Vincent Christlein

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Exploring the Open World Using Incremental Extreme Value Machines.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Writer Retrieval and Writer Identification in Greek Papyri.

[BibT_eX]

[DOI]

Isabelle Marthot-Santaniello

Martin Mayr

Anguelos Nicolaou

Proceedings of the Intertwining Graphonomics with Human Movements, 2022

ArtFacePoints: High-Resolution Facial Landmark Detection in Paintings and Prints.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022

Combining Visual and Linguistic Models for a Robust Recipient Line Recognition in Historical Documents.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022

Is Multitask Learning Always Better?

[BibT_eX]

[DOI]

Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022

TorMentor: Deterministic dynamic-path, data augmentations with fractals.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-modal Retinal Image Registration.

[BibT_eX]

[DOI]

Sebastian Fassihi Dehcordi

Bettina Hohberger

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

First Steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain.

[BibT_eX]

[DOI]

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

2021

ICDAR 2021 Historical Document Classification Test Dataset for Task 1 - Font Groups.

[BibT_eX]

[DOI]

Dataset, June, 2021

ICDAR 2021 Historical Document Classification Dataset for Task 3 - Location.

[BibT_eX]

[DOI]

Dataset, May, 2021

ICDAR 2021 Historical Document Classification Dataset for Task 2 - Dating.

[BibT_eX]

[DOI]

Dataset, May, 2021

ICDAR 2021 Historical Document Classification Test Dataset for Task 1 - Scripts.

[BibT_eX]

[DOI]

Dataset, May, 2021

ChainLineNet: Deep-Learning-Based Segmentation and Parameterization of Chain Lines in Historical Prints.

[BibT_eX]

[DOI]

J. Imaging, 2021

Wearables-based multi-task gait and activity segmentation using recurrent neural networks.

[BibT_eX]

[DOI]

Christine F. Martindale

Philipp Klumpp

Björn M. Eskofier

Neurocomputing, 2021

HDPA: historical document processing and analysis framework.

[BibT_eX]

[DOI]

Evol. Syst., 2021

Module-Power Prediction from PL Measurements using Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Is Medical Chest X-ray Data Anonymous?

[BibT_eX]

[DOI]

CoRR, 2021

Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery.

[BibT_eX]

[DOI]

CoRR, 2021

How Will Your Tweet Be Received? Predicting the Sentiment Polarity of Tweet Replies.

[BibT_eX]

[DOI]

Soroosh Tayebi Arasteh

Hamidreza Naderi Boldaji

Mahshad Lotfinia

Stefan Evert

Proceedings of the 15th IEEE International Conference on Semantic Computing, 2021

Glacier Calving Front Segmentation Using Attention U-Net.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Bayesian U-Net for Segmenting Glaciers in Sar Imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm.

[BibT_eX]

[DOI]

Rosanna Dietrich-Sussner

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Craquelurenet: Matching The Crack Structure In Historical Paintings For Multi-Modal Image Registration.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

ICDAR 2021 Competition on Historical Document Classification.

[BibT_eX]

[DOI]

Anguelos Nicolaou

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

SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators.

[BibT_eX]

[DOI]

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

2020

Joint Super-Resolution and Rectification for Solar Cell Inspection.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Learning-based Pipeline for Module Power Prediction from EL Measurements.

[BibT_eX]

[DOI]

CoRR, 2020

Understanding Compositional Structures in Art Historical Images using Pose and Gaze Priors.

[BibT_eX]

[DOI]

CoRR, 2020

Proof of Concept: Automatic Type Recognition.

[BibT_eX]

[DOI]

Saskia Limbach

CoRR, 2020

Recursive Convolutional Neural Networks for Epigenomics.

[BibT_eX]

[DOI]

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

Automatic Chain Line Segmentation in Historical Prints.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Art2Contour: Salient Contour Detection in Artworks Using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

Towards End-to-End Deep Learning-based Writer Identification.

[BibT_eX]

[DOI]

Zhenghua Wang

Proceedings of the 50. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2020 - Back to the Future, Karlsruhe, Germany, 28. September, 2020

Proof of Concept.

[BibT_eX]

[DOI]

Proceedings of the 50. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2020 - Back to the Future, Karlsruhe, Germany, 28. September, 2020

Spatio-Temporal Handwriting Imitation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Understanding Compositional Structures in Art Historical Images Using Pose and Gaze Priors - Towards Scene Understanding in Digital Art History.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Deep Learning based Attribute Representation in Ancient Vase Paintings.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020

The rapid rise of Fraktur.

[BibT_eX]

[DOI]

Proceedings of the 7. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2020

The Notary in the Haystack - Countering Class Imbalance in Document Processing with CNNs.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

Re-Ranking for Writer Identification and Writer Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

Assistive Diagnosis in Opthalmology Using Deep Learning-Based Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

Bildanalyse.

[BibT_eX]

[DOI]

Proceedings of the Handbuch der Künstlichen Intelligenz, 6. Auflage, 2020

2019

Dataset of Pages from Early Printed Books with Multiple Font Groups.

[BibT_eX]

[DOI]

Saskia Limbach

Dataset, August, 2019

ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents [HisIR19] Dataset.

[BibT_eX]

[DOI]

Dataset, June, 2019

Handwriting Analysis with Focus on Writer Identification and Writer Retrieval.

[BibT_eX]

[DOI]

PhD thesis, 2019

Recognizing Characters in Art History Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Structuring and Understanding of Multimedia heritAge Contents, 2019

Weakly Supervised Segmentation of Cracks on Solar Cells Using Normalized Lp Norm.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Dataset of Pages from Early Printed Books with Multiple Font Groups.

[BibT_eX]

[DOI]

Saskia Limbach

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

Hybrid Training Data for Historical Text OCR.

[BibT_eX]

[DOI]

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

Deep Generalized Max Pooling.

[BibT_eX]

[DOI]

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

ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents.

[BibT_eX]

[DOI]

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

Automatic Font Group Recognition in Early Printed Books.

[BibT_eX]

[DOI]

Proceedings of the 6. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2019

Fast and Robust Detection of Solar Modules in Electroluminescence Images.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2019

2018

Deep Learning Computed Tomography: Learning Projection-Domain Weights From Image Domain in Limited Angle Problems.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2018

Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Learning for Sampling from Arbitrary Probability Distributions.

[BibT_eX]

[DOI]

CoRR, 2018

Non-deterministic Behavior of Ranking-Based Metrics When Evaluating Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Reproducible Research in Pattern Recognition, 2018

Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Towards Arbitrary Noise Augmentation - Deep Learning for Sampling from Arbitrary Probability Distributions.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Medical Image Reconstruction, 2018

Handwritten Text Recognition Error Rate Reduction in Historical Documents using Naive Transcribers.

[BibT_eX]

[DOI]

Proceedings of the GI-Workshop: Im Spannungsfeld zwischen Tool-Building und Forschung auf Augenhöhe, 2018

Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Non-destructive Digitization of Soiled Historical Chinese Bamboo Scrolls.

[BibT_eX]

[DOI]

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

Encoding CNN Activations for Writer Recognition.

[BibT_eX]

[DOI]

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

Deep Learning Fundamentals.

[BibT_eX]

[DOI]

Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

2017

Writer Identification Using GMM Supervectors and Exemplar-SVMs.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Image Registration for the Alignment of Digitized Historical Documents.

[BibT_eX]

[DOI]

CoRR, 2017

Sketch Layer Separation in Multi-Spectral Historical Document Images.

[BibT_eX]

[DOI]

CoRR, 2017

Browsing through Closed Books: Fully Automatic Book Page Extraction from a 3-D X-Ray CT Volume.

[BibT_eX]

[DOI]

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

ICDAR2017 Competition on Historical Document Writer Identification (Historical-WI).

[BibT_eX]

[DOI]

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

Unsupervised Feature Learning for Writer Identification and Writer Retrieval.

[BibT_eX]

[DOI]

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

GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2017

Tutorial: Deep Learning Advancing the State-of-the-Art in Medical Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016

Deep Learning Computed Tomography.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

3-D reconstruction of historical documents using an X-Ray C-Arm CT system.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Image and Vision Computing New Zealand, 2016

Vesselness for text detection in historical document images.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Automatische Typenbestimmung in historischen Drucken.

[BibT_eX]

[DOI]

Proceedings of the 3. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2016

Komponisten-Datenbanken / -Portale: Entwicklungsmöglich-keiten, Austauschformate und Vernetzungspotential.

[BibT_eX]

[DOI]

Proceedings of the 3. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2016

2015

Writer identification using VLAD encoded contour-Zernike moments.

[BibT_eX]

[DOI]

David Bernecker

Elli Angelopoulou

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

Binarization Driven Blind Deconvolution for Document Image Restoration.

[BibT_eX]

[DOI]

Thomas Köhler

Proceedings of the Pattern Recognition - 37th German Conference, 2015

Offline Writer Identification Using Convolutional Neural Network Activation Features.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 37th German Conference, 2015

2014

Writer identification and verification using GMM supervectors.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

2013

Representation Learning for Cloud Classification.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 35th German Conference, 2013

2012

An Evaluation of Popular Copy-Move Forgery Detection Approaches.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2012

2010

On rotation invariance in copy-move forgery detection.

[BibT_eX]

[DOI]

Christian Riess

Elli Angelopoulou

Proceedings of the 2010 IEEE International Workshop on Information Forensics and Security, 2010

A Study on Features for the Detection of Copy-Move Forgeries.

[BibT_eX]

[DOI]