Marco Maaß, M.Sc.

Research Associate

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

Gebäude 64, 1. OG, Raum 30a

Email:	marco.maass(at)uni-luebeck.de
Phone:	+49 451 3101 5814
Fax:	+49 451 3101 5804

Publications

2020

Maass, M. and Mertins, A.: On the Representation of Magnetic Particle Imaging in Fourier Space International Journal on Magnetic Particle Imaging, vol. 6, no. 1, 2020

@article{maass2019b,
	author = {Maass, Marco and Mertins, Alfred },
	title = {On the Representation of Magnetic Particle Imaging in Fourier Space},
	journal = {International Journal on Magnetic Particle Imaging},
	volume = {6},
	number = {1},
	year = {2020}
}

Maass, M., Droigk, C. and Mertins, A.: MPI reconstruction using bessel functions in 10th International Workshop on Magnetic Particle Imaging (IWMPI 2020), Würzburg, Germany, September, 2020

@InProceedings{maass2020a,
  author    = {Maass, M. and Droigk, C. and Mertins, A.},
  booktitle = {10th International Workshop on Magnetic Particle Imaging (IWMPI 2020)},
  title     = {MPI reconstruction using bessel functions},
  year      = {2020},
  address   = {Würzburg, Germany},
  month     = {September},
}

Droigk, C., Maass, M. and Mertins, A.: An upper bound for the frequency dependent energy of the 2-dimensional system function in 10th International Workshop on Magnetic Particle Imaging (IWMPI 2020), Würzburg, Germany, September, 2020

@InProceedings{droigk2020a,
  author    = {Droigk, C. and Maass, M. and Mertins, A.},
  booktitle = {10th International Workshop on Magnetic Particle Imaging (IWMPI 2020)},
  title     = {An upper bound for the frequency dependent energy of the 2-dimensional system function},
  year      = {2020},
  address   = {Würzburg, Germany},
  month     = {September},
}

Maass, M., Droigk, C., Katzberg, F., Koch, P. and Mertins, A.: A Recovery Algorithm based on the Kaczmarz Algorithm and ADMM Splitting with Application to Convex Optimization in Magnetic Particle Imaging in 28th European Signal Processing Conference (EUSIPCO 2020), 2020

@InProceedings{maass2020c,
  author    = {Maass, M. and Droigk, C. and Katzberg, F. and Koch, P. and Mertins, A.},
  booktitle = {28th European Signal Processing Conference (EUSIPCO 2020)},
  title     = {A Recovery Algorithm based on the Kaczmarz Algorithm and ADMM Splitting with Application to Convex Optimization in Magnetic Particle Imaging},
  month = {September},
  year      = {2020},
}

Maass, M., Droigk, C. and Mertins, A.: A novel representation of the MPI system function in 10th International Workshop on Magnetic Particle Imaging (IWMPI 2020), Würzburg, Germany, sep, 2020

@InProceedings{maass2020b,
  author    = {Maass, M. and Droigk, C. and Mertins, A.},
  booktitle = {10th International Workshop on Magnetic Particle Imaging (IWMPI 2020)},
  title     = {A novel representation of the MPI system function},
  year      = {2020},
  address   = {Würzburg, Germany},
  month     = {September},
}

2019

Koch, P., Maass, M., Bruhns, M., Droigk, C., Parbs, T. J. and Mertins, A.: Neural Network for Reconstruction of MPI Images in 9th International Workshop on Magnetic Particle Imaging (IWMPI 2019), pp. 39--40, Infinite Science Publishing, New York, USA, March, 2019

@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},
}

Droigk, C., Maass, M. and Mertins, A.: Multiresolution vessel detection in magnetic particle imaging using wavelets and a Gaussian mixture model International Journal of Computer Assisted Radiology and Surgery, vol. 14, no. 11, pp. 1913--1921, November, 2019

@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}
}

Droigk, C., Maass, M., Koch, P., Möller, A. and Mertins, A.: Multiresolution Magnetic Particle Imaging of Vessel Structures with Support Detection in 9th International Workshop on Magnetic Particle Imaging (IWMPI 2019), pp. 113-114, Infinite Science Publishing, New York, USA, March, 2019

@inproceedings{droigk2019multiresolution,
Author = {Droigk, Christine and Maass, Marco and Koch, Philipp and Möller, Anita and Mertins, Alfred}, 
Title = {Multiresolution Magnetic Particle Imaging of Vessel Structures with Support Detection}, 
Year = {2019}, 
Pages = {113-114}, 
Booktitle = {9th International Workshop on Magnetic Particle Imaging (IWMPI 2019)}, 
publisher = {Infinite Science Publishing},
address = {New York, USA}, 
month = {March},
}

Droigk, C., Maass, M., Englisch, C. and Mertins, A.: Joint Multiresolution and Background Detection Reconstruction for Magnetic Particle Imaging in Bildverarbeitung für die Medizin 2019, pp. 165-170, Springer Vieweg, Wiesbaden, Informatik aktuell, 2019

@incollection{droigk2019joint,
   title={Joint Multiresolution and Background Detection Reconstruction for Magnetic Particle Imaging},
   author={Droigk, Christine and Maass, Marco and Englisch, Corbinian and Mertins, Alfred},
   booktitle={Bildverarbeitung f{\"u}r die Medizin 2019},
     series = {Informatik aktuell},
   pages={165-170},
   year={2019},
   publisher = {Springer Vieweg, Wiesbaden},
     organization = {Springer Vieweg, Wiesbaden}, 
editor = {Handels, Heinz and Deserno, Thomas Martin and Maier, A. and Maier-Hein, K.H. and Palm, Christoph and Tolxdorff, Thomas}, 
doi       = {10.1007/978-3-658-25326-4_35}, }

Koch, P., Brügge, N., Phan, H., Maass, M. and Mertins, A.: Forked Recurrent Neural Network for Hand Gesture Classification Using Inertial Measurement Data in Proc. 44 th IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP 2019), Brighton, UK, May, 2019

@InProceedings{Koch2019b,
  author    = {Koch, P. and Br\"ugge, 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},
}

Möller, A., Maass, M., Parbs, T. J. and Mertins, A.: Blind Sparsity Based Motion Estimation and Correction Model for Arbitrary MRI Sampling Trajectories in Proceedings of the 27th Joint Annual Meeting of ISMRM, pp. 4496, Montreal, Canada, May, 2019

@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}
}

Möller, A., Maass, M., Parbs, T. J. and Mertins, A.: Blind Rigid Motion Estimation for Arbitrary MRI Sampling Trajectories in Bildverarbeitung für die Medizin 2019, pp. 128-133, Springer Fachmedien Wiesbaden, Wiesbaden, 2019

@InProceedings{MoellerBVM_2019,
author="M{\"o}ller, 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 f{\"u}r 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",
}

Maass, M., Droigk, C., Koch, P. and Mertins, A.: A Strategy for the Extension of the Kaczmarz Algorithm to Different Priors in 9th International Workshop on Magnetic Particle Imaging (IWMPI 2019), pp. 111-112, Infinite Science Publishing, New York, USA, March, 2019

@InProceedings{Maass2019,
  author    = {Maass, M. and Droigk, C. and Koch, P. and Mertins, A.},
  title     = {A Strategy for the Extension of the Kaczmarz Algorithm to Different Priors},
  Booktitle = {9th International Workshop on Magnetic Particle Imaging (IWMPI 2019)}, 
  year      = {2019},
Pages = {111-112}, 
publisher = {Infinite Science Publishing},
address = {New York, USA}, 
month = { March},
}

2018

Katzberg, F., Mazur, R., Maass, M., Böhme, M. and Mertins, A.: Spatial Interpolation of Room Impulse Responses Using Compressed Sensing in Proc. International Workshop on Acoustic Signal Enhancement (IWAENC), Tokyo, Japan, September, 2018

@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},
}

Maass, M., Koch, P., Katzberg, F. and Mertins, A.: Simultaneous Estimation of a System Matrix by Compressed Sensing and Finding Optimal Regularization Parameters for the Inversion Problem in Proc. 26th European Signal Processing Conference (EUSIPCO 2018), pp. 1964-1968, Rome, Italy, September, 2018

@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},
}

Koch, P., Phan, H., Maass, M., Katzberg, F., Mazur, R. and Mertins, A.: Recurrent Neural Networks with Weighting Loss for Early Prediction of Hand Movements in 26th European Signal Processing Conference (EUSIPCO 2018), Rome, Italy, September, 2018

@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} 
}

Koch, P., Phan, H., Maass, M., Katzberg, F. and Mertins, A.: Recurrent Neural Network Based Early Prediction of Future Hand Movements in Proc. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018), Honolulu, Hawaii, United States, July, 2018

@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}
}

Maass, M. and Mertins, A.: On the Formulation of the Magnetic Particle Imaging System Function in Fourier Space in International Workshop on Magnetic Particle Imaging, pp. 39-40, Infinite Science Publishing, Hamburg, Germany, March, 2018

@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}
}

Maass, M., Mink, C. and Mertins, A.: Joint Multiresolution Magnetic Particle Imaging and System Matrix Compression in International Workshop on Magnetic Particle Imaging, pp. 45-46, Infinite Science Publishing, Hamburg, Germany, March, 2018

@InProceedings{Maass2018b,
  author    = {Maass, Marco and Mink, Christian and Mertins, Alfred},
  title     = {Joint Multiresolution Magnetic Particle Imaging and System Matrix Compression},
  booktitle = {International Workshop on Magnetic Particle Imaging},
  year      = {2018},
  pages     = {45-46},
  address   = {Hamburg, Germany},
  month     = {March},
  publisher = {Infinite Science Publishing},
}

Maass, M., Mink, C. and Mertins, A.: Joint Multiresolution Magnetic Particle Imaging and System Matrix Compression International Journal on Magnetic Particle Imaging, vol. 4, no. 2, 2018

@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}
}

Katzberg, F., Mazur, R., Maass, M., Koch, P. and Mertins, A.: Compressive Sampling of Sound Fields Using Moving Microphones in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Calgary, Canada, April, 2018

@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},
}

Katzberg, F., Mazur, R., Maass, M., Koch, P. and Mertins, A.: A Compressed Sensing Framework for Dynamic Sound-Field Measurements IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 26, no. 11, pp. 1962-1975, November, 2018

@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},
}

2017

Phan, H., Koch, P., Katzberg, F., Maass, M., Mazur, R., McLoughlin, I. and Mertins, A.: What Makes Audio Event Detection Harder than Classification? in Proc. 25th European Signal Processing Conference (EUSIPCO 2017), Kos island, Greece, September, 2017

@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}
}

Katzberg, F., Mazur, R., Maass, M., Koch, P. and Mertins, A.: Sound-Field Measurement with Moving Microphones The Journal of the Acoustical Society of America, vol. 141, no. 5, pp. 3220-3235, May, 2017

@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.}
}

Katzberg, F., Mazur, R., Maass, M., Koch, P. and Mertins, A.: Multigrid Reconstruction of Sound Fields Using Moving Microphones in Proc. Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA), San Francisco, USA, March, 2017

@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},
}

Katzberg, F., Mazur, R., Maass, M., Koch, P. and Mertins, A.: Measurement of Sound Fields Using Moving Microphones in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, USA, March, 2017

@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},
}

Phan, H., Hertel, L., Maass, M., Koch, P., Mazur, R. and Mertins, A.: Improved Audio Scene Classification based on Label Tree Embeddings and Convolutional Neural Networks IEEE/ACM Trans. on Audio, Speech and Language Processing (TASLP), vol. 25, no. 6, pp. 1278-1290, June, 2017

@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}
}

Koch, P., Phan, H., Maass, M., Katzberg, F. and Mertins, A.: Early Prediction of Future Hand Movements Using sEMG Data in Proc. 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2017), Jeju Island, South Korea, July, 2017

@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}
}

Phan, H., Koch, P., Hertel, L., Maass, M., Mazur, R. and Mertins, A.: CNN-LTE: a Class of 1-X Pooling Convolutional Neural Networks on Label Tree Embeddings for Audio Scene Classification in Proc. 42nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, USA, March, 2017

@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}
}

Phan, H., Koch, P., Katzberg, F., Maass, M., Mazur, R. and Mertins, A.: Audio Scene Classification with Deep Recurrent Neural Networks in Proc. 18th Annual Conference of the International Speech Communication Association (INTERSPEECH 2017), Stockholm, Sweden, August, 2017

@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}
}

Maass, M., Ahlborg, M., Bakenecker, A., Katzberg, F., Phan, H., Buzug, T. M. and Mertins, A.: A Trajectory Study for Obtaining MPI System Matrices in a Compressed-Sensing Framework International Journal on Magnetic Particle Imaging, vol. 3, no. 2, 2017

@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}
}

2016

Phan, H., Hertel, L., Maass, M. and Mertins, A.: Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks in Proc. 17th Annual Conference of the International Speech Communication Association (INTERSPEECH 2016), San Francisco, USA, September, 2016

@INPROCEEDINGS{phan2016c,
  author = {Huy Phan and Lars Hertel and Marco Maass and Alfred Mertins},
  title = {Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural
	Networks},
  booktitle = {Proc. 17th Annual Conference of the International Speech Communication
	Association (INTERSPEECH 2016)},
  year = {2016},
  address = {San Francisco, USA},
  month = {September},
  owner = {Phan},
  timestamp = {2016.06.16}
}

Maass, M., Bente, K., Ahlborg, M., Medimagh, H., Phan, H., Buzug, T. M. and Mertins, A.: Optimized Compression of MPI System Matrices Using a Symmetry-Preserving Secondary Orthogonal Transform International Journal on Magnetic Particle Imaging, vol. 2, no. 1, 2016

@Article{maass2016b,
  Title                    = {Optimized Compression of MPI System Matrices Using a Symmetry-Preserving Secondary Orthogonal Transform},
  Author                   = {Maass, Marco and Bente, Klaas and Ahlborg, Mandy and Medimagh, Hanne and Phan, Huy and Buzug, Thorsten M. and Mertins, Alfred},
volume = {2},
number = {1},
  Journal                  = {International Journal on Magnetic Particle Imaging},
  Year                     = {2016},
doi ={10.18416/ijmpi.2016.1607002}
}

Siebert, H., Maass, M., Ahlborg, M., Buzug, T. M. and Mertins, A.: MMSE MPI Reconstruction Using Background Identification in International Workshop on Magnetic Particle Imaging, pp. 58, nfinite Science Publishing, Lübeck, Germany, March, 2016

@InProceedings{Siebert2016,
  Title                    = {MMSE MPI Reconstruction Using Background Identification},
  Author                   = {Siebert, Hanne and Maass, Marco and Ahlborg, Mandy and Buzug, Thorsten M. and Mertins, Alfred},
  Booktitle                = {International Workshop on Magnetic Particle Imaging},
  Year                     = {2016},

  Address                  = {Lübeck, Germany},
  Month                    = {March},
  Pages                    = {58},
  Publisher                = {Infinite Science Publishing}
}

Phan, H., Hertel, L., Maass, M., Mazur, R. and Mertins, A.: Learning Representations for Nonspeech Audio Events through Their Similarities to Speech Patterns IEEE/ACM Trans. Audio, Speech, and Language Processing, vol. 24, no. 4, pp. 807-822, April, 2016

@ARTICLE{phan2016b,
  author = {H. Phan and L. Hertel and M. Maass and R. Mazur and A. Mertins},
  title = {Learning Representations for Nonspeech Audio Events through Their
	Similarities to Speech Patterns},
  journal = {IEEE/ACM Trans. Audio, Speech, and Language Processing},
  year = {2016},
  volume = {24},
  pages = {807--822},
  number = {4},
  month = {April},
doi = {10.1109/TASLP.2016.2530401}
}

Phan, H., Maass, M., Hertel, L., Mazur, R., McLoughlin, I. and Mertins, A.: Learning Compact Structural Representations for Audio Events Using Regressor Banks in Proc. 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), pp. 211-215, Shanghai, China, March, 2016

@INPROCEEDINGS{phan2016a,
  author = {Huy Phan and Marco Maass and Lars Hertel and Radoslaw Mazur and Ian
	McLoughlin and Alfred Mertins},
  title = {Learning Compact Structural Representations for Audio Events Using
	Regressor Banks},
  booktitle = {Proc. 41st IEEE International Conference on Acoustics, Speech and
	Signal Processing (ICASSP 2016)},
  year = {2016},
  address = {Shanghai, China},
  month = {March},
  pages = {211--215},
  owner = {Phan},
  timestamp = {2016.01.22}
}

Phan, H., Hertel, L., Maass, M., Koch, P. and Mertins, A.: Label Tree Embeddings for Acoustic Scene Classification in Proc. 24th ACM International Multimedia Conference (ACM Multimedia 2016), Amsterdam, The Netherlands, October, 2016

@INPROCEEDINGS{phan2016d,
  author = {H. Phan and L. Hertel and M. Maass and P. Koch and A. Mertins},
  title = {Label Tree Embeddings for Acoustic Scene Classification},
  booktitle = {Proc. 24th ACM International Multimedia Conference (ACM Multimedia 2016)},
  year = {2016},
  address = {Amsterdam, The Netherlands},
  month = {October},
  owner = {Phan},
  timestamp = {2016.06.07}
}

Maass, M., Bente, K., Ahlborg, M., Medimagh, H., Phan, H., Buzug, T. M. and Mertins, A.: Compression of FFP System Matrix with a Special Sampling Rate on the Lissajous Trajectory in International Workshop on Magnetic Particle Imaging, pp. 56, nfinite Science Publishing, Lübeck, Germany, March, 2016

@InProceedings{Maass2016a,
  Title                    = {Compression of FFP System Matrix with a Special Sampling Rate on the Lissajous Trajectory},
  Author                   = {Maass, Marco and Bente, Klaas and Ahlborg, Mandy and Medimagh, Hanne and Phan, Huy and Buzug, Thorsten M. and Mertins, Alfred},
  Booktitle                = {International Workshop on Magnetic Particle Imaging},
  Year                     = {2016},

  Address                  = {Lübeck, Germany},
  Month                    = {March},
  Pages                    = {56},
  Publisher                = {Infinite Science Publishing}
}

2015

Phan, H., Hertel, L., Maass, M., Mazur, R. and Mertins, A.: Representing Nonspeech Audio Signals through Speech Classification Models in Proc. 16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015), pp. 3441-3445, Dresden, Germany, September, 2015

@INPROCEEDINGS{phan2015d,
  author = {Huy Phan and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins},
  title = {Representing Nonspeech Audio Signals through Speech Classification
	Models},
  booktitle = {Proc. 16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015)},
  year = {2015},
  address = {Dresden, Germany},
  month = {September},
  pages = {3441--3445},
  owner = {Phan},
  timestamp = {2015.06.01}
}

Phan, H., Maaß, M., Mazur, R. and Mertins, A.: Random Regression Forests for Acoustic Event Detection and Classification IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 23, no. 1, pp. 20-31, 2015

@ARTICLE{phan2015a,
  author = {H. Phan and M. Maaß and R. Mazur and A. Mertins},
  title = {Random Regression Forests for Acoustic Event Detection and Classification},
  journal = {I{EEE}/{ACM} Transactions on Audio, Speech, and Language Processing},
  year = {2015},
  volume = {23},
  pages = {20--31},
  number = {1},
  owner = {Phan},
  timestamp = {2014.11.14},
doi = {10.1109/TASLP.2014.2367814}
}

Phan, H., Maass, M., Mazur, R. and Mertins, A.: Early Event Detection in Audio Streams in Proc. 2015 IEEE International Conference on Multimedia and Expo (ICME 2015), pp. 1-6, Torino, Italy, July, 2015

@INPROCEEDINGS{phan2015b,
  author = {H. Phan and M. Maass and R. Mazur and A. Mertins},
  title = {Early Event Detection in Audio Streams},
  booktitle = {Proc. 2015 {IEEE} International Conference on Multimedia and Expo ({ICME}
	2015)},
  year = {2015},
  address = {Torino, Italy},
  month = {July},
  pages = {1--6},
  owner = {Phan},
  timestamp = {2015.03.24}
}

Maass, M., Phan, H., Möller, A. and Mertins, A.: Cosine-Sine Modulated Filter Banks for Motion Estimation and Correction in Advanced Concepts for Intelligent Vision Systems, vol. 9386, pp. 195-204, Springer International Publishing, Lecture Notes in Computer Science, 2015

@incollection{maass2015,
year={2015},
isbn={978-3-319-25902-4},
booktitle={Advanced Concepts for Intelligent Vision Systems},
volume={9386},
series={Lecture Notes in Computer Science},
editor={Battiato, Sebastiano and Blanc-Talon, Jacques and Gallo, Giovanni and Philips, Wilfried and Popescu, Dan and Scheunders, Paul},
doi={10.1007/978-3-319-25903-1_17},
title={Cosine-Sine Modulated Filter Banks for Motion Estimation and Correction},
publisher={Springer International Publishing},
author={Maass, Marco and Phan, Huy and Möller, Anita and Mertins, Alfred},
pages={195-204}
}

Möller, A., Maaß, M. and Mertins, A.: Blind Sparse Motion MRI with Linear Subpixel Interpolation in Bildverarbeitung für die Medizin 2015, pp. 510-515, Springer Berlin Heidelberg, Informatik aktuell, 2015

@InCollection{moeller2015,
  author    = {Möller, Anita and Maaß, Marco and Mertins, Alfred},
  title     = {Blind Sparse Motion MRI with Linear Subpixel Interpolation},
  booktitle = {Bildverarbeitung für die Medizin 2015},
  publisher = {Springer Berlin Heidelberg},
  year      = {2015},
  editor    = {Handels, Heinz and Deserno, Thomas Martin and Meinzer, Hans-Peter and Tolxdorff, Thomas},
  series    = {Informatik aktuell},
  pages     = {510-515},
  isbn      = {978-3-662-46223-2},
  doi       = {10.1007/978-3-662-46224-9_87},
}

Phan, H., Hertel, L., Maass, M., Mazur, R. and Mertins, A.: Audio Phrases for Audio Event Recognition in Proc. 23rd European Signal Processing Conference (EUSIPCO 2015), pp. 2546-2550, Nice, France, September, 2015

@INPROCEEDINGS{phan2015c,
  author = {Huy Phan and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins},
  title = {Audio Phrases for Audio Event Recognition},
  booktitle = {Proc. 23rd European Signal Processing Conference (EUSIPCO 2015)},
  year = {2015},
  address = {Nice, France},
  month = {September},
  pages = {2546--2550},
  owner = {Phan},
  timestamp = {2015.06.01}
}

Phan, H., Maass, M., Hertel, L., Mazur, R. and Mertins, A.: A Multi-Channel Fusion Framework for Audio Event Detection in Proc. 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2015), pp. 1--5, New York, USA, October, 2015

@INPROCEEDINGS{phan2015e,
  author = {Huy Phan and Marco Maass and Lars Hertel and Radoslaw Mazur and Alfred Mertins},
  title = {A Multi-Channel Fusion Framework for Audio Event Detection},
  booktitle = {Proc. 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2015)},
  year = {2015},
  address = {New York, USA},
  month = {October},
  pages = {1--5},
  owner = {Phan},
  timestamp = {2015.07.09}
}

2014

Maaß, M., Phan, H. and Mertins, A.: Design of Cosine-Sine Modulated Filter Banks without DC leakage in 19th International Conference on Digital Signal Processing (DSP 2014), pp. 86-491, Hong Kong, China, August, 2014

@InProceedings{Maass2014,
  Title                    = {Design of Cosine-Sine Modulated Filter Banks without DC leakage},
  Author                   = {Marco Maaß and Huy Phan and Alfred Mertins},
  Booktitle                = {19th International Conference on Digital Signal Processing (DSP 2014)},
  Year                     = {2014},

  Address                  = {Hong Kong, China},
  Month                    = {August},
  Pages                    = {486-491}
}

Phan, H., Maaß, M., Mazur, R. and Mertins, A.: Acoustic Event Detection and Localization with Regression Forests in Proc. 15th Annual Conference of the International Speech Communication Association (INTERSPEECH 2014), pp. 2524-2528, Singapore, September, 2014

@INPROCEEDINGS{phan2014c,
  author = {Huy Phan and Marco Maaß and Radoslaw Mazur and Alfred Mertins},
  title = {Acoustic Event Detection and Localization with Regression Forests},
  booktitle = {Proc. 15th Annual Conference of the International Speech Communication
    Association (INTERSPEECH 2014)},
  year = {2014},
  address = {Singapore},
  month = {September},
  pages = {2524--2528},
  owner = {Phan},
  timestamp = {2014.06.10}
}