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

Arbeitsgebiet

Publications

2018

  • Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, Radoslaw Mazur, and Alfred Mertins,
    Recurrent Neural Networks with Weighting Loss for Early Prediction of Hand Movements, in 26th European Signal Processing Conference (EUSIPCO 2018) , Rome, Italy , 2018.
    File: koch2018b.pdf
    Bibtex: BibTeX
    @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} 
    }

  • Marco Maaß, Philipp Koch, Fabrice Katzberg, and Alfred Mertins,
    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) , Rome, Italy , 2018. pp. 1964--1968.
    Bibtex: BibTeX
    @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},
    }

  • Marco Maaß, and Alfred Mertins,
    On the Formulation of the Magnetic Particle Imaging System Function in Fourier Space, in International Workshop on Magnetic Particle Imaging , Hamburg, Germany: Infinite Science Publishing, 2018. pp. 39-40.
    File: maass2018a.pdf
    Bibtex: BibTeX
    @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}
    }

  • Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, and Alfred Mertins,
    Compressive Sampling of Sound Fields Using Moving Microphones, in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , Calgary, Canada , 2018.
    File: katzberg2018a.pdf
    Bibtex: BibTeX
    @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},
    }

  • Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, and Alfred Mertins,
    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, 2018.
    File: katzberg2018c.pdf
    Bibtex: BibTeX
    @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},
    }
    

  • Marco Maaß, Christian Mink, and Alfred Mertins,
    Joint Multiresolution Magnetic Particle Imaging and System Matrix Compression, International Journal on Magnetic Particle Imaging , vol. 4, no. 2, pp. 45-46, 2018. Infinite Science Publishing.
    DOI:10.18416/IJMPI.2018.1811002
    File: maass2018d.pdf
    Bibtex: BibTeX
    @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}
    }

  • 2017

  • H. Phan, P. Koch, L. Hertel, M. Maaß, R. Mazur, and A. Mertins,
    {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 , 2017.
    File: phan2017a.pdf
    Bibtex: BibTeX
    @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}
    }
    

  • Marco Maaß, Mandy Ahlborg, Anna Bakenecker, Fabrice Katzberg, Huy Phan, Thorsten M. Buzug, and Alfred Mertins,
    A Trajectory Study for Obtaining MPI System Matrices in a Compressed-Sensing Framework, International Journal on Magnetic Particle Imaging , vol. 3, no. 2, 2017.
    DOI:10.18416/ijmpi.2017.1706005
    File: maass2017a.pdf
    Bibtex: BibTeX
    @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}
    }

  • Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, and Alfred Mertins,
    Audio Scene Classification with Deep Recurrent Neural Networks, in Proc. 18th Annual Conference of the International Speech Communication Association (INTERSPEECH 2017) , Stockholm, Sweden , 2017.
    File: phan2017c.pdf
    Bibtex: BibTeX
    @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}
    }
    

  • Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, and Alfred Mertins,
    Early Prediction of Future Hand Movements Using s{EMG} Data, in Proc. 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2017) , Jeju Island, South Korea , 2017.
    File: koch2017a.pdf
    Bibtex: BibTeX
    @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}
    }
    

  • Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Radoslaw Mazur, and Alfred Mertins,
    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, 2017.
    DOI:10.1109/TASLP.2017.2690564
    File: phan2017b.pdf
    Bibtex: BibTeX
    @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}
    }
    

  • Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, and Alfred Mertins,
    Measurement of Sound Fields Using Moving Microphones, in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , New Orleans, USA , 2017.
    File: katzberg2016a.pdf
    Bibtex: BibTeX
    @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},
    }
    

  • Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, and Alfred Mertins,
    Multigrid Reconstruction of Sound Fields Using Moving Microphones, in Proc. Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) , San Francisco, USA , 2017.
    File: katzberg2016b.pdf
    Bibtex: BibTeX
    @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},
    }
    

  • Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, and Alfred Mertins,
    Sound-Field Measurement with Moving Microphones, The Journal of the Acoustical Society of America , vol. 141, no. 5, pp. 3220-3235, 2017.
    File: katzberg2017c.pdf
    Bibtex: BibTeX
    @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.}
    }
    

  • Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Ian McLoughlin, and Alfred Mertins,
    What Makes Audio Event Detection Harder than Classification?, in Proc. 25th European Signal Processing Conference (EUSIPCO 2017) , Kos island, Greece , 2017.
    File: phan2017d.pdf
    Bibtex: BibTeX
    @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}
    }
    

  • 2016

  • Hanne Siebert, Marco Maaß, Mandy Ahlborg, Thorsten M. Buzug, and Alfred Mertins,
    MMSE MPI Reconstruction Using Background Identification, in International Workshop on Magnetic Particle Imaging , Lübeck, Germany: Infinite Science Publishing, 2016. pp. 58.
    File: Siebert2016.pdf
    Bibtex: BibTeX
    @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}
    }
    

  • Huy Phan, Lars Hertel, Marco Maaß, and Alfred Mertins,
    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 , 2016.
    File: phan2016c.pdf
    Bibtex: BibTeX
    @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}
    }
    

  • Marco Maaß, Klaas Bente, Mandy Ahlborg, Hanne Medimagh, Huy Phan, Thorsten M. Buzug, and Alfred Mertins,
    Optimized Compression of MPI System Matrices Using a Symmetry-Preserving Secondary Orthogonal Transform, International Journal on Magnetic Particle Imaging , vol. 2, no. 1, 2016.
    DOI:10.18416/ijmpi.2016.1607002
    File: maass2016b.pdf
    Bibtex: BibTeX
    @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}
    }
    

  • Huy Phan, Marco Maaß, Lars Hertel, Radoslaw Mazur, Ian McLoughlin, and Alfred Mertins,
    Learning Compact Structural Representations for Audio Events Using Regressor Banks, in Proc. 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016) , Shanghai, China , 2016. pp. 211--215.
    File: phan2016a.pdf
    Bibtex: BibTeX
    @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}
    }
    

  • H. Phan, L. Hertel, M. Maaß, R. Mazur, and A. Mertins,
    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, 2016.
    DOI:10.1109/TASLP.2016.2530401
    File: phan2016b.pdf
    Bibtex: BibTeX
    @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}
    }
    

  • H. Phan, L. Hertel, M. Maaß, P. Koch, and A. Mertins,
    Label Tree Embeddings for Acoustic Scene Classification, in Proc. 24th ACM International Multimedia Conference (ACM Multimedia 2016) , Amsterdam, The Netherlands , 2016.
    File: phan2016d.pdf
    Bibtex: BibTeX
    @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}
    }
    

  • Marco Maaß, Klaas Bente, Mandy Ahlborg, Hanne Medimagh, Huy Phan, Thorsten M. Buzug, and Alfred Mertins,
    Compression of FFP System Matrix with a Special Sampling Rate on the Lissajous Trajectory, in International Workshop on Magnetic Particle Imaging , Lübeck, Germany: Infinite Science Publishing, 2016. pp. 56.
    File: Maass2016a.pdf
    Bibtex: BibTeX
    @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

  • Huy Phan, Marco Maaß, Lars Hertel, Radoslaw Mazur, and Alfred Mertins,
    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) , New York, USA , 2015. pp. 1--5.
    File: phan2015e.pdf
    Bibtex: BibTeX
    @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}
    }
    

  • Huy Phan, Lars Hertel, Marco Maaß, Radoslaw Mazur, and Alfred Mertins,
    Audio Phrases for Audio Event Recognition, in 23rd European Signal Processing Conference (EUSIPCO) , Nice, France , 2015. pp. 2546--2550.
    File: phan2015c.pdf
    Bibtex: BibTeX
    @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}
    }
    

  • Anita Möller, Marco Maaß, and Alfred Mertins,
    Blind Sparse Motion MRI with Linear Subpixel Interpolation, in Bildverarbeitung für die Medizin 2015 , Handels, Heinz and Deserno, Thomas Martin and Meinzer, Hans-Peter and Tolxdorff, Thomas, Eds. Springer Berlin Heidelberg, 2015, pp. 510-515.
    DOI:10.1007/978-3-662-46224-9_87
    ISBN:978-3-662-46223-2
    File: Moeller2015.pdf.pdf
    Bibtex: BibTeX
    @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},
    }