Tim Parbs, M.Sc.

Research Associate


Institute for Signal Processing
University of Luebeck
Ratzeburger Allee 160
23562 Lübeck

Gebäude 64, 1. OG, Raum 92

Email: t.parbs(at)uni-luebeck.de
Phone: +49 451 3101 5818

Arbeitsgebiet

Publications

2021

  • Philipp Koch, Kamran Mohammad-Zadeh, Marco Maaß, Mark Dreier, Ole Thomsen, Tim J. Parbs, Huy Phan, and Alfred Mertins,
    sEMG-Based Hand Movement Regression by Prediction of Joint Angles With Recurrent Neural Networks, in 43nd Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC) , 2021. pp. 6519--6523.
    DOI:10.1109/EMBC46164.2021.9630042
    Bibtex: BibTeX
    @InProceedings{Koch2021,
      author    = {Koch, Philipp and Mohammad-Zadeh, Kamran and Maass, Marco and Dreier, Mark and Thomsen, Ole and Parbs, Tim J. and Phan, Huy and Mertins, Alfred},
      title     = {sEMG-Based Hand Movement Regression by Prediction of Joint Angles With Recurrent Neural Networks},
      booktitle = {43nd Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC)},
      year      = {2021},
      pages     = {6519--6523},
    doi = {10.1109/EMBC46164.2021.9630042},
    }

  • 2020

  • Philipp Koch, Mark Dreier, Anna Larsen, Tim J. Parbs, Marco Maaß, Huy Phan, and Alfred Mertins,
    Regression of Hand Movements from sEMG Data with Recurrent Neural Networks, in 42nd Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC) , 2020. pp. 3783--3787.
    Bibtex: BibTeX
    @InProceedings{Koch2020a,
      author    = {Koch, Philipp and Dreier, Mark and Larsen, Anna and Parbs, Tim J. and Maass, Marco and Phan, Huy and Mertins, Alfred},
      title     = {Regression of Hand Movements from sEMG Data with Recurrent Neural Networks},
      booktitle = {42nd Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC)},
      year      = {2020},
      pages     = {3783--3787},
    }

  • 2019

  • Anita Möller, Marco Maaß, Tim Jeldrik Parbs, and Alfred Mertins,
    Blind Rigid Motion Estimation for Arbitrary MRI Sampling Trajectories, in Bildverarbeitung für die Medizin 2019 , Handels, Heinz and Deserno, Thomas M. and Maier, Andreas and Maier-Hein, Klaus Hermann and Palm, Christoph and Tolxdorff, Thomas, Eds. Wiesbaden: Springer Fachmedien Wiesbaden, 2019. pp. 128--133.
    DOI:10.1007/978-3-658-25326-4_28
    ISBN:978-3-658-25326-4
    File: BVM_2019_moeller.pdf
    Bibtex: BibTeX
    @InProceedings{MoellerBVM_2019,
    author="Möller, Anita and Maass, Marco and Parbs, Tim Jeldrik and Mertins, Alfred",
    editor="Handels, Heinz and Deserno, Thomas M. and Maier, Andreas and Maier-Hein, Klaus Hermann and Palm, Christoph
    and Tolxdorff, Thomas",
    title="Blind Rigid Motion Estimation for Arbitrary MRI Sampling Trajectories",
    booktitle="Bildverarbeitung für die Medizin 2019",
    year="2019",
    publisher="Springer Fachmedien Wiesbaden",
    address="Wiesbaden",
    pages="128--133",
    abstract="In this publication, a new blind motion correction algorithm for magnetic resonance imaging for arbitrary sampling trajectories is presented. Patient motion during partial measurements is estimated. Exploiting the image design, a sparse approximation of the reconstructed image is calculated with the alternating direction method of multipliers. The approximation is used with gradient descent methods with derivatives of a rigid motion model to estimate the motion and extract it from the measured data. Adapted gridding is performed in the end to receive reconstruction images without motion artifacts.",
    isbn="978-3-658-25326-4",
    doi="10.1007/978-3-658-25326-4_28",
    }
    

  • Anita Möller, Marco Maaß, Tim Jeldrik Parbs, and Alfred Mertins,
    Blind Sparsity Based Motion Estimation and Correction Model for Arbitrary MRI Sampling Trajectories, in Proceedings of the 27th {Joint} {Annual} {Meeting} of {ISMRM} , Montreal, Canada , 2019. pp. 4496.
    File: ismrm19moeller.pdf
    Bibtex: BibTeX
    @INPROCEEDINGS{moeller2019,
    author = {Möller, Anita and Maass, Marco and Parbs, Tim Jeldrik and Mertins, Alfred},
    title = {Blind Sparsity Based Motion Estimation and Correction Model for Arbitrary MRI Sampling Trajectories},
    booktitle = {Proceedings of the 27th {Joint} {Annual} {Meeting} of {ISMRM}},
    pages = {4496},
    year = {2019},
    address = {Montreal, Canada},
    month = {May},
    url ={https://index.mirasmart.com/ISMRM2019/PDFfiles/4496.html}
    }

  • P. Koch, M. Maaß, M. Bruhns, C. Droigk, T. J. Parbs, and A. Mertins,
    Neural Network for Reconstruction of MPI Images, in 9th International Workshop on Magnetic Particle Imaging (IWMPI 2019) , New York, USA: Infinite Science Publishing, 2019. pp. 39--40.
    File: koch2019a.pdf
    Bibtex: BibTeX
    @inproceedings{koch2019a,
    Author = {Koch, P.  and Maass, M. and Bruhns, M. and Droigk, C.  and Parbs, T. J. and Mertins, A.}, 
    Title = {Neural Network for Reconstruction of MPI Images}, 
    Year = {2019}, 
    Pages = {39--40}, 
    Booktitle = {9th International Workshop on Magnetic Particle Imaging (IWMPI 2019)}, 
    publisher = {Infinite Science Publishing},
    address = {New York, USA}, 
    month = {March},
    }

  • Parbs, Anita Möller, and Alfred Mertins,
    Retrospective Blind MR Image Recovery with Parameterised Motion Models, in Bildverarbeitung für die Medizin 2019 , Handels, Heinz and Deserno, Thomas Martin and Maier, A. and Maier-Hein, K.H. and Palm, Christoph and Tolxdorff, Thomas, Eds. Springer Vieweg, Wiesbaden, 2019, pp. 140 - 145.
    DOI:10.1007/978-3-658-25326-4_30
    File: Parbs_2019_-_Retrospective_Blind_MR_Image_Recovery_with_Parameterised_Motion_Models.pdf
    Bibtex: BibTeX
    @InCollection{parbs2019a,
      author       = {Parbs, Tim J., and M{\"o}ller, Anita and Mertins, Alfred},
      title        = {Retrospective Blind MR Image Recovery with Parameterised Motion Models},
      booktitle    = {Bildverarbeitung f{\"u}r die Medizin 2019},
      publisher    = {Springer Vieweg, Wiesbaden},
      year         = {2019},
      editor       = {Handels, Heinz and Deserno, Thomas Martin and Maier, A. and Maier-Hein, K.H. and Palm, Christoph and Tolxdorff, Thomas},
      series       = {Informatik aktuell},
      pages        = {140 - 145},
      doi          = {10.1007/978-3-658-25326-4_30},
      organization = {Springer Vieweg, Wiesbaden},
    }