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Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery


May 07, 2018
Sebastian Bodenstedt, Max Allan, Anthony Agustinos, Xiaofei Du, Luis Garcia-Peraza-Herrera, Hannes Kenngott, Thomas Kurmann, Beat Müller-Stich, Sebastien Ourselin, Daniil Pakhomov, Raphael Sznitman, Marvin Teichmann, Martin Thoma, Tom Vercauteren, Sandrine Voros, Martin Wagner, Pamela Wochner, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel


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The WiLI benchmark dataset for written language identification


Jan 23, 2018
Martin Thoma

* {"pages": 12, "figures": 4, "language": "English", "author-ORCiD": ["https://orcid.org/0000-0002-6517-1690"]} 

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Analysis and Optimization of Convolutional Neural Network Architectures


Jul 31, 2017
Martin Thoma

* Master's thesis. 73 pages + 24 pages appendix; 39 figures; 33 tables 

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The HASYv2 dataset


Jan 29, 2017
Martin Thoma


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A Survey of Semantic Segmentation


May 11, 2016
Martin Thoma

* Fixed typo in accuracy metrics formula; added value range of accuracy metrics; consistent naming of variables 

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Creativity in Machine Learning


Jan 12, 2016
Martin Thoma

* 5 pages, 4 figures 

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On-line Recognition of Handwritten Mathematical Symbols


Nov 29, 2015
Martin Thoma


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Über die Klassifizierung von Knoten in dynamischen Netzwerken mit Inhalt


Nov 23, 2015
Martin Thoma

* in German. This term paper was handed in on 17.01.2014 

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Pixel-wise Segmentation of Street with Neural Networks


Nov 02, 2015
Sebastian Bittel, Vitali Kaiser, Marvin Teichmann, Martin Thoma


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