcus Liwicki
2011	B	`conf`	Digital pen in mammography patient forms. ICMI Daniel Sonntag, Marcus Liwicki, Markus Weber
2011	—	`conf`	Evaluation of Local and Global Features for Offline Signature Verification. AFHA Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel
2011	C	`conf`	Fast Subgraph Isomorphism Detection for Graph-Based Retrieval. ICCBR Markus Weber, Christoph Langenhan, Thomas Roth-Berghofer, Marcus Liwicki, Andreas Dengel, Frank Petzold
2011	—	`conf`	From Handwriting Recognition to Ontologie-Based Information Extraction of Handwritten Notes. KES (4) Marcus Liwicki, Sebastian Ebert, Andreas Dengel
2011	—	`conf`	Handwriting on Paper as a Cybermedium. KES (4) Akira Yoshida, Marcus Liwicki, Seiichi Uchida, Masakazu Iwamura, Shinichiro Omachi, Koichi Kise
2011	A	`conf`	Improved Automatic Analysis of Architectural Floor Plans. ICDAR Sheraz Ahmed, Marcus Liwicki, Markus Weber, Andreas Dengel
2011	—	`conf`	Indexing with Well-Founded Total Order for Faster Subgraph Isomorphism Detection. GbRPR Markus Weber, Marcus Liwicki, Andreas Dengel
2011	A	`conf`	Interactive paper for radiology findings. IUI Daniel Sonntag, Marcus Liwicki, Markus Weber
2011	A	`conf`	Look Inside the World of Parts of Handwritten Characters. ICDAR Wang Song, Seiichi Uchida, Marcus Liwicki
2011	A	`conf`	MCS for Online Mode Detection: Evaluation on Pen-Enabled Multi-touch Interfaces. ICDAR Markus Weber, Marcus Liwicki, Yannik T. H. Schelske, Christopher Schoelzel, Florian Strauß, Andreas Dengel
2011	—	`ed.`	Proceedings of the 1st International Workshop on Automated Forensic Handwriting Analysis: A Satellite Workshop of ICDAR-2011, Beijing, China, September 17-18, 2011 AFHA Marcus Liwicki, Michael Blumenstein, Bryan Found, C. Elisa van den Heuvel, Charles E. H. Berger, Reinoud Stoel
2011	A	`conf`	Reliable Online Stroke Recovery from Offline Data with the Data-Embedding Pen. ICDAR Marcus Liwicki, Akira Yoshida, Seiichi Uchida, Masakazu Iwamura, Shinichiro Omachi, Koichi Kise
2011	A	`conf`	Signature Verification Competition for Online and Offline Skilled Forgeries (SigComp2011). ICDAR Marcus Liwicki, Muhammad Imran Malik, C. Elisa van den Heuvel, Xiaohong Chen, Charles E. H. Berger, Reinoud Stoel, Michael Blumenstein, Bryan Found
2011	A	`conf`	Text/Graphics Segmentation in Architectural Floor Plans. ICDAR Sheraz Ahmed, Markus Weber, Marcus Liwicki, Andreas Dengel
2011	—	`conf`	Touch & Write: Penabled Collaborative Intelligence. KTW Andreas Dengel, Marcus Liwicki, Markus Weber
2010	B	`conf`	Analysis of Local Features for Handwritten Character Recognition. ICPR Seiichi Uchida, Marcus Liwicki
2010	B	`conf`	Data-embedding pen: augmenting ink strokes with meta-information. Document Analysis Systems Marcus Liwicki, Seiichi Uchida, Masakazu Iwamura, Shinichiro Omachi, Koichi Kise
2010	B	`conf`	Embedding Meta-Information in Handwriting -- Reed-Solomon for Reliable Error Correction. ICFHR Marcus Liwicki, Seiichi Uchida, Masakazu Iwamura, Shinichiro Omachi, Koichi Kise
2010	B	`conf`	Forensic Signature Verification Competition 4NSigComp2010 - Detection of Simulated and Disguised Signatures. ICFHR Marcus Liwicki, C. Elisa van den Heuvel, Bryan Found, Muhammad Imran Malik
2010	B	`conf`	IAMonDo-database: an online handwritten document database with non-uniform contents. Document Analysis Systems Emanuel Indermühle, Marcus Liwicki, Horst Bunke
2010	B	`conf`	Improving handwriting recognition by the use of semantic information. Document Analysis Systems Marcus Liwicki, Hassan Mohamed Abou Eisha, Andreas Dengel
2010	B	`conf`	Ontology-Based Information Extraction from Handwritten Documents. ICFHR Sebastian Ebert, Marcus Liwicki, Andreas Dengel
2010	B	`conf`	Part-Based Recognition of Handwritten Characters. ICFHR Seiichi Uchida, Marcus Liwicki
2010	B	`conf`	Touch & Write: a multi-touch table with pen-input. Document Analysis Systems Marcus Liwicki, Oleg Rostanin, Saher Mohamed El-Neklawy, Andreas Dengel
2010	B	`conf`	a.SCAtch - A Sketch-Based Retrieval for Architectural Floor Plans. ICFHR Markus Weber, Marcus Liwicki, Andreas Dengel
2010	C	`conf`	a.SCatch: Semantic Structure for Architectural Floor Plan Retrieval. ICCBR Markus Weber, Christoph Langenhan, Thomas Roth-Berghofer, Marcus Liwicki, Andreas Dengel, Frank Petzold
2009	J	`jnl`	A Novel Connectionist System for Unconstrained Handwriting Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Alex Graves, Marcus Liwicki, Santiago Fernández, Roman Bertolami, Horst Bunke, Jürgen Schmidhuber
2009	—	`conf`	A Paper-based Technology for Personal Knowledge Management. Wissensmanagement Kinga Schumacher, Marcus Liwicki, Andreas Dengel
2009	Misc	`conf`	Automatic Recognition and Interpretation of Pen- and Paper-Based Document Annotations. KI Marcus Liwicki, Markus Weber, Andreas Dengel
2009	A	`conf`	Combining Alignment Results for Historical Handwritten Document Analysis. ICDAR Emanuel Indermühle, Marcus Liwicki, Horst Bunke
2009	J	`jnl`	Combining diverse on-line and off-line systems for handwritten text line recognition. Pattern Recognit. Marcus Liwicki, Horst Bunke
2009	J	`jnl`	Feature Selection for HMM and BLSTM Based Handwriting Recognition of Whiteboard Notes. Int. J. Pattern Recognit. Artif. Intell. Marcus Liwicki, Horst Bunke
2009	A	`conf`	Language Model Integration for the Recognition of Handwritten Medieval Documents. ICDAR Markus Wüthrich, Marcus Liwicki, Andreas Fischer, Emanuel Indermühle, Horst Bunke, Gabriel Viehhauser, Michael Stolz
2008	J	`jnl`	A writer identification system for on-line whiteboard data. Pattern Recognit. Andreas Schlapbach, Marcus Liwicki, Horst Bunke
2008	—	`book`	Recognition of Whiteboard Notes - Online, Offline and Combination Marcus Liwicki, Horst Bunke
2008	B	`conf`	Writer-Dependent Recognition of Handwritten Whiteboard Notes in Smart Meeting Room Environments. Document Analysis Systems Marcus Liwicki, Andreas Schlapbach, Horst Bunke
2007	A	`conf`	Combining On-Line and Off-Line Systems for Handwriting Recognition. ICDAR Marcus Liwicki, Horst Bunke
2007	J	`jnl`	Handwriting Recognition of Whiteboard Notes - Studying the Influence of Training Set Size and Type. Int. J. Pattern Recognit. Artif. Intell. Marcus Liwicki, Horst Bunke
2007	A	`conf`	On-Line Handwritten Text Line Detection Using Dynamic Programming. ICDAR Marcus Liwicki, Emanuel Indermühle, Horst Bunke
2007	—	`conf`	Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks. NIPS Alex Graves, Santiago Fernández, Marcus Liwicki, Horst Bunke, Jürgen Schmidhuber
2006	C	`conf`	Chalklets: Developing Applications for a Board Environment. ISM Lars Knipping, Marcus Liwicki
2006	—	`conf`	Word Extraction from On-Line Handwritten Text Lines. ICPR (2) Marcus Liwicki, Mathias Scherz, Horst Bunke
2006	B	`conf`	Writer Identification for Smart Meeting Room Systems. Document Analysis Systems Marcus Liwicki, Andreas Schlapbach, Horst Bunke, Samy Bengio, Johnny Mariéthoz, Jonas Richiardi
2005	A	`conf`	Enhancing Training Data for Handwriting Recognition of Whiteboard Notes with Samples from a Different Database. ICDAR Marcus Liwicki, Horst Bunke
2005	A	`conf`	IAM-OnDB - an On-Line English Sentence Database Acquired from Handwritten Text on a Whiteboard. ICDAR Marcus Liwicki, Horst Bunke
2005	—	`conf`	Recognizing and Simulating Sketched Logic Circuits. KES (3) Marcus Liwicki, Lars Knipping