Ghent University – imec Image Processing and Interpretation Group (IPI)
The Image Processing Group at Ghent University-imec (http://ipi.ugent.be) consists of +/- 40 experienced researchers, post-docs and professors. IPI conducts research in a wide array of both fundamental and applied image processing topics. Application domains of this research include intelligent & autonomous vehicles, surveillance and sensor networks, industrial automation, remote sensing, medical image analysis, video analysis and scene reconstruction.
What you will do
Imec IPI is looking for a qualified and motivated senior researcher to work on sensor fusion and active vision. As a (post-doctoral) researcher with IPI, you will be located at the TELIN offices at Campus UFO in Ghent. You will be offered a contract of indefinite duration at imec, after an initial trial period. The research will focus on developing new fundamental concepts for sensor fusion and active sensing and demonstrating in industrially relevant applications (TRL6). You will collaborate with international industrial partners while embedded in a university research team that is internationally recognized for its extensive expertise regarding sensor fusion for autonomous driving, traffic monitoring and industrial safety. The longer-term perspectives include growing into a role of research supervisor, helping to attract new projects, or remaining active in technical research.
Many smart mobility and industrial automation applications rely on object detection and tracking. Examples include mobile robots, autonomous vehicles, smart traffic infrastructure, security & surveillance. Sensor fusion is essential for safety-critical systems, both to ensure robustness (through considering redundant information) and accuracy (through considering complementary information).
To really empower machine vision both in terms of accuracy and efficiency, sensor fusion and scene analytics must go beyond passive interpretation of the scene. Sensing and computing power must be directed to where it is most essential for task performance (called active sensing), based on cues from earlier observations or from different sensors. This may be achieved by analytics feeding back information to the sensors, which can then, for example, adjust their sensitivity, field of view, resolution or power setting to this information. This feedback will require the development of novel, flexible AI architectures that combine the power of deep learning with a high degree of reconfigurability and adaptability to changing sensor dynamics.
In your research, you will explore these active sensing concepts both for current sensor fusion systems and for next-generation steerable sensors, the design of which you will shape through cooperation with leading industrial partners and innovation hubs.
What we do for you
At IPI, we offer you the opportunity to conduct research in a highly international and friendly working environment. We provide ample opportunity for researchers to take initiative in their work and to develop their professional networks.
The salary is competitive and will be determined by salary scales corresponding to your education, experience, and qualifications, with room for growth based on performance. Staff members can count on a number of benefits, such as a broad range of training and educational opportunities, 36 days of vacation leave (on an annual basis for a full-time position), meal checks, and more.
The IPI Lab is location on the university’s UFO campus in the center of Ghent, Belgium, a city recently rated as one of the best places to visit in Europe for culture (https://www.lonelyplanet.com/articles/ghent-belgiums-best-kept-secret).
Who you are
Please submit your application by email to Prof. Wilfried Philips at Wilfried.firstname.lastname@example.org and Dr. David Van Hamme at email@example.com.
In your email, please include the following:
Applications remain welcome until the position is filled.
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