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Nikolas Hesse
Nikolas Hesse
University Children's Hospital Zurich
Verified email at kispi.uzh.ch
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Year
Computer vision for medical infant motion analysis: state of the art and RGB-D data set
N Hesse, C Bodensteiner, M Arens, UG Hofmann, R Weinberger, ...
Computer Vision - ECCV 2018 Workshops, 32-49, 2018
762018
Learning an infant body model from RGB-D data for accurate full body motion analysis
N Hesse, S Pujades, J Romero, MJ Black, C Bodensteiner, M Arens, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
742018
Learning and Tracking the 3D Body Shape of Freely Moving Infants from RGB-D sequences
N Hesse, S Pujades, M Black, M Arens, U Hofmann, S Schroeder
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019
642019
Multi-view facial expression recognition using local appearance features
N Hesse, T Gehrig, H Gao, HK Ekenel
Proceedings of the 21st International Conference on Pattern Recognition …, 2012
632012
The virtual caliper: rapid creation of metrically accurate avatars from 3D measurements
S Pujades, B Mohler, A Thaler, J Tesch, N Mahmood, N Hesse, ...
IEEE transactions on visualization and computer graphics 25 (5), 1887-1897, 2019
512019
Estimating body pose of infants in depth images using random ferns
N Hesse, G Stachowiak, T Breuer, M Arens
Proceedings of the IEEE International Conference on Computer Vision …, 2015
442015
Body pose estimation in depth images for infant motion analysis
N Hesse, AS Schröder, W Müller-Felber, C Bodensteiner, M Arens, ...
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
322017
General Movement Assessment from videos of computed 3D infant body models is equally effective compared to conventional RGB video rating
AS Schroeder, N Hesse, R Weinberger, U Tacke, L Gerstl, A Hilgendorff, ...
Early human development 144, 104967, 2020
262020
Markerless motion analysis for early detection of infantile movement disorders
N Hesse, A Sebastian Schroeder, W Müller-Felber, C Bodensteiner, ...
EMBEC & NBC 2017: Joint Conference of the European Medical and Biological …, 2018
132018
Skinned Multi-Person Linear Model
S Pujades, J Romero, M Black, N Hesse
US Patent App. 16/550,266, 2020
122020
Markerless motion tracking to quantify behavioral changes during robot-assisted gait training: A validation study
F van Dellen, N Hesse, R Labruyère
Frontiers in Robotics and AI 10, 1155542, 2023
52023
Concurrent validity of a custom method for markerless 3d full-body motion tracking of children and young adults based on a single rgb-d camera
N Hesse, S Baumgartner, A Gut, HJA van Hedel
IEEE Transactions on Neural Systems and Rehabilitation Engineering 31, 1943-1951, 2023
52023
Quantitative motion measurements based on markerless 3D full-body tracking in children with SMA highly correlate with standardized motor assessments
A Blaschek, N Hesse, B Warken, K Vill, T Well, C Hodek, F Heinen, ...
Journal of Neuromuscular Diseases 9 (1), 121-128, 2022
32022
Multi-view facial expression classification
N Hesse
Diploma Karlsruher Institutfür Technologie, 2011
32011
Analyse der Spontanmotorik im 1. Lebensjahr: Markerlose 3-D-Bewegungserfassung zur Früherkennung von Entwicklungsstörungen
C Parisi, N Hesse, U Tacke, S Pujades, A Blaschek, M Hadders-Algra, ...
Bundesgesundheitsblatt-Gesundheitsforschung-Gesundheitsschutz 63 (7), 881-890, 2020
22020
Developmental neurology–networked medicine and new perspectives
U Tacke, H Weigand-Brunnhölzl, A Hilgendorff, RM Giese, AW Flemmer, ...
Der Nervenarzt 88, 1395-1401, 2017
22017
Clustering trunk movements of children and adolescents with neurological gait disorders undergoing robot-assisted gait therapy: the functional ability determines if actuated …
F van Dellen, T Aurich-Schuler, N Hesse, R Labruyère
Journal of NeuroEngineering and Rehabilitation 20 (1), 71, 2023
12023
Skinned multi-infant linear body model
N Hesse, S Pujades, J Romero, M Black
US Patent 11,127,163, 2021
12021
Performance evaluation of image-based location recognition approaches based on large-scale UAV imagery
N Hesse, C Bodensteiner, M Arens
Electro-Optical Remote Sensing, Photonic Technologies, and Applications VIII …, 2014
12014
Analysis of motor development within the first year of life: 3-D motion tracking without markers for early detection of developmental disorders
C Parisi, N Hesse, U Tacke, S Pujades Rocamora, A Blaschek, ...
Bundesgesundheitsblatt-Gesundheitsforschung-Gesundheitsschutz 63, 881-890, 2020
2020
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