Lensless SI Microscopy: Computational Reconstruction Intern

Imec; Vlaams-Brabant; On-site; EUR 8,900 - 16,000; Full time

Job summary

Imec is offering a Master internship in Leuven focused on computational reconstruction for lensless structured illumination fluorescence imaging. The project aims to design and evaluate advanced reconstruction algorithms that convert multiplexed measurements into high-resolution images for high-throughput assays.

The internship explores the interplay between forward modelling and image reconstruction, with tasks including algorithm development, dataset generation, and defining image quality

Qualifications

• Master's student in CS, EE, or Physics.
• Background in image reconstruction or inverse problems is desirable.
• Experience with datasets and reconstruction concepts is helpful.

Responsibilities

• Investigate and optimize the forward model and reconstruction metrics.
• Develop the computational pipeline turning measurements into quantitative images.
• Perform forward modelling, algorithm and network development, and dataset generation.
• Define application-oriented image quality metrics for high-throughput biology.

Skills

Forward modelling

Algorithm development

Network development

Dataset generation

Image quality metrics

Education

Master's in Computer Science

Master's in Electrical Engineering

Master's in Physics

Job description

Imec is offering a Master internship in Leuven focused on computational reconstruction for lensless structured illumination fluorescence imaging. The project aims to design and evaluate advanced reconstruction algorithms that convert multiplexed measurements into high-resolution images for high-throughput assays.

The internship explores the interplay between forward modelling and image reconstruction, with tasks including algorithm development, dataset generation, and defining image quality