About The Role
The CiMAT (Centre for Imaging, Metrology and Additive Technologies) team at University of Warwick seeks a creative and motivated research fellow in the area of deep learning for (X-ray) image processing.
The appointment is currently until 31 March 2027 (independent of start date), with a view to extend for an additional year dependent on successful project outcomes.
X-ray Computed Tomography (XCT) has been used in industry for materials development, assessment of manufacturing processes by identifying defects and porosity, and creating next generation batteries.
The overall aim of the project is to decrease image acquisition speed by acquiring less/noisier data while still achieving a useful reconstructed image by employing a suite of AI/machine learning tools with limited impact on the task dependence.
Responsibilities:
1. Develop models and methodologies to upscale existing projection datasets by creating synthetic X-ray projections.
2. Apply AI denoising techniques at acquisition of projections and post reconstruction.
3. Assess the impact against the task dependence of real datasets.
About You
Candidates should have experience in AI and machine learning tools including PyTorch/TensorFlow, and image processing including segmentation. There is no requirement for previous experience in X-ray image acquisition or reconstruction, with sufficient training provided, but any experience with medical or industrial imaging would be advantageous.
The team is well equipped with high-end workstations with 1Tb RAM and 4090 GPUs, and a 4-8 GPU server for more complex tasks.
How to Apply
CLOSING DATE: Thursday 06 March 2025 at 11.55pm
To apply, please click ‘Apply’ below and submit an application form by the closing date. Please attach a CV and cover letter.
* Your CV should include your most recent employment experience, any other relevant experience, and education history.
* Your cover letter must detail how you meet each of the essential criteria found in the Job Description document.
What we Offer
We will provide you with a great range of benefits, which include an attractive pension scheme, 30 days holiday plus Christmas closure, excellent learning and development opportunities, and savings on a wide range of products and services. We offer a generous maternity/paternity/adoption/parental leave policy, and onsite childcare facilities.
Our Commitment to Inclusion
Warwick is committed to building an organisation of mutual respect and dignity, promoting a welcoming, diverse, and inclusive working and learning environment. #J-18808-Ljbffr