Digitization, Data Processing and Analysis of Industrial and Cultural Objects: Creating Additional Value from Big Data

Speaker:
Kasperl, Stefan; Fraunhofer EZRT; Germany

Authors:
Kasperl, S.; Fraunhofer Institute for Integrated Circuits IIS; Germany
Hanke, R.; Fraunhofer Institute for Integrated Circuits IIS; Germany
Oeckl, S.; Fraunhofer Institute for Integrated Circuits IIS; Germany
Schmitt, P.; Fraunhofer Institute for Integrated Circuits IIS; Germany
Uhlmann, N.; Fraunhofer Institute for Integrated Circuits IIS; Germany
Heinz, D.; Fraunhofer Institute for Integrated Circuits IIS; Germany
Herl, G.; Fraunhofer Institute for Integrated Circuits IIS; Germany
Hiller, J.; Fraunhofer Institute for Integrated Circuits IIS; Germany
Kämmler, A.; Fraunhofer Institute for Integrated Circuits IIS; Germany
Miller, T.; Fraunhofer Institute for Integrated Circuits IIS; Germany
Stock, A.M.; Universität Passau; Germany
Sauer, T.; Universität Passau; Germany

ID: ECNDT-0163-2018
Download: PDF
Session: X-ray radiography 2
Room: G3
Date: 2018-06-11
Time: 16:00 - 16:20

In the course of the digitization of three-dimensional objects with great precision, data in hitherto unknown dimensions are amassed which have to be stored, processed and converted into information.

When developing requirements for future software systems for the processing of these very large data and data sets and the subsequent interpretation of the information (evaluation) at a high data processing speed and with minimum user interaction, companies and research groups are faced with the crucial question:
Which relevant information can be extracted like from image data, so that this information represents a significant added value for users in a specific case? The question is aimed at presumed values that are dormant in data. The same question can also be asked in a cultural-historical context, but not with regards to an entrepreneurial, but to a cultural value. In order to make a significant contribution to the topics at hand, the Fraunhofer Big Picture project is investigating three use cases:

– Sensor technologies and image processing for high-resolution measurements using in-line CT on large-scale, safety-relevant cast components
– Segmentation of volume data sets with limited image quality
– Creation of virtual, natural replicas of cultural objects

The focus of the research project therefore is not the generation of data, but the development of new methods of data processing and information retrieval in collaboration with industrial partners and experts from cultural heritage research.

This article presents the three use cases and their challenges, first results will also be shown.