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 | 98 | 2018 |
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 | 90 | 2018 |
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 | 73 | 2019 |
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 | 72 | 2019 |
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 | 61 | 2012 |
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 | 49 | 2015 |
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 | 38 | 2017 |
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 | 30 | 2020 |
Skinned Multi-Person Linear Model S Pujades, J Romero, M Black, N Hesse US Patent App. 16/550,266, 2020 | 26 | 2020 |
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 | 13 | 2023 |
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 | 12 | 2018 |
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 | 9 | 2023 |
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 | 4 | 2022 |
Multi-view facial expression classification N Hesse Diploma Karlsruher Institutfür Technologie, 2011 | 3 | 2011 |
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 | 2 | 2020 |
Developmental neurology–networked medicine and new perspectives U Tacke, H Weigand-Brunnhölzl, A Hilgendorff, RM Giese, AW Flemmer, ... Der Nervenarzt 88, 1395-1401, 2017 | 2 | 2017 |
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 | 2 | 2014 |
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 | 1 | 2023 |
Skinned multi-infant linear body model N Hesse, S Pujades, J Romero, M Black US Patent 11,127,163, 2021 | 1 | 2021 |
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 | 1 | 2020 |