Felix Njap

Former Research Associate

Publications

2017

Ian McLoughlin, Haomin Zhang, Zhipeng Xie, Yan Song, Wei Xiao, and Huy Phan,
Continuous Robust Sound Event Classification Using Time-Frequency Features and Deep Learning, PLoS ONE , vol. 12, no. 9, 2017.
DOI:10.1371/journal.pone.0182309
File: phan2017e.pdf
Bibtex: BibTeX
@ARTICLE{phan2017e,
  author = {Ian McLoughlin and Haomin Zhang and Zhipeng Xie and Yan Song and
	Wei Xiao and Huy Phan},
  title = {Continuous Robust Sound Event Classification Using Time-Frequency
	Features and Deep Learning},
  journal = {PLoS ONE},
  year = {2017},
  volume = {12},
  number = {9},
  month = {September},
  eid = {e0182309},
  owner = {Phan},
  timestamp = {2017.09.14},
doi = {10.1371/journal.pone.0182309}
}
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}
}
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}
}

2016

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}
}
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}
}
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}
}
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}
}
F. Trusheim, A. P. Condurache, and A. Mertins,
Graphical stochastic models for tracking applications with variational message passing inference, in Proc. 6th International Conference on Image Processing Theory, Tools and Applications (IPTA 2016) , Oulu, Finland , 2016.
File: Paper_IPTA_2016_Felix_Trusheim.pdf
Bibtex: BibTeX
@InProceedings{Trusheim16,
  author       = {F. Trusheim and A. P. Condurache and A. Mertins},
  title        =  {Graphical stochastic models for tracking applications with variational message passing inference},
  booktitle = {Proc. 6th International Conference on Image Processing Theory, Tools and Applications (IPTA 2016)},
  year = {2016},
  address = {Oulu, Finland},
  month = {December},
  owner = {Trusheim},
  timestamp = {2017.01.11}
}
Max Schmiedel, Anita Moeller, Martin A. Koch, and Alfred Mertins,
Designing a compact MRI motion phantom, in Current Directions in Biomedical Engineering , Basel, Switzerland , 2016. pp. 471-474.
DOI:10.1515/cdbme-2016-0104
File: schmiedel16.pdf
Bibtex: BibTeX
@INPROCEEDINGS{schmiedel16,
  author = {Schmiedel, Max and Moeller, Anita and Koch, Martin A. and Mertins,
	Alfred},
  title = {Designing a compact MRI motion phantom},
  booktitle = {Current Directions in Biomedical Engineering},
  year = {2016},
  volume = {2},
  number = {1},
  pages = {471-474},
  address = {Basel, Switzerland},
  month = {Oct},
  doi = {10.1515/cdbme-2016-0104}
}
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}
}
Anita Moeller, Matthias Lüpke, Philipp Koch, and Alfred Mertins,
Classification of Vibroarthrography Signals from Equine Fetlock Joints, in 47. Jahrestagung der Deutschen Gesellschaft für Medizinische Physik (DGMP 2016) , Würzburg, Germany , 2016. pp. 552-553.
File: moeller16.pdf
Bibtex: BibTeX
@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 = {Würzburg, Germany},
  month = {Sep}
}

2015

Huy Phan, Lars Hertel, Marco Maaß, Radoslaw Mazur, and Alfred Mertins,
Representing Nonspeech Audio Signals through Speech Classification Models, in Proc. 16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015) , Dresden, Germany , 2015. pp. 3441--3445.
File: phan2015d.pdf
Bibtex: BibTeX
@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}
}
Marco Maaß, Huy Phan, Anita Möller, and Alfred Mertins,
Cosine-Sine Modulated Filter Banks for Motion Estimation and Correction, in Proc. Advanced Concepts for Intelligent Vision Systems (ACIVS) , Battiato, Sebastiano and Blanc-Talon, Jacques and Gallo, Giovanni and Philips, Wilfried and Popescu, Dan and Scheunders, Paul, Eds. Catania, Italy: Springer International Publishing, 2015. pp. 195-204.
DOI:10.1007/978-3-319-25903-1_17
ISBN:978-3-319-25902-4
File: maass2015.pdf
Bibtex: BibTeX
@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}
}
Rand K. Almajidy, Khang S. Led, and Ulrich G. Hofmann,
Novel near infrared sensors for hybrid BCI applications, in Proceedings of SPIE , 2015.
File: Almajidy2015_01.pdf
Bibtex: BibTeX
@INPROCEEDINGS{Almajidy2015,
  author = {Rand K. Almajidy and Khang S. Led and Ulrich G. Hofmann},
  title = {Novel near infrared sensors for hybrid BCI applications},
  booktitle = {Proceedings of SPIE},
  year = {2015},
  volume = {9536},
  timestamp = {2015.08.24}
}
J. O. Jungmann, R. Mazur, and A. Mertins,
Joint time- and frequency-domain reshaping of room impulse responses, in Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing , 2015. pp. 733-737.
File: Jungmann2015.pdf
Bibtex: BibTeX
@INPROCEEDINGS{Jungmann2015,
  author = {Jungmann, J. O. and Mazur, R. and Mertins, A.},
  title = {Joint time- and frequency-domain reshaping of room impulse responses},
  booktitle = {Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing},
  year = {2015},
  pages = {733-737},
  month = {April}
}
H. Phan, M. Maaß, R. Mazur, and A. Mertins,
Early Event Detection in Audio Streams, in Proc. 2015 {IEEE} International Conference on Multimedia and Expo ({ICME} 2015) , Torino, Italy , 2015. pp. 1--6.
File: phan2015b_02.pdf
Bibtex: BibTeX
@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}
}
L. Hertel, E. Barth, T. Käster, and T. Martinetz,
Deep Convolutional Neural Networks as Generic Feature Extractors, in Proc. 2015 IEEE International Joint Conference on Neural Networks (IJCNN) , Killarney, Ireland , 2015.
File: hertel_ijcnn_2015.pdf
Bibtex: BibTeX
@INPROCEEDINGS{hertel2015a,
  author = {L. Hertel and E. Barth and T. Käster and T. Martinetz},
  title = {Deep Convolutional Neural Networks as Generic Feature Extractors},
  booktitle = {Proc. 2015 IEEE International Joint Conference on Neural Networks (IJCNN)},
  address = {Killarney, Ireland},
  year = {2015},
  month = {July},
  owner = {Hertel},
  timestamp = {2015.05.13}
}
H. Phan, M. Maaß, R. Mazur, and A. Mertins,
Random Regression Forests for Acoustic Event Detection and Classification, I{EEE}/{ACM} Transactions on Audio, Speech, and Language Processing , vol. 23, no. 1, pp. 20--31, 2015.
DOI:10.1109/TASLP.2014.2367814
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},
}
Tiemin Mei, Pengcheng Hang, and Alfred Mertins,
Adaptive estimation and reshaping of room impulse response, International Journal of Speech Technology , vol. 18, no. 1, pp. 91-95, 2015. Springer US.
DOI:10.1007/s10772-014-9252-6
File: s10772-014-9252-6
Bibtex: BibTeX
@ARTICLE{Mei-Hang-Mertins-2015,
   author = {Mei, Tiemin and Hang, Pengcheng and Mertins, Alfred},
   title = {Adaptive estimation and reshaping of room impulse response},
   journal = {International Journal of Speech Technology},
   year = {2015},
   volume = {18},
   pages = {91-95},
   number = {1},
   doi = {10.1007/s10772-014-9252-6},
   issn = {1381-2416},
   keywords = {Adaptive estimation; Adaptive reshaping; Room impulse response},
   language = {English},
   publisher = {Springer US},
   url = {http://dx.doi.org/10.1007/s10772-014-9252-6}
}
A. P. Condurache,
"A Tutorial on Blind Source Separation using Independent Component Analysis and Related Methods" 2015.
File: Condurache15_Tutorial_BSS_ICA.pdf
Bibtex: BibTeX
@TECHREPORT{Condurache15,
  author = {A. P. Condurache},
  title = {A Tutorial on Blind Source Separation using Independent Component Analysis and Related Methods},
  institution = {University of Lübeck,  Institute for Signal Processing,  Technical Report},
  month = {April},
  year = {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}
}
Radoslaw Mazur, Huy Phan, and Alfred Mertins,
A Clustering Approach for Solving the Spatial Aliasing Problem in Convolutive Blind Source Separation, in 20th International Conference on Digital Signal Processing (DSP 2015) , Singapore , 2015. pp. 679-683.
File: dsp-2015-mazur.pdf
Bibtex: BibTeX
@InProceedings{mazur2015,
  author =    {Radoslaw Mazur and Huy Phan and Alfred Mertins},
  title =     {A Clustering Approach for Solving the Spatial Aliasing Problem in Convolutive Blind Source Separation},
  booktitle = {20th International Conference on Digital Signal Processing (DSP 2015)},
  year =      {2015},
  pages =     {679-683},
  address =   {Singapore},
  month =     {July}
}