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We are Austria’s largest research and technology organisation and an international player in applied research for innovative infrastructure solutions. This makes us a powerful development partner for industry and a top employer in the scientific community. Our Center for Vision, Automation & Control in Vienna invites for applications for a:

PhD Thesis “Explainable AI for anomaly detection in quality inspection”

High-Performance Vision Systems

Imagine
  • You will be part of a multidisciplinary team with a research focus on ultrafast cameras, scalable embedded vision systems, computational imaging, and machine learning concepts.
  • A main challenge in quality surface inspection is the variety of surface appearance, textures, and shapes. In this context, automatic anomaly detection is difficult because detailed domain-specific knowledge about typical failure cases is necessary.
  • In the PhD project, you will investigate how semantic information can be systematically integrated into a modern inspection system based on advanced AI methods with the goal to improve the inspection results and to make them explainable.
Engage
  • You will explore how to make classifiers for optical quality inspection explainable.
  • You will design machine learning models that include intermediate layers of abstraction with semantic descriptions of the components.
  • By integrating the latest technologies for explainable AI and semantic descriptors you will significantly improve our inspection processes and anomaly detection strategies.
  • You will develop an AI system that can learn from an experienced human quality manager where and how to check critical parts and anomalies.
  • You will be supervised by Prof. Matthias Scheutz, Director of the Human-Robot Interaction Lab from the Tufts School of Engineering, Boston, USA and by scientists and engineers of the Center and you will interact with experts in the specific manufacturing domain.
Achieve
  • You will be able to achieve a PhD degree.
  • You will gain experience in a group of international scientists and build up your professional network.
  • You will publish your research results at conferences and in international journals.
Your qualifications as an Ingenious Partner*:
  • Master studies in the field of computer science, electrical engineering, mechatronics, mathematics, physics or similar
  • Good programming skills in in C++, Cuda, Python, Matlab or other languages
  • Experience with machine learning applications (e.g. PyTorch, Tensorflow) and image-processing (e.g. stereo matching, light field, OpenCV) would be an advantage
  • Interested in reading and writing scientific publications and enjoy application-oriented questions from industry
  • High level of commitment and team spirit
  • Excellent knowledge of English in word and writing is mandatory. 

What to expect:
EUR 2.929,- gross per month for 30 hours/week. There will be additional company benefits. You will be part of our international AIT PhD community and participate in our AIT PhD framework program. As a research institution, we are familiar with the supervision and execution of PhD theses and we are looking forward to supporting you accordingly!
 
At AIT, the promotion of women is important to us - that's why we are especially looking forward to applications from female students!

Please submit your application documents including CV, motivational letter and certificates online.

Tomorrow Today - with You?

Apply now!
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