Postdoctoral Researcher / Postdoctoral Researcheress

Postdoctoral Researcher in the Area of Endoscopic Video Enhancement

100%, Zurich, fixed-term

The enhancement of endoscopic videos is a critical yet complex task. These videos play a vital role in various clinical interventions, where clarity of imaging data is essential for procedural success. Given the challenging imaging conditions, endoscopic video quality can be severely compromised by a range of artifacts. This project aims to develop the next generation of enhancement algorithms specifically designed for endoscopic videos, with a focus on applications for real-time interventions. Development efforts will prioritize both enhancement quality and computational efficiency, particularly with respect to latency.

Project Background

The successful candidate will join the Biomedical Image Computing (BMIC) team at ETH Zurich and also be part of the Computer Vision Lab (CVL). This project is conducted in collaboration with an industrial implementation partner, who will assist with hardware and software integration.

Job Description

The position involves duties across three main areas: (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 includes the development of new algorithms and methods, along with the software implementation of these advancements. Maintaining open communication and fostering collaboration with project partners is essential, as well as completing project deliverables.
• Teaching: The researcher will have the opportunity to contribute to courses taught by members of the BMIC group, such as Image Analysis and Computer Vision, and Medical Image Analysis. While teaching is not mandatory, it is an option available to the researcher.
• Supervision: The researcher will be expected to contribute to the supervision of semester and master's thesis projects conducted by master’s 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 developing 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 position will be based in Zurich, providing a stimulating work environment supported by state-of-the-art facilities.

We Offer

• An opportunity to advance your scientific career at a leading academic institution,
• Access to industry-scale medical data and close collaboration with industry leaders and medical experts,
• A competitive salary for postdoctoral positions,
• Excellent working conditions,
• A chance to work in a stimulating environment as part of a multicultural research team,
• Exposure to both academia and industry,
• 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 equality of 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 that allows everyone to grow and flourish.

Curious? So Are We.

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

• Your CV,
• Links to two articles where you were the first author that you would like to highlight,
• Contact details of two references, and
• A brief description explaining your interest in this position.

For further information about the Biomedical Image Computing group, please visit our website here. Questions regarding the position should be directed to Prof. Ender Konukoglu at ender.konukoglu@vision.ee.ethz.ch.

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 direct transfer of new knowledge into society. Over 30,000 people from more than 120 countries find our university to be a place that promotes independent thinking and inspires excellence. Located in the heart of Europe, yet forging connections all over the world, we work together to develop solutions for the global challenges of today and tomorrow.