Dr.-Ing. Marco Maaß

@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},
}

@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",
}

@InProceedings{Koch2019b,
  author    = {Koch, P. and Brügge, N. and Phan, H. and Maass, M. and Mertins, A.},
  title     = {Forked Recurrent Neural Network for Hand Gesture Classification Using Inertial Measurement Data},
  booktitle = {Proc. 44 th IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP 2019)},
  year      = {2019},
  address   = {Brighton, UK},
  month     = {May},
}

@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}
}

@article{droigk2019c,
author={Droigk, Christine and Maass, Marco and Mertins, Alfred},
title={Multiresolution vessel detection in magnetic particle imaging using wavelets and a Gaussian mixture model},
journal={International Journal of Computer Assisted Radiology and Surgery},
year={2019},
month={November},
day={01},
volume={14},
number={11},
pages={1913-1921},
abstract={Magnetic particle imaging is a tomographic imaging technique that allows one to measure the spatial distribution of superparamagnetic nanoparticles, which are used as tracer. The magnetic particle imaging scanner measures the voltage induced due to the nonlinear magnetization behavior of the nanoparticles. The tracer distribution can be reconstructed from the voltage signal by solving an inverse problem. A possible application is the imaging of vessel structures. In this and many other cases, the tracer is only located inside the structures and a large part of the image is related to background. A detection of the tracer support in early stages of the reconstruction process could improve reconstruction results.},
issn={1861-6429},
doi={10.1007/s11548-019-02079-w}
}

@INPROCEEDINGS{8903132,
  author={P. Koch and M. Dreier and M. Böhme and M. Maass and H. Phan and A. Mertins},
  booktitle={2019 27th European Signal Processing Conference (EUSIPCO)}, 
  title={Inhomogeneously Stacked RNN for Recognizing Hand Gestures from Magnetometer Data}, 
  year={2019},
  volume={},
  number={},
  pages={1-5},}

@INPROCEEDINGS{8856844,
  author={P. Koch and M. Dreier and M. Maass and M. Böhme and H. Phan and A. Mertins},
  booktitle={2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}, 
  title={A Recurrent Neural Network for Hand Gesture Recognition based on Accelerometer Data}, 
  year={2019},
  volume={},
  number={},
  pages={5088-5091},}

@InProceedings{katzberg2018a,
  Title                    = {Compressive Sampling of Sound Fields Using Moving Microphones},
  Author                   = {Katzberg, Fabrice and Mazur, Radoslaw and Maass, Marco and Koch, Philipp and Mertins, Alfred},
  Booktitle                = {Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  Year                     = {2018},
  Address                  = {Calgary, Canada},
  Month                    =  {April},
}

@InProceedings{Maass2018a,
  author    = {Maass, Marco and Mertins, Alfred},
  title     = {On the Formulation of the Magnetic Particle Imaging System Function in Fourier Space},
  booktitle = {International Workshop on Magnetic Particle Imaging},
  year      = {2018},
  pages     = {39-40},
  address   = {Hamburg, Germany},
  month     = {March},
  publisher = {Infinite Science Publishing}
}

@article{maass2018d,
	author = {Maass, Marco and Mink, Christian and Mertins, Alfred },
	title = {Joint Multiresolution Magnetic Particle Imaging and System Matrix Compression},
	journal = {International Journal on Magnetic Particle Imaging},
	volume = {4},
	number = {2},
	year = {2018},
doi = {10.18416/IJMPI.2018.1811002}
}

@InProceedings{Maass2018c,
  author    = {Marco Maass and Philipp Koch and Fabrice Katzberg and Alfred Mertins},
  title     = {Simultaneous Estimation of a System Matrix by Compressed Sensing and Finding Optimal Regularization Parameters for the Inversion Problem},
  booktitle = {Proc. 26th European Signal Processing Conference (EUSIPCO 2018)},
  year      = {2018},
pages={1964--1968},
  address   = {Rome, Italy},
  month     = {September},
}

@InProceedings{koch2018a,
  author    = {Philipp Koch and Huy Phan and Marco Maass and Fabrice Katzberg and Alfred Mertins},
  title     = {Recurrent Neural Network Based Early Prediction of Future Hand Movements},
  booktitle = {Proc. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018)},
  year      = {2018},
  address   = {Honolulu, Hawaii, United States},
  month     ={July}
}

@InProceedings{koch2018b,
  author    = {Philipp Koch and Huy Phan and Marco Maass and Fabrice Katzberg and  Radoslaw Mazur and Alfred Mertins},
  title     = {Recurrent Neural Networks with Weighting Loss for Early Prediction of Hand Movements},
  booktitle = {26th European Signal Processing Conference (EUSIPCO 2018)},
  year      = {2018},
  address   = {Rome, Italy},
  month     = {September} 
}

@InProceedings{katzberg2018b,
  Title                    = {Spatial Interpolation of Room Impulse Responses Using Compressed Sensing},
  Author                   = {Katzberg, Fabrice and Mazur, Radoslaw and Maass, Marco and Böhme, Martina and Mertins, Alfred},
  Booktitle                = {Proc. International Workshop on Acoustic Signal Enhancement (IWAENC)},
  Year                     = {2018},

  Address                  = {Tokyo, Japan},
  Month                    = {September},
}

@ARTICLE{katzberg2018c,
  author = {Katzberg, Fabrice and Mazur, Radoslaw and Maass, Marco and Koch, Philipp and Mertins, Alfred},
  title = {A Compressed Sensing Framework for Dynamic Sound-Field Measurements},
  journal = { IEEE/ACM Transactions on Audio, Speech, and Language Processing},
  year = {2018},
  volume = {26},
  pages = {1962-1975},
  number = {11},
  month = {November},
}

@InProceedings{katzberg2016a,
  Title                    = {Measurement of Sound Fields Using Moving Microphones},
  Author                   = {Katzberg, Fabrice and Mazur, Radoslaw and Maass, Marco and Koch, Philipp and Mertins, Alfred},
  Booktitle                = {Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  Year                     = {2017},
  Address                  = {New Orleans, USA},
  Month                    = {March},
}

@INPROCEEDINGS{phan2017a,
  author = {H. Phan and P. Koch and L. Hertel and M. Maass and R. Mazur and A.
	Mertins},
  title = {{CNN-LTE:} a Class of 1-{X} Pooling Convolutional Neural Networks
	on Label Tree Embeddings for Audio Scene Classification},
  booktitle = {Proc. 42nd IEEE International Conference on Acoustics, Speech, and
	Signal Processing (ICASSP)},
  year = {2017},
  address = {New Orleans, USA},
  month = {March},
  owner = {Phan},
  timestamp = {2017.01.31}
}

@InProceedings{katzberg2016b,
  Title                    = {Multigrid Reconstruction of Sound Fields Using Moving Microphones},
  Author                   = {Katzberg, Fabrice and Mazur, Radoslaw and Maass, Marco and Koch, Philipp and Mertins, Alfred},
  Booktitle                = {Proc. Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA)},
  Year                     = {2017},

  Address                  = {San Francisco, USA},
  Month                    = {March},
}

@ARTICLE{phan2017b,
  author = {Huy Phan and Lars Hertel and Marco Maass and Philipp Koch and Radoslaw
	Mazur and Alfred Mertins},
  title = {Improved Audio Scene Classification based on Label Tree Embeddings
	and Convolutional Neural Networks},
  journal = {IEEE/ACM Trans. on Audio, Speech and Language Processing (TASLP)},
  year = {2017},
  volume = {25},
  pages = {1278-1290},
  number = {6},
  month = {June},
  owner = {Phan},
  timestamp = {2017.02.25},
doi = {10.1109/TASLP.2017.2690564}
}

@Article{maass2017a,
  author  = {Maass, Marco and Ahlborg, Mandy and Bakenecker, Anna and Katzberg, Fabrice and Phan, Huy and Buzug, Thorsten M. and Mertins, Alfred},
  title   = {A Trajectory Study for Obtaining MPI System Matrices in a Compressed-Sensing Framework},
  journal = {International Journal on Magnetic Particle Imaging},
  year    = {2017},
volume = {3},
number = {2},
doi ={10.18416/ijmpi.2017.1706005}
}

@ARTICLE{katzberg2017c,
  author = {Katzberg, Fabrice and Mazur, Radoslaw and Maass, Marco and Koch, Philipp and Mertins, Alfred},
  title = {Sound-Field Measurement with Moving Microphones},
  journal = {The Journal of the Acoustical Society of America},
  year = {2017},
  volume = {141},
  pages = {3220-3235},
  number = {5},
  month = {May},
  url={http://asa.scitation.org/doi/10.1121/1.4983093},
  note={Copyright (2017) Acoustical Society of America. This article may be downloaded for personal use only. Any other use requires prior permission of the author and the Acoustical Society of America.}
}

@INPROCEEDINGS{phan2017c,
  author = {Huy Phan and Philipp Koch and Fabrice Katzberg and Marco Maass and
	Radoslaw Mazur and Alfred Mertins},
  title = {Audio Scene Classification with Deep Recurrent Neural Networks},
  booktitle = {Proc. 18th Annual Conference of the International Speech Communication
	Association (INTERSPEECH 2017)},
  year = {2017},
  address = {Stockholm, Sweden},
  month = {August},
  owner = {Phan},
  timestamp = {2017.05.24}
}

@INPROCEEDINGS{phan2017d,
  author = {Huy Phan and Philipp Koch and Fabrice Katzberg and Marco Maass and
	Radoslaw Mazur and Ian McLoughlin and Alfred Mertins},
  title = {What Makes Audio Event Detection Harder than Classification?},
  booktitle = {Proc. 25th European Signal Processing Conference (EUSIPCO 2017)},
  year = {2017},
  address = {Kos island, Greece},
  month = {September},
  owner = {Phan},
  timestamp = {2017.05.26}
}

@INPROCEEDINGS{koch2017a,
  author = {Philipp Koch and Huy Phan and Marco Maass and Fabrice Katzberg and
	Alfred Mertins},
  title = {Early Prediction of Future Hand Movements Using s{EMG} Data},
  booktitle = {Proc. 39th Annual International Conference of the IEEE Engineering
	in Medicine and Biology Society (EMBC 2017)},
  year = {2017},
  address = {Jeju Island, South Korea},
  month = {July},
  owner = {Koch},
  timestamp = {2017.08.18}
}