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Dr.-Ing. Thomas Neumann

Fakultät Informatik/Mathematik

E-Mail: thomas.neumann.2(at)htw-dresden.de
Homepage: http://www.drematrix.de/team/thomas-neumann/
ResearchGate: https://www.researchgate.net/profile/Thomas_Neumann10

17Publikationen
  • Analysis and Quantification of Repetitive Motion in Long-Term Rehabilitation
    POGRZEBA, Loreen, NEUMANN, Thomas, WACKER, Markus, JUNG, Bernhard, 2019. Analysis and Quantification of Repetitive Motion in Long-Term Rehabilitation. IEEE Journal of Biomedical and Health Informatics 23.3 (May 2019), pp. 1075–1085.. 10.1109/JBHI.2018. 2848103
  • Direct Incorporation of L1-Regularization into Generalized Matrix Learning Vector Quantization
    LISCHKE, Falko, NEUMANN, Thomas, HELLBACH, Sven, VILLMANN, Thomas, BÖHME, Hans-Joachim, 2018. Direct Incorporation of L1-Regularization into Generalized Matrix Learning Vector Quantization. In: International Conference on Artificial Intelligence and Soft Computing. 2018. pages: 657-667..
  • Combining biomechanical and data-driven Body Surface Models
    GASSEL, Stefanie, NEUMANN, Thomas, Wacker, Markus, 2017. Combining biomechanical and data-driven Body Surface Models. In: ACM SIGGRAPH 2017 Posters, Article No. 70 . ISBN 978-1-4503-5015-0. Verfügbar unter: DOI: 10.1145/3102163.3102169
  • Deep Learning and LVQ - Some first Results in Image Classification
    NEUMANN, Thomas, HELLBACH, Sven, WACKER, Markus, 2017. Deep Learning and LVQ - Some first Results in Image Classification. In: Mittweida Workshop on Computational Intelligence (MiWoCi 2017), Mittweida, 24.07.2017.
  • Towards estimation of muscle activity patterns for balance assessment from surface deformations in motion
    GASSEL, Stefanie, FRIEDRICH, Jens, KLINGNER, Mathias, LISCHKE, Falko, HELLBACH, Sven, NEUMANN, Thomas, BöHME, Hans-Joachim, WACKER, Markus, 2016. Towards estimation of muscle activity patterns for balance assessment from surface deformations in motion. Conf. Proc. of Neuromechanics, 4th-6th Oct., Heidelberg, Germany.
  • Compressed Manifold Modes for Mesh Processing
    T. Neumann, K. Varanasi, C. Theobalt, M. Magnor, M. Wacker, 2014. Compressed Manifold Modes for Mesh Processing. Computer Graphics Forum (Proc. of Symposium on Geometry Processing SGP), vol. 33, no. 5, July 2014..
  • Compressed Manifold Modes for Mesh Processing
    Thomas Neumann, Kiran Varanasi, Christian Theobalt, Marcus Magnor, Markus Wacker, 2014. Compressed Manifold Modes for Mesh Processing. In Computer Graphics Forum Vol. 33, Issue 5. 10.1111/cgf.12429
  • Sparse Localized Deformation Components
    Thomas Neumann, Kiran Varanasi, Stephan Wenger, Markus Wacker, Marcus Magnor, Christian Theobalt, 2013. Sparse Localized Deformation Components. In ACM Transactions on Graphics (Proc. of Siggraph Asia). 10.1145/2508363.2508417
  • Capture of Arm-Muscle Deformations using a Depth-Camera
    Nadia Robertini, Thomas Neumann, Kiran Varanasi, Christian Theobalt, 2013. Capture of Arm-Muscle Deformations using a Depth-Camera. CVMP '13 Proceedings of the 10th European Conference on Visual Media Production. 10.1145/2534008.2534023
  • Capture and Statistical Modeling of Arm-Muscle Deformations
    Thomas Neumann, Kiran Varanasi, Nils Hasler, Markus Wacker, Marcus Magnor, Christian Theobalt, 2013. Capture and Statistical Modeling of Arm-Muscle Deformations. In Computer Graphics Forum (Proc. of Eurographics).
  • Capture of Arm-Muscle Deformations using a Depth-Camera
    Nadia Robertini, Thomas Neumann, Kiran Varanasi, Christian Theobalt, 2013. Capture of Arm-Muscle Deformations using a Depth-Camera. Proc. European Conference on Visual Media Production (CVMP), vol. 10.
  • Capture and Statistical Modeling of Arm-Muscle Deformations
    Thomas Neumann, Kiran Varanasi, Nils Hasler, Markus Wacker, Marcus Magnor, Christian Theobalt, 2013. Capture and Statistical Modeling of Arm-Muscle Deformations. Computer Graphics Forum 32(2), Proceedings of Eurographics 2013.
  • Sparse Localized Deformation Components
    Thomas Neumann, Kiran Varanasi, Stephan Wenger, Markus Wacker, Marcus Magnor, Christian Theobalt, 2013. Sparse Localized Deformation Components. ACM Transactions on Graphics 32 (6), 2013 (Proceedings of SIGGRAPH Asia).
  • High Resolution Image Correspondences for Video Post-Production
    Christian Lipski, Christian Linz, Thomas Neumann, Markus Wacker, Marcus Magnor, 2012. High Resolution Image Correspondences for Video Post-Production. In Journal of Virtual Reality and Broadcasting (JVRB) Vol. 9.2012. 10.20385/1860-2037/9.2012.8
  • Monocular Pose Reconstruction for an Augmented Reality Clothing System
    Lorenz Rogge, Thomas Neumann, Markus Wacker, Marcus Magnor, 2012. Monocular Pose Reconstruction for an Augmented Reality Clothing System. In Proc. Vision, Modeling and Visualization (VMV) 2011.
  • High detail marker based 3D reconstruction by enforcing multiview constraints
    Thomas Neumann, Markus Wacker, Kiran Varanasi, Christian Theobalt, Marcus Magnor, 2012. High detail marker based 3D reconstruction by enforcing multiview constraints. In: SIGGRAPH 2012, Los Angeles, California, 5.-9.8.2012. 10.1145/2342896.2342969
  • High Resolution Image Correspondences for Video Post-Production
    Christian Lipski, Christian Linz, Thomas Neumann, Markus Wacker, Marcus Magnor, 2011. High Resolution Image Correspondences for Video Post-Production. 2010 Conference on Visual Media Production (CVMP), 17.-18.11.2010, London. 10.1109/CVMP.2010.12
2Erhaltene Preise und Auszeichnungen
  • Preis des Fachbereichstags Informatik für die beste Dissertation 2017
    Verliehen durch: Fachbereichstag Informatik am 09.10.2017
  • HTW Nachwuchsforscherpreis 2017
    Verliehen durch: HTW Dresden am 14.06.2017
1Mitarbeit in externen Gremien und Verbänden
  • Torsten Neumann: Arbeitskreis „Ausgewählte CNG-Betankungsanlagen der Marke GreenField (Atlas Copco Kompressoren und Drucklufttechnik GmbH Essen) in den Bundesländern Sachsen-Anhalt, Berlin und Sachsen“ (Störungsanalysen und Betriebszuverlässigkeitse...
    Seit: 01.01.2011