Postdoctoral Researcher in Endoscopic Video Enhancement / Postdoctoral Researcheress in Endoscopic Video Enhancement

Postdoctoral Researcher in the Area of Endoscopic Video Enhancement

100%, Zurich, fixed-term

The enhancement of endoscopic videos is a complex yet vital task in various clinical interventions, where imaging clarity is essential for procedural success. Due to challenging imaging conditions, the quality of endoscopic videos can often be compromised by various artifacts. This project aims to develop the next generation of enhancement algorithms tailored specifically for endoscopic videos, focusing on applications in real-time interventions. Development efforts will prioritize enhancement quality and computational efficiency, particularly regarding latency.

Project Background

The successful candidate will join the Biomedical Image Computing (BMIC) team at ETH Zurich and will collaborate with the Computer Vision Lab (CVL). The project is conducted in partnership with an industrial implementation team, which will provide support for hardware and software integration.

Job Description

The position encompasses responsibilities across three primary domains: (1) research, (2) teaching, and (3) supervision.

• Research: The researcher is expected to conduct cutting-edge research on the analysis and enhancement of endoscopic videos. This entails the development of new algorithms and methods, alongside the software implementation of those developments. Maintaining open communication and fostering collaboration with project partners is essential, as well as completing the project deliverables.
• Teaching: The researcher will have the opportunity to contribute to courses offered by the BMIC group, including Image Analysis and Computer Vision and Medical Image Analysis. Teaching is optional and not mandatory for the position.
• Supervision: The researcher will be expected to assist in supervising semester and master thesis projects for master's degree students within the department.

Profile

The ideal candidate will possess:

• A PhD in electrical engineering, biomedical engineering, computer science, or a related discipline;
• Experience in the analysis of endoscopic video data;
• Expertise in image and/or video enhancement algorithms;
• A strong interest in the development of real-time, low-latency algorithms;
• A minimum of two first-author publications in top-tier venues such as IEEE Transactions on Medical Imaging, Medical Image Analysis, MICCAI, IPMI, CVPR, ICCV, NeurIPS, ICLR, or ICML;
• Excellent written, verbal, and presentation skills in English.

Workplace

The work will take place in a stimulating environment as part of a multicultural research team that values collaboration and innovation.

We Offer

• An opportunity to further your scientific career at a leading academic institution;
• Access to industry-scale medical data and close collaboration with industry leaders and healthcare experts;
• A competitive salary for postdoctoral positions;
• Excellent working conditions;
• The chance to work in a stimulating multicultural research environment;
• Exposure to both academic and industry settings;
• A high quality of life in one of the world's most livable cities.

We Value Diversity

In line with our values, ETH Zurich encourages an inclusive culture. We promote equal opportunity, value diversity, and nurture a working and learning environment where the rights and dignity of all staff and students are respected. Visit our Equal Opportunities and Diversity website to learn how we ensure a fair and open environment for everyone to grow and thrive.

Curious? So Are We.

We look forward to receiving your online application using the form below. Please ensure you include:

• Your CV;
• Links to two articles where you are the first author;
• Contact details of two references;
• A brief description explaining your interest in this position.

Further information about the Biomedical Image Computing group can be found on our website: https://bmic.ee.ethz.ch/. Questions regarding the position should be directed to Prof. Ender Konukoglu at ender.konukoglu@vision.ee.ethz.ch.

Note: Only applications matching the job profile will be considered.

About ETH Zürich

ETH Zurich is one of the world's leading universities specializing in science and technology. We are renowned for our excellent education, cutting-edge fundamental research, and the direct transfer of new knowledge into society. With over 30,000 people from more than 120 countries, our university promotes independent thinking and inspires excellence. Located in the heart of Europe yet forging connections globally, we work to develop solutions for today's and tomorrow's global challenges.