Philipp Koch, M.Sc.

Research Associate


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

Gebäude 64, 1. OG, Raum 25

Email:ph.koch(at)uni-luebeck.de
Phone:+49 451 3101 5813
Fax:+49 451 3101 5804

Publications

2019

  • Phan, H., Chen, O. Y., Koch, P., Pham, L., McLoughlin, I., Mertins, A. and De Vos, M.: Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks in Proc. 44 th IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP 2019), Brighton, UK, May, 2019
    BibTeX Datei
    @InProceedings{phan2019a,
      author    = {Phan, H. and Chen, O. Y. and Koch, P. and Pham, L. and McLoughlin, I. and Mertins, A. and De Vos, M.},
      title     = {Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks},
      booktitle = {Proc. 44 th IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP 2019)},
      year      = {2019},
      address   = {Brighton, UK},
      month     = {May},
    }
  • Koch, P., Maass, M., Bruhns, M., Droigk, C., Parbs, T. J. and Mertins, A.: Neural Networks 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
    BibTeX Datei
    @inproceedings{koch2019a,
    Author = {Koch, P.  and Maass, M. and Bruhns, M. and Droigk, C.  and Parbs, T. J. and Mertins, A.}, 
    Title = {Neural Networks 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., 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
    BibTeX Datei
    @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},
    }
    
  • 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
    BibTeX
    @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},
    }
  • 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
    BibTeX Datei
    @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

  • 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
    BibTeX Poster
    @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
    BibTeX Datei
    @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
    BibTeX Datei
    @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}
    }
  • Phan, H., Koch, P., McLoughlin, I. and Mertins, A.: Enabling Early Audio Event Detection with Neural Networks in Proc. 43rd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Calgary, Canada, April, 2018
    BibTeX Datei
    @InProceedings{phan2018a,
      Title                    = {Enabling Early Audio Event Detection with Neural Networks},
      Author                   = {H. Phan and P. Koch and I. McLoughlin and A. Mertins},
      Booktitle                = {Proc. 43rd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      Year                     = {2018},
      Address                  = {Calgary, Canada},
      Month                    = {April},
      Owner                    = {engs1778},
      Timestamp                = {2018.02.09}
    }
    
  • 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
    BibTeX Datei
    @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
    BibTeX Datei
    @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
    BibTeX Datei
    @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
    BibTeX Link Datei
    @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
    BibTeX Datei
    @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
    BibTeX Datei
    @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
    BibTeX Link Datei
    @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
    BibTeX Datei
    @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
    BibTeX Datei
    @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
    BibTeX Datei
    @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}
    }
    

2016

  • 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
    BibTeX Datei
    @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}
    }
    
  • Moeller, A., Lüpke, M., Koch, P. and Mertins, A.: Classification of Vibroarthrography Signals from Equine Fetlock Joints in 47. Jahrestagung der Deutschen Gesellschaft für Medizinische Physik (DGMP 2016), pp. 552-553, W{\"{u}}rzburg, Germany, Sep, 2016
    BibTeX Datei
    @INPROCEEDINGS{moeller16,
      author = {Moeller, Anita and Lüpke, Matthias and Koch, Philipp and Mertins,
    	Alfred},
      title = {Classification of Vibroarthrography Signals from Equine Fetlock Joints},
      booktitle = {47. Jahrestagung der Deutschen Gesellschaft für Medizinische Physik
    	(DGMP 2016)},
      year = {2016},
      pages = {552-553},
      address = {W{\"{u}}rzburg, Germany},
      month = {Sep}
    }