Michael Baumgartner

ZHAW School of Engineering
Forschungsschwerpunkt Angewandte Optik
Technikumstrasse 9
8400 Winterthur

+41 (0) 58 934 40 10
michael.baumgartner@zhaw.ch

Projects

Internet of Things # Amfora. A Swiss Digital Solution for Global Foodservice / Team member / laufend
Printer for optical lenses for fast prototyping and small series / Team member / abgeschlossen
Self-learning optical sensor / Team member / abgeschlossen
Adaptive lenses for augemted reality applications / Team member / abgeschlossen
StereO2 – Low-power optical oxygen sensor / Team member / abgeschlossen

Publications

Articles in scientific journal, peer-reviewed

Venturini, Francesca; Fluri, Silvan; Mejari, Manas; Baumgartner, Michael; Piga, Dario; Michelucci, Umberto,

2024.

Shedding light on the ageing of extra virgin olive oil : probing the impact of temperature with fluorescence spectroscopy and machine learning techniques.

LWT - Food Science and Technology.

191(115679).

Available from: https://doi.org/10.1016/j.lwt.2023.115679
Venturini, Francesca; Fluri, Silvan; Baumgartner, Michael,

2023.

Dataset of fluorescence EEM and UV spectroscopy data of olive oils during ageing.

Data.

8(5), pp. 81.

Available from: https://doi.org/10.3390/data8050081
Venturini, Francesca; Sperti, Michela; Michelucci, Umberto; Herzig, Ivo; Baumgartner, Michael; Caballero, Josep Palau; Jimenez, Arturo; Deriu, Marco Agostino,

2021.

Exploration of Spanish olive oil quality with a miniaturized low-cost fluorescence sensor and machine learning techniques.

Foods.

10(5), pp. 1010.

Available from: https://doi.org/10.3390/foods10051010
Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

2020.

Dual oxygen and temperature luminescence learning sensor with parallel inference.

Sensors.

20(17), pp. 4886.

Available from: https://doi.org/10.3390/s20174886
Michelucci, Umberto; Baumgartner, Michael; Venturini, Francesca,

2019.

Optical oxygen sensing with artificial intelligence.

Sensors.

19(4), pp. 777.

Available from: https://doi.org/10.3390/s19040777
Venturini, Francesca; Baumgartner, Michael; Borisov, Sergey,

2018.

Mn4+-doped magnesium titanate : a promising phosphor for self-referenced optical temperature sensing.

Sensors.

18(2/668).

Available from: https://doi.org/10.3390/s18020668

Conference contributions, peer-reviewed

Venturini, Francesca; Fluri, Silvan; Mejari, Manas; Baumgartner, Michael; Piga, Dario; Michelucci, Umberto,

2024.

Machine learning-enhanced fluorescence spectroscopy for the quality assessment of extra virgin olive oil during ageing [paper].

In:

Berghmans, Francis; Zergioti, Ioanna, eds.,

Optical Sensing and Detection VIII.

SPIE Photonics Europe, Strasbourg, France, 7-11 April 2024.

SPIE.

pp. 129991F.

Proceedings of SPIE ; 12999.

Available from: https://doi.org/10.1117/12.3016879
Michelucci, Umberto; Fluri, Silvan; Baumgartner, Michael; Venturini, Francesca,

2023.

Deep learning super resolution for high-speed excitation emission matrix measurements [paper].

In:

Jalali, Bahram; Kitayama, Ken-ichi, eds.,

AI and Optical Data Sciences IV.

SPIE Photonics West, San Francisco, USA, 28 January - 2 February 2023.

SPIE.

Available from: https://doi.org/10.1117/12.2647589
Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

2021.

Implementation of multi-task learning neural network architectures for robust industrial optical sensing [paper].

In:

Lehmann, Peter; Osten, Wolfgang; Albertazzi Gonçalves Jr., Armando, eds.,

Optical Measurement Systems for Industrial Inspection XII.

SPIE Optical Metrology, online, 21-26 June 2021.

Bellingham:

Society of Photo-Optical Instrumentation Engineers.

pp. 117822H.

Proceedings of SPIE ; 11782.

Available from: https://doi.org/10.1117/12.2593469
Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

2021.

Implementation of multi-task learning neural network architectures for robust industrial optical sensing [poster].

In:

Lehmann, Peter; Osten, Wolfgang; Albertazzi Gonçalves Jr., Armandi, eds.,

Optical Measurement Systems for Industrial Inspection XII.

SPIE Optical Metrology, online, 21-25 June 2021.

Bellingham:

Society of Photo-Optical Instrumentation Engineers.

Proceedings of SPIE ; 11782.

Available from: https://doi.org/10.1117/12.2593469
Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

2021.

New approach for temperature-immune oxygen sensing based on Pt-TFPP [paper].

In:

OSA Technical Digest.

OSA Optical Sensors and Sensing Congress, online, 19-23 July 2021.

Optica Publishing Group.

pp. SW5H.2.

Available from: https://doi.org/10.1364/SENSORS.2021.SW5H.2
Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

2020.

Multi-task learning approach for optical luminescence sensing [poster].

In:

Applied Machine Learning Days (AMLD), Lausanne, 25-29 January 2020.
Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

2020.

Deep-learning for multi-parameter luminescence sensing : demonstration of dual sensor [paper].

In:

Proceedings Frontiers in Optics / Laser Science.

OSA Frontiers in Optics / Laser Science, online, 14-17 September 2020.

OSA Publishing.
Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

2020.

Dual oxygen and temperature sensing with single indicator using multi-task-learning neural networks [paper].

In:

Proceedings Volume 11354 : Optical Sensing and Detection VI.

SPIE Photonics Europe, Digital Forum, France, 6 - 10 April 2020.

Bellingham:

Society of Photo-Optical Instrumentation Engineers (SPIE).

Available from: https://doi.org/10.1117/12.2554941
Venturini, Francesca; Baumgartner, Michael; Michelucci, Umberto,

2019.

New approach for luminescence sensing based on machine learning [paper].

In:

Jalali, Bahram; Kitayama, Ken-ichi, eds.,

Proceedings Volume 10937 : Optical Data Science II.

SPIE OPTO, San Francisco, USA, 2-7 February 2019.

SPIE.

Available from: https://doi.org/10.1117/12.2508969
Venturini, Francesca; Baumgartner, Michael; Borisov, S.M.,

2018.

New opportunities for optical temperature sensing with Mn4+-doped magnesium titanate [paper].

In:

Advanced Photonics 2018.

OSA Advanced Photonics Congress 2018, Zürich, 2-5 July 2018.

Available from: https://doi.org/10.1364/BGPPM.2018.JTu2A.63

Oral conference contributions and abstracts

Venturini, Francesca; Fluri, Silvan; Mejari, Manas; Baumgartner, Michael; Piga, Dario; Michelucci, Umberto,

2024.

Machine learning-enhanced fluorescence spectroscopy for the quality assessment of extra virgin olive oil during ageing.

In:

SPIE Photonics Europe, Strasbourg, France, 7-11 April 2024.

Available from: https://doi.org/10.1117/12.3016879
Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

2021.

New approach for temperature-immune oxygen sensing based on Pt-TFPP.

In:

OSA Optical Sensors and Sensing Congress, online, 19-23 July 2021.

Available from: https://osa.zoom.us/rec/play/MvNgUQyUZcCHsaYidUEieFhKJSC_0H951ohgwMQLgaJu2hOUG4Cp8c6EbckrxwSFPVgA4icXYkOKpYHl.bke5ll04aQIuRasd?continueMode=true&_x_zm_rtaid=rEeKPUbBRbuPidh8EtTeUQ.1630395453945.87ac6bdfd1c3781b0e74319831d7e46a&_x_zm_rhtaid=928
Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

2020.

Dual oxygen and temperature sensing with single indicator using multi-task-learning neural networks.

In:

SPIE Photonics Europe, Digital Forum, France, 6 - 10 April 2020.
Venturini, Francesca; Michelucci, Umberto; Baumgartner, Michael,

2020.

Deep-learning for multi-parameter luminescence sensing : demonstration of dual sensor.

In:

OSA Frontiers in Optics / Laser Science, online, 14-17 September 2020.
Venturini, Francesca; Baumgartner, Michael,

2019.

New approach for luminescence sensing based on machine learning.

In:

SPIE OPTO, San Francisco, USA, 2-7 February 2019.

SPIE - The International Society for Optical Engineering.

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