Research output per year
Research output per year
Project Details
Description
In this project deep learning approaches are used to solve problems in estimation theory and to solve particular inverse problems.
| Status | Finished |
|---|---|
| Effective start/end date | 01.03.2019 → 31.12.2019 |
Collaborative partners
- Johannes Kepler University Linz (lead)
- Silicon Austria Labs GmbH (Project partner)
Fields of science
- 202015 Electronics
- 202037 Signal processing
- 202 Electrical Engineering, Electronics, Information Engineering
- 202022 Information technology
- 202034 Control engineering
- 202017 Embedded systems
- 202030 Communication engineering
- 202028 Microelectronics
- 102019 Machine learning
- 202027 Mechatronics
- 202040 Transmission technology
- 202025 Power electronics
- 202041 Computer engineering
- 202023 Integrated circuits
- 202036 Sensor systems
JKU Focus areas
- Digital Transformation
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Surfing Virtual Waves to Thermal Tomography: From model- to deep learning-based reconstructions
Kovacs, P., Lehner, B., Thummerer, G., Mayr, G., Burgholzer, P. & Huemer, M., Jan 2022, In: IEEE Signal Processing Magazine. 39, p. 55-67 13 p.Research output: Contribution to journal › Article › peer-review
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A Hybrid Approach for Thermographic Imaging With Deep Learning
Kovacs, P., Lehner, B., Thummerer, G., Mayr, G., Burgholzer, P. & Huemer, M., May 2020, Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020). IEEE, p. 4277-4281 5 p. 9053411Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
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Deep learning approaches for thermographic imaging
Kovacs, P., Lehner, B., Thummerer, G., Mayr, G., Burgholzer, P. & Huemer, M., Oct 2020, In: Journal of Applied Physics. 128, 15, p. 155103 17 p., 155103.Research output: Contribution to journal › Article › peer-review
Activities
- 2 Contributed talk
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A Hybrid Approach for Thermographic Imaging With Deep Learning
Kovacs, P. (Speaker)
08 May 2020Activity: Talk or presentation › Contributed talk › science-to-science
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Variable projection for multiple frequency estimation
Garcia Guzman, Y. (Speaker)
06 May 2020Activity: Talk or presentation › Contributed talk › science-to-science