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Module-Power Prediction from PL Measurements using Deep Learning


Aug 31, 2021
Mathis Hoffmann, Johannes Hepp, Bernd Doll, Claudia Buerhop-Lutz, Ian Marius Peters, Christoph Brabec, Andreas Maier, Vincent Christlein


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SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators


May 21, 2021
Alexander Mattick, Martin Mayr, Mathias Seuret, Andreas Maier, Vincent Christlein

* to be published the in 16th International Conference on Document Analysis and Recognition 2021 ICDAR 

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


Apr 21, 2021
Soroosh Tayebi Arasteh, Mehrpad Monajem, Vincent Christlein, Philipp Heinrich, Anguelos Nicolaou, Hamidreza Naderi Boldaji, Mahshad Lotfinia, Stefan Evert

* 2021 IEEE 15th International Conference on Semantic Computing (ICSC), Laguna Hills, CA, USA, 2021, pp. 356-359 
* Published in 2021 IEEE 15th International Conference on Semantic Computing (ICSC) 

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Is Medical Chest X-ray Data Anonymous?


Mar 15, 2021
Kai Packhäuser, Sebastian Gündel, Nicolas Münster, Christopher Syben, Vincent Christlein, Andreas Maier

* Submission to Nature 

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


Mar 09, 2021
Amirabbas Davari, Saahil Islam, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein


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


Mar 09, 2021
Amirabbas Davari, Christoph Baller, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein


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Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm


Jan 14, 2021
Rosanna Dietrich-Sussner, Amirabbas Davari, Thorsten Seehaus, Matthias Braun, Vincent Christlein, Andreas Maier, Christian Riess


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Bayesian U-Net for Segmenting Glaciers in SAR Imagery


Jan 08, 2021
Andreas Hartmann, Amirabbas Davari, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein


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Glacier Calving Front Segmentation Using Attention U-Net


Jan 08, 2021
Michael Holzmann, Amirabbas Davari, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein


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Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning


Dec 10, 2020
Prathmesh Madhu, Angel Villar-Corrales, Ronak Kosti, Torsten Bendschus, Corinna Reinhardt, Peter Bell, Andreas Maier, Vincent Christlein

* Link to the repository containing the code to reproduce the experiments. For further details, please read the README. Link: https://anonymous.4open.science/r/3b1bd8ac-bd3a-4df6-8671-56d4f9bdbd8d/ 

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Joint Super-Resolution and Rectification for Solar Cell Inspection


Nov 10, 2020
Mathis Hoffmann, Thomas Köhler, Bernd Doll, Frank Schebesch, Florian Talkenberg, Ian Marius Peters, Christoph J. Brabec, Andreas Maier, Vincent Christlein


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ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments


Oct 20, 2020
Mathias Seuret, Anguelos Nicolaou, Dominique Stutzmann, Andreas Maier, Vincent Christlein

* ICFHR 2020 

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


Sep 30, 2020
Mathis Hoffmann, Claudia Buerhop-Lutz, Luca Reeb, Tobias Pickel, Thilo Winkler, Bernd Doll, Tobias Würfl, Ian Marius Peters, Christoph Brabec, Andreas Maier, Vincent Christlein


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


Sep 08, 2020
Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Peter Bell, Andreas Maier, Vincent Christlein

* To be Published in ECCV 2020 Workshops (VISART V) 

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


Jul 15, 2020
Martin Leipert, Georg Vogeler, Mathias Seuret, Andreas Maier, Vincent Christlein

* Accepted at DAS Workshop 2020 

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Proof of Concept: Automatic Type Recognition


Jul 15, 2020
Vincent Christlein, Nikolaus Weichselbaumer, Saskia Limbach, Mathias Seuret


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Re-ranking for Writer Identification and Writer Retrieval


Jul 14, 2020
Simon Jordan, Mathias Seuret, Pavel Král, Ladislav Lenc, Jiří Martínek, Barbara Wiermann, Tobias Schwinger, Andreas Maier, Vincent Christlein


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Recognizing Characters in Art History Using Deep Learning


Apr 01, 2020
Prathmesh Madhu, Ronak Kosti, Lara Mührenberg, Peter Bell, Andreas Maier, Vincent Christlein

* In Proceedings of the 1st Workshop on Structuring and Understanding of Multimedia heritAge Contents, pp. 15-22 (2019, October) 

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Spatio-Temporal Handwriting Imitation


Mar 24, 2020
Martin Mayr, Martin Stumpf, Anguelos Nikolaou, Mathias Seuret, Andreas Maier, Vincent Christlein

* Main paper: 14 pages, supplemental material: 8 pages 

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Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm


Jan 30, 2020
Martin Mayr, Mathis Hoffmann, Andreas Maier, Vincent Christlein

* ICIP'2019 

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ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents


Dec 08, 2019
Vincent Christlein, Anguelos Nicolaou, Mathias Seuret, Dominique Stutzmann, Andreas Maier


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Deep Generalized Max Pooling


Aug 14, 2019
Vincent Christlein, Lukas Spranger, Mathias Seuret, Anguelos Nicolaou, Pavel Král, Andreas Maier

* ICDAR'19 

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Fast and robust detection of solar modules in electroluminescence images


Jul 19, 2019
Mathis Hoffmann, Bernd Doll, Florian Talkenberg, Christoph J. Brabec, Andreas K. Maier, Vincent Christlein


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


Jul 10, 2018
Felix Horger, Tobias Würfl, Vincent Christlein, Andreas Maier


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Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images


Jul 08, 2018
Sergiu Deitsch, Vincent Christlein, Stephan Berger, Claudia Buerhop-Lutz, Andreas Maier, Florian Gallwitz, Christian Riess


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Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction


Jun 28, 2018
Maximilian Seitzer, Guang Yang, Jo Schlemper, Ozan Oktay, Tobias Würfl, Vincent Christlein, Tom Wong, Raad Mohiaddin, David Firmin, Jennifer Keegan, Daniel Rueckert, Andreas Maier

* To be published at MICCAI 2018 

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Non-deterministic Behavior of Ranking-based Metrics when Evaluating Embeddings


Jun 19, 2018
Anguelos Nicolaou, Sounak Dey, Vincent Christlein, Andreas Maier, Dimosthenis Karatzas


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


May 28, 2018
AmirAbbas Davari, Nikolaos Sakaltras, Armin Haeberle, Sulaiman Vesal, Vincent Christlein, Andreas Maier, Christian Riess


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