Alfred Mertins

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Research activity per year

Scientific Focus

Acoustic event detection and localization

Preprocessing for multichannel audio rendering (funded by the German Research Foundation)
http://gepris.dfg.de/gepris/projekt/262418280

Compressed sensing for magnetic resonance imaging in the presence of motion (funded by the German Research Foundation)
http://gepris.dfg.de/gepris/projekt/290129674

Compressed sensing for magnetic particle imaging (funded by the German Research Foundation)
http://gepris.dfg.de/gepris/projekt/250691157

Acoustic sound-field estimation (funded by the German Research Foundation)
http://gepris.dfg.de/gepris/projekt/273246319

Machine learning for biomedical applications

Research Areas and Centers

Centers: Center for Artificial Intelligence Luebeck (ZKIL)

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180 Conference contribution
90 Conference Papers
87 Journal articles
6 Chapter
More

Direct multi-dimensional Chebyshev polynomial based reconstruction for magnetic particle imaging
Droigk, C., Maass, M. & Mertins, A., 21.02.2022, In: Physics in Medicine and Biology. 67, 4, 045014.
Research output: Journal Articles › Journal articles › Research › peer-review
A Recovery Algorithm based on the Kaczmarz Algorithm and ADMM Splitting with Application to Convex Optimization in Magnetic Particle Imaging
Maass, M., Droigk, C., Katzberg, F., Koch, P. & Mertins, A., 2021, 2020 28th European Signal Processing Conference (EUSIPCO). IEEE, p. 2135-2139 5 p. 9287487. (European Signal Processing Conference; vol. 2021-January).
Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review
CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection
Pham, L., Phan, H., Palaniappan, R., Mertins, A. & McLoughlin, I., 08.2021, In: IEEE Journal of Biomedical and Health Informatics. 25, 8, p. 2938-2947 10 p., 9372748.
Research output: Journal Articles › Journal articles › Research › peer-review
6 Citations (Scopus)
Coherence Based Trajectory Optimization for Compressive Sensing of Sound Fields
Katzberg, F., Maass, M. & Mertins, A., 23.08.2021, Proc. 29th European Signal Processing Conference.
Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review
Multi-view Audio and Music Classification
Phan, H., Le Nguyen, H., Chén, O. Y., Pham, L., Koch, P., McLoughlin, I. & Mertins, A., 2021, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 611 - 615
Research output: Journal Articles › Conference Articles in Journals › Research › peer-review

12 Finished

Motion compensation for magnetic resonance imaging with compressed-sensing reconstruction
Frydrychowicz, A. & Mertins, A.
01.01.16 → 31.12.21
Project: DFG Projects › DFG Individual Projects
SPP 1798, Subproject: Dynamic measurement of sound fields using compressed sensing
Mertins, A.
01.07.15 → 31.12.23
Project: DFG Projects › DFG Joint Research: Priority Programs
New models and approaches for the robust equalization of loudspeaker-room systems
Mertins, A.
01.01.15 → 01.01.19
Project: DFG Projects › DFG Individual Projects
Optimized Data Acquisition for Image Reconstruction in Magnetic Particle Imaging (MPI) Based on Compressed Sensing
Buzug, T. & Mertins, A.
01.01.14 → 01.01.19
Project: DFG Projects › DFG Individual Projects
Invariant features for automatic speech recognition based on complex models of speech production and auditory perception
Mertins, A.
01.01.11 → 31.12.13
Project: DFG Projects › DFG Individual Projects

University Teaching Award 2019: Investigative Learning
Buzug, Thorsten (Award Recipient), Handels, Heinz (Award Recipient), Klein, Stephan (Award Recipient), Mertins, Alfred (Award Recipient), Gräfe, Ksenija (Award Recipient), Debbeler-Schmidt, Christina (Award Recipient), Wrage, Jan-Hinrich (Award Recipient), Venker, Silke (Award Recipient) & Böhme, Martina (Award Recipient), 07.11.2019
Prize: Research Prizes, Scientific Awards

Alfred Mertins

Personal profile

Scientific Focus

Research Areas and Centers

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Collaborations and top research areas from the last five years

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Direct multi-dimensional Chebyshev polynomial based reconstruction for magnetic particle imaging

A Recovery Algorithm based on the Kaczmarz Algorithm and ADMM Splitting with Application to Convex Optimization in Magnetic Particle Imaging

CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection

Coherence Based Trajectory Optimization for Compressive Sensing of Sound Fields

Multi-view Audio and Music Classification

Motion compensation for magnetic resonance imaging with compressed-sensing reconstruction

SPP 1798, Subproject: Dynamic measurement of sound fields using compressed sensing

New models and approaches for the robust equalization of loudspeaker-room systems

Optimized Data Acquisition for Image Reconstruction in Magnetic Particle Imaging (MPI) Based on Compressed Sensing

Invariant features for automatic speech recognition based on complex models of speech production and auditory perception

University Teaching Award 2019: Investigative Learning

Alfred Mertins

Personal profile

Scientific Focus

Research Areas and Centers

Fingerprint

Collaborations and top research areas from the last five years

Research output

Projects

Prizes