Description: Purpose
The Imaging, Signals, and Machine Learning (ISML) group at the Oak Ridge National Laboratory (ORNL) is seeking a
Postdoctoral Research Associate with expertise in computer vision/image processing and data analytics. The ISML group
conducts applied computer vision research and development addressing important issues of industrial and economic
competitiveness, biomedical measurement science, and national security. The group consists of staff members with
backgrounds in electrical engineering, computer science, and optical engineering, and frequently collaborates with partners in industry, academia, and other government organizations.
Major Duties/Responsibilities
This position will be responsible to pursue research and development of computer vision techniques coupled with machine
learning/data analytics approaches for the quality control of additive manufacturing processes. Joining a research team
consisting of material scientists, electrical engineers and computer scientists, the successful candidate shall demonstrate a well-rounded ability to perform technically in at least one of the following areas:
- Computer vision and machine learning
- Multi-dimensional and multi-modal signal processing
- Spatio-temporal data mining
- Multidimensional data visualization and data understanding
The candidate is expected to publish work in professional journals and to present results to the scientific community.
Qualifications Required
- The position requires a Ph.D. in electrical engineering, computer engineering, computer science or closely related field
- Experience in designing and building algorithms for 2D and 3D image understanding
- Demonstrated experience conceiving and executing research and development projects
- Substantial programming skills using tools such as C/C++ / Python / Matlab
- Significant experience with the following libraries is mandatory: OpenCV, CUDA, Qt
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