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Florian Gruber
Germany
Fraunhofer Institute for Material and Beam Technology IWS
Research Institute
spectral imaging, HSI, spectral imaging hardware, spectral processing, machine learning, deep learning, artificial intelligence,
Research and development of innovative methods and sensing technologies
- Spectroscopic measurements (IR, Raman, UVVis, NIR, ...)
- Hyperspectral measurements under laboratory and field conditions (UV, VNIR, SWIR)
- Development of hyperspectral imaging systems (HSI) for agricultural applications
- Software development for imaging systems (hardware integration, data acquisition, data evaluation)
- Data evaluation for (hyper-)spectral data: machine learning, deep learning, multivariate data analysis, data exploration, data visualization
The Fraunhofer IWS develops complex system solutions in laser and materials technology. We at the Fraunhofer IWS see ourselves as idea drivers developing solutions with laser applications, functionalized surfaces as well as material and process innovations - from easily integrable individual solutions to cost-efficient mid-sized solutions and complete solutions suitable for industrial use. Research focuses on the aerospace, energy and environmental technology, automotive, medical technology, mechanical engineering and toolmaking, electrical engineering and microelectronics, and photonics and optics sectors.
The essential drive for all members of the Fraunhofer-Gesellschaft is to transfer current research results directly into industrial practice. Driven by this idea, we work every day to find answers to the questions of customers and partners.
The Optical Inspection Technology group at the Fraunhofer IWS has been working on the application of hyperspectral imaging in the industrial environment for over 10 years. In addition to the development of HSI measurement systems, the main focus is on the evaluation of spectral data using machine learning and artificial intelligence . A major focus is on the user-friendly application of machine learning, for which own software solutions are developed.