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ELLIS is a network of excellence connecting top AI researchers across European borders to strengthen the leadership of AI made in Europe.
Vestéinn Snaebjarnarson
PhD
University of Copenhagen
Fine grained visual analysis using natural language
The project is based around analysis of images by use of natural language, in particular for fine grained categorization and analysis. The idea is that the use of natural language will serve both as grounding for direct labelling as well as for comparison to other sources of information. Adaptation of existing general purpose multimodal systems for efficient and targeted use will be explored. Generation of captions from images with the purpose of explaining labels and scenes will be considered. The use of purely textual information for the purpose of analysing images will also be investigated, in particular for novel situations where no labelled images exist.
Track:
Academic Track
Primary Advisor
Exchange Advisor
PhD Duration:
September 1st, 2022 - August 31st, 2025
First Exchange:
June 1st, 2024 - December 31st, 2024