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Postdoctoral Researcher (f/m/d) Machine Learning for Image Based Scene Reconstruction
Published(61 days ago)
Fraunhofer-Institut für Integrierte Schaltungen (IIS)Erlangen
FRAUNHOFER-INSTITUT FÜR INTEGRIERTE SCHALTUNGEN IIS
WE HAVE AN IMMEDIATE OPENING IN OUR »AUDIO AND MEDIA TECHNOLOGIES« DIVISION OF FRAUNHOFER IIS IN ERLANGEN, GERMANY, FOR A
POSTDOCTORAL RESEARCHER (F/M) MACHINE LEARNING FOR IMAGE BASED SCENE RECONSTRUCTION
What is it about?
You love finding creative solutions for tricky challenges? You are passionate about computer vision? Then join our team to use machine learning for better scene understanding.
Your tasks are to come up with new concepts and algorithms which allow an encompassing digital representation of photographed scenes. This includes the retrieval of 3D geometry,
optical material properties and illumination conditions. By means of machine learning and neuronal networks, you solve open challenges in computer vision and multi-camera systems.
In collaboration with a team, you create prototype implementations, evaluate their performance and document the findings. Finally, based on identified user requirements, you optimize
the systems and implementations for successful use in industry.
The Fraunhofer IIS »Audio and Media Technologies« division has been making its mark on media digitalization for over 30 years, developing pioneering standards
such as MP3 and AAC. Motivated by this success, we aim to address new challenges in light-field image processing for media, communication, documentation, architecture and
future automotive applications.
What we expect from you
A scientific degree in Electronics, Computer Science, Natural Sciences, Engineering Sciences, Media Technologies, Neurosciences or a related subject
Experience in machine learning
Expertise in computer vision and multi-camera algorithms
Experience in using Python, MATLAB or C++
Enthusiasm for scientific issues and scientific working methods
Sound command of English for working in an international team
What you can expect from us
We offer you varied and challenging work in an enthusiastic team. You can contribute with your ideas and help design new concepts. Regular training is given, as are flexible,
family-friendly work arrangements. You will have a state-of-the-art workstation in a modern, bright 2- to 3-person office.
Appointment, remuneration and social security benefits based on the public-sector collective wage agreement (TVöD).
This vacancy is also available on a part-time basis.
The Fraunhofer-Gesellschaft is committed to providing equal career opportunities for men and women.
Fraunhofer is Europe's largest application-oriented research organization. Our research efforts are geared entirely to people's needs: health, security, communication, energy and the environment.
As a result, the work undertaken by our researchers and developers has a significant impact on people's lives. We are creative. We shape technology. We design products. We improve methods and techniques.
We open up new vistas.
Intimidating? Don’t worry. We are an interdisciplinary team, looking to support young career-oriented talents. Hence, do not hesitate to join the home of MP3 and send us
your application (English or German)! Please submit it (in PDF format, including cover letter, CV and references) to: Claudia Kestler-Böhm, via our career portal, quoting
reference number IIS-2019-AME37.
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