Publications

2019

Learning and Tracking the 3D Body Shape of Freely Moving Infants from RGB-D sequences
Hesse, N., Pujades, S., Black, M. J., Arens, M., Hofmann, U. G., Schroeder, A. S.
Transactions on Pattern Analysis and Machine Intelligence, 42 (10), Special Issue on RGB-D Vision, pp. 2540-2551, 2019.
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2018

Learning an Infant Body Model from RGB-D Data for Accurate Full Body Motion Analysis
Hesse, N., Pujades, S., Romero, J., Black, M. J., Bodensteiner, C., Arens, M., Hofmann, U. G., Tacke, U., Hadders-Algra, M., Weinberger, R., Müller-Felber, W., Schroeder, A. S.
In International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), September 2018
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Computer Vision for Medical Infant Motion Analysis: State of the Art and RGB-D Data Set
Hesse, N., Bodensteiner, C., Arens, M., Hofmann, U. G., Weinberger, R., Schroeder, A. S.
In European Conference on Computer Vision Workshops (ECCVW), September 2018
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2017

Body Pose Estimation in Depth Images for Infant Motion Analysis
Hesse, N., Schröder, A. S., Müller-Felber, W., Bodensteiner, C., Arens, M., Hofmann, U. G.
39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2017
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Markerless Motion Analysis for Early Detection of Infantile Movement Disorders
Hesse, N., Schroeder, A. S., Müller-Felber, W., Bodensteiner, C., Arens, M., Hofmann, U. G.
EMBEC & NBC 2017: Joint Conference of the European Medical and Biological Engineering Conference (EMBEC) and the Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC) 2017, Springer Singapore
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Entwicklungsneurologie - vernetzte Medizin und neue Perspektiven
Tacke, U., Weigand-Brunnhölzl, H., Hilgendorff, A., Giese, R. M., Flemmer, A. W., König, H., Warken-Madelung, B., Arens, M., Hesse, N., Schroeder, A. S.
Der Nervenarzt, 2017
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2015

Estimating Body Pose of Infants in Depth Images Using Random Ferns
Hesse, N., Stachowiak, G., Breuer, T., Arens, M.
IEEE International Conference on Computer Vision Workshop (ICCVW) 2015
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