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PhD Candidates in Geometric Deep Learning for Image and Point Cloud Processing

Applicants are invited to apply for a PhD position in applied mathematics at ETH Zurich. Applications should be submitted as soon as possible.

ETH Zurich is one of the world's leading universities specialising in science and technology. It is renowned for its excellent education, its cutting-edge fundamental research and its efforts to put new knowledge and innovations directly into practice. The EcoVision Lab, led by Dr. Jan Dirk Wegner and Prof. Konrad Schindler, and the Data Analytics Lab, led by Prof. Thomas Hofmann, are seeking applications for PhD positions. We are looking for two PhD candidates (100%) in geometric deep learning for image and point cloud processing

The successful candidates will work on a project which is a close collaboration between the Data Analytics Lab and the EcoVision Lab. One PhD student will be based in the Data Analytics Lab whereas the other will be based in the EcoVision Lab. We will develop novel geometric deep learning methods to analyse non-grid structured data to predict 3D CAD models from raw, unstructured 3D point clouds and to generate topographic maps directly from 2D overhead images. Prior experience in machine learning, computer vision and remote sensing is a plus, fluency in English is required (both written and spoken).

We are looking for highly-motivated candidates with an interest in performing cutting edge research and a strong desire to learn. An ideal candidate will have a degree (M.Sc., M.Eng. or equivalent) in Computer Science, Machine Learning, Remote Sensing, or a related field (e.g. Electrical Engineering, Applied Mathematics) with distinguished grades, strong mathematical understanding, and programming experience, preferably in C++ and/or Python.

We offer an exciting and stimulating environment to study and work in: ETH has several internationally recognized research groups dedicated to computer vision, machine learning, ecology, and the agricultural sciences. We also collaborate with many more institutions and companies in the fields of computer vision, machine learning, earth observation in Switzerland and abroad.


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