2020

Automatic and Objective Facial Palsy Grading Index Prediction using Deep Feature Regression.
Anish Raj and Oliver Mothes and Sven Sickert and Gerd F. Volk and Orlando Guntinas-Lichius and Joachim Denzler.
Annual Conference on Medical Image Understanding and Analysis (MIUA). 2020. (accepted)
[bibtex] [abstract]
Region-based Edge Convolutions with Geometric Attributes for the Semantic Segmentation of Large-scale 3D Point Clouds.
Jhonatan Contreras and Sven Sickert and Joachim Denzler.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 13 (1): pages 2598-2609. 2020.
[bibtex] [pdf] [web] [abstract]

2019

Automatically Estimating Forestal Characteristics in 3D Point Clouds using Deep Learning.
Jhonatan Contreras and Sven Sickert and Joachim Denzler.
iDiv Annual Conference 2019. 2019. Poster
[bibtex] [web] [abstract]
Automated Polyp Differentiation on Coloscopic Data using Semantic Segmentation with CNNs.
Marie Arlt and Jack Peter and Sven Sickert and Clemens-Alexander Brust and Joachim Denzler and Andreas Stallmach.
Endoscopy. 51 (04): pages 4. 2019.
[bibtex] [web] [abstract]
Intraoperative Online Image-guided Biopsie on the Basis of a Deep Learning Algorithm to the Automatic Detection of Head and Neck Carcinoma by Means of Real Time Near-Infrared ICG Fluorescence Endoscopy.
Andreas Dittberner and Sven Sickert and Joachim Denzler and Orlando Guntinas-Lichius.
Laryngo-Rhino-Otologie. 98 (S02): pages 115. 2019.
[bibtex] [web]

2018

Automated MRI Volumetry of the Olfactory Bulb.
Niclas Schmitt and Sven Sickert and Orlando Guntinas-Lichius and Thomas Bitter and Joachim Denzler.
Laryngo-Rhino-Otologie. 97 (S02): pages 36. 2018.
[bibtex] [web] [abstract]
Development of an Automatic Image Analysis Method by Deep Learning Methods for the Detection of Head and Neck Cancer Based on Standard Real-Time Near-Infrared ICG Fluorescence Endoscopy Images (NIR-ICG-FE).
Andreas Dittberner and Sven Sickert and Joachim Denzler and Orlando Guntinas-Lichius and Thomas Bitter and Sven Koscielny.
Laryngo-Rhino-Otologie. 97 (S02): pages 97. 2018.
[bibtex] [web] [abstract]

2017

Predicting Carbon Dioxide and Energy Fluxes with Empirical Approaches in FLUXNET.
Gianluca Tramontana and Martin Jung and Christopher R. Schwalm and Kazuhito Ichii and Gustau Camps-Valls and Botond Raduly and Markus Reichstein and M. Altaf Arain and Alessandro Cescatti and Gerard Kiely and Lutz Merbold and Penelope and Serrano-Ortiz and Sven Sickert and Sebastian Wolf and Dario Papale.
European Geosciences Union General Assembly. 2017. Poster
[bibtex] [web]
Semantic Segmentation of Outdoor Areas using 3D Moment Invariants and Contextual Cues.
Sven Sickert and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 165-176. 2017.
[bibtex] [pdf] [abstract]

2016

Predicting Carbon Dioxide and Energy Fluxes Across Global FLUXNET Sites with Regression Algorithms.
Gianluca Tramontana and Martin Jung and Christopher R. Schwalm and Kazuhito Ichii and Gustau Camps-Valls and Botond Raduly and Markus Reichstein and M. Altaf Arain and Alessandro Cescatti and Gerard Kiely and Lutz Merbold and Penelope Serrano-Ortiz and Sven Sickert and Sebastian Wolf and and Dario Papale.
Biogeosciences. 13 (14): pages 4291-4313. 2016.
[bibtex] [web] [abstract]
Neither Quick Nor Proper -- Evaluation of QuickProp for Learning Deep Neural Networks.
Clemens-Alexander Brust and Sven Sickert and Marcel Simon and Erik Rodner and Joachim Denzler. (2016)
[bibtex] [pdf] [abstract]
Semantic Volume Segmentation with Iterative Context Integration for Bio-medical Image Stacks.
Sven Sickert and Erik Rodner and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 26 (1): pages 197-204. 2016.
[bibtex] [pdf] [abstract]

2015

Convolutional Patch Networks with Spatial Prior for Road Detection and Urban Scene Understanding.
Clemens-Alexander Brust and Sven Sickert and Marcel Simon and Erik Rodner and Joachim Denzler.
Computer Vision Theory and Applications (VISAPP). Pages 510-517. 2015.
[bibtex] [pdf] [abstract]
Efficient Convolutional Patch Networks for Scene Understanding.
Clemens-Alexander Brust and Sven Sickert and Marcel Simon and Erik Rodner and Joachim Denzler. (2015) Poster presentation and extended abstract
[bibtex] [pdf] [abstract]

2014

Semantic Volume Segmentation with Iterative Context Integration.
Sven Sickert and Erik Rodner and Joachim Denzler.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 220-225. 2014.
[bibtex] [pdf] [web] [abstract]
An ensemble of global high-resolution products of energy fluxes over land.
Martin Jung and Kazuhito Ichii and Gustau Camps-Valls and Dario Papale and Gianluca Tramontana and Sven Sickert and Christopher Schwalm and Markus Reichstein.
International Scientific Conference on the Global Water and Energy Cycle (GEWEX). 2014. Poster
[bibtex] [abstract]