no code implementations • 7 May 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
The paper presents a comparative validation study of different vision-based methods for instrument segmentation and tracking in the context of robotic as well as conventional laparoscopic surgery.
4 code implementations • 23 Jan 2018 • Martin Thoma
This paper describes the WiLI-2018 benchmark dataset for monolingual written natural language identification.
1 code implementation • 31 Jul 2017 • Martin Thoma
Other results, such as the positive impact of learned color transformation on the test accuracy could not be confirmed.
3 code implementations • 29 Jan 2017 • Martin Thoma
This paper describes the HASYv2 dataset.
no code implementations • 21 Feb 2016 • Martin Thoma
This survey gives an overview over different techniques used for pixel-level semantic segmentation.
no code implementations • 12 Jan 2016 • Martin Thoma
Recent machine learning techniques can be modified to produce creative results.
no code implementations • 29 Nov 2015 • Martin Thoma
Finding the name of an unknown symbol is often hard, but writing the symbol is easy.
no code implementations • 23 Nov 2015 • Martin Thoma
Die von Aggarwal und Li beschriebene experimentelle Analyse ergab, dass er auch auf dynamischen Graphen mit 19396 bzw.
no code implementations • 2 Nov 2015 • Sebastian Bittel, Vitali Kaiser, Marvin Teichmann, Martin Thoma
Pixel-wise street segmentation of photographs taken from a drivers perspective is important for self-driving cars and can also support other object recognition tasks.