The insiTUMlab is a DFG-funded Core Facility dedicated to the non-destructive, in-situ investigation of cultural heritage. We are seeking a highly motivated Postdoctoral Researcher to join our interdisciplinary team. Your Responsibilities: Develop and implement Hyperspectral Imaging (HSI) methodologies for in-situ investigation of cultural heritage objects and architectural surfaces, covering VNIR and SWIR spectral ranges; Design and optimize HSI data-processing workflows, including spectral calibration, preprocessing, classification, and mapping; Integrate HSI with complementary spectroscopic techniques (Macro-XRF, Raman, FTIR in reflection mode) to enable multimodal data fusion and automated material characterization; Apply and further develop machine-learning and statistical models (e.g. PCA, SAM, clustering, neural networks) for spectral interpretation, segmentation, and material identification; Create and curate a dedicated HSI spectral library for cultural heritage materials, linking reference samples, mock-ups, and in-situ data, and defining standardized metadata and interoperability formats.

Plus d’informations :
[Website Technical University of Munich]