Synthetic Image Rendering Solves Annotation Problem in Deep Learning Nanoparticle Segmentation

Nov 20, 2020
Leonid Mill, David Wolff, Nele Gerrits, Patrick Philipp, Lasse Kling, Florian Vollnhals, Andrew Ignatenko, Christian Jaremenko, Yixing Huang, Olivier De Castro, Jean-Nicolas Audinot, Inge Nelissen, Tom Wirtz, Andreas Maier, Silke Christiansen

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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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Maximum a posteriori signal recovery for optical coherence tomography angiography image generation and denoising

Oct 29, 2020
Lennart Husvogt, Stefan B. Ploner, Siyu Chen, Daniel Stromer, Julia Schottenhamml, A. Yasin Alibhai, Eric Moult, Nadia K. Waheed, James G. Fujimoto, Andreas Maier

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* 14 pages, 4 figures, to be published in Biomedical Optics Express 

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Reconstruction of Voxels with Position- and Angle-Dependent Weightings

Oct 27, 2020
Lina Felsner, Tobias Würfl, Christopher Syben, Philipp Roser, Alexander Preuhs, Andreas Maier, Christian Riess

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* This paper was originally published at the 6th International Conference on Image Formation in X-Ray Computed Tomography (CTmeeting 2020) 

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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

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* ICFHR 2020 

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Automatic CAD-RADS Scoring Using Deep Learning

Oct 05, 2020
Felix Denzinger, Michael Wels, Katharina Breininger, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas Maier

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* Published at MICCAI 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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Graph convolutional regression of cardiac depolarization from sparse endocardial maps

Sep 28, 2020
Felix Meister, Tiziano Passerini, Chloé Audigier, Èric Lluch, Viorel Mihalef, Hiroshi Ashikaga, Andreas Maier, Henry Halperin, Tommaso Mansi

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* Accepted at the MICCAI 2020 Workshop Statistical Atlases and Computational Modeling of the Heart (STACOM) 

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Cephalogram Synthesis and Landmark Detection in Dental Cone-Beam CT Systems

Sep 09, 2020
Yixing Huang, Fuxin Fan, Christopher Syben, Philipp Roser, Leonid Mill, Andreas Maier

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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

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

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Dogs as Model for Human Breast Cancer: A Completely Annotated Whole Slide Image Dataset

Aug 24, 2020
Marc Aubreville, Christof A. Bertram, Taryn A. Donovan, Christian Marzahl, Andreas Maier, Robert Klopfleisch

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* 11 pages, 5 figures 

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The Effect of Various Strengths of Noises and Data Augmentations on Classification of Short Single-Lead ECG Signals Using Deep Neural Networks

Aug 14, 2020
Faezeh Nejati Hatamian, AmirAbbas Davari, Andreas Maier

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A Learning-based Method for Online Adjustment of C-arm Cone-Beam CT Source Trajectories for Artifact Avoidance

Aug 14, 2020
Mareike Thies, Jan-Nico Zäch, Cong Gao, Russell Taylor, Nassir Navab, Andreas Maier, Mathias Unberath

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* 12 pages 

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Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation

Aug 05, 2020
Sebastian Guendel, Arnaud Arindra Adiyoso Setio, Sasa Grbic, Andreas Maier, Dorin Comaniciu

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* Accepted at MICCAI MLMI 2020 

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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

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* Accepted at DAS Workshop 2020 

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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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Are pathologist-defined labels reproducible? Comparison of the TUPAC16 mitotic figure dataset with an alternative set of labels

Jul 10, 2020
Christof A. Bertram, Mitko Veta, Christian Marzahl, Nikolas Stathonikos, Andreas Maier, Robert Klopfleisch, Marc Aubreville

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* 10 pages, submitted to LABELS@MICCAI 2020 

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Low Dose CT Denoising via Joint Bilateral Filtering and Intelligent Parameter Optimization

Jul 09, 2020
Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas Maier

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* 4 pages, 5 figures, 1 table. Accepted at CT Meeting 2020 

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JBFnet -- Low Dose CT Denoising by Trainable Joint Bilateral Filtering

Jul 09, 2020
Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas Maier

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* 10 pages, 4 figures, 1 table. Accepted at MICCAI2020 

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Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee

Jul 09, 2020
Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Bjoern M. Eskofier, Andreas Maier

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* 10 pages, 2 figures, 2 tables, accepted at MICCAI 2020 

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Simultaneous Estimation of X-ray Back-Scatter and Forward-Scatter using Multi-Task Learning

Jul 08, 2020
Philipp Roser, Xia Zhong, Annette Birkhold, Alexander Preuhs, Christopher Syben, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas Maier

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* 10 pages, 3 figures, 1 table, accepted at MICCAI 2020 

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Appearance Learning for Image-based Motion Estimation in Tomography

Jun 18, 2020
Alexander Preuhs, Michael Manhart, Philipp Roser, Elisabeth Hoppe, Yixing Huang, Marios Psychogios, Markus Kowarschik, Andreas Maier

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* Accepted at IEEE Transactions on Medical Imaging 

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Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images

May 20, 2020
Yixing Huang, Alexander Preuhs, Michael Manhart, Guenter Lauritsch, Andreas Maier

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* 10 pages, 9 figures 

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A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging

May 07, 2020
Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, Sulaiman Vesal, Nishant Ravikumar, Andreas Maier, Xin Yang, Pheng-Ann Heng, Dong Ni, Caizi Li, Qianqian Tong, Weixin Si, Elodie Puybareau, Younes Khoudli, Thierry Geraud, Chen Chen, Wenjia Bai, Daniel Rueckert, Lingchao Xu, Xiahai Zhuang, Xinzhe Luo, Shuman Jia, Maxime Sermesant, Yashu Liu, Kuanquan Wang, Davide Borra, Alessandro Masci, Cristiana Corsi, Coen de Vente, Mitko Veta, Rashed Karim, Chandrakanth Jayachandran Preetha, Sandy Engelhardt, Menyun Qiao, Yuanyuan Wang, Qian Tao, Marta Nunez-Garcia, Oscar Camara, Nicolo Savioli, Pablo Lamata, Jichao Zhao

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Projection Inpainting Using Partial Convolution for Metal Artifact Reduction

May 02, 2020
Lin Yuan, Yixing Huang, Andreas Maier

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* Technical Report 

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EXACT: A collaboration toolset for algorithm-aided annotation of almost everything

Apr 30, 2020
Christian Marzahl, Marc Aubreville, Christof A. Bertram, Jennifer Maier, Christian Bergler, Christine Kröger, Jörn Voigt, Robert Klopfleisch, Andreas Maier

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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

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

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Will we ever have Conscious Machines?

Mar 31, 2020
Patrick Krauss, Andreas Maier

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Spatio-Temporal Handwriting Imitation

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

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

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