Athina Ilioudi
Papers
1
Total Citations
17
H-Index
1
About
Dr. Athina Ilioudi is a leading researcher in marine robotics and computer vision, whose work is pivotal to automating the cleanup of our oceans. Her primary research focuses on robust object detection and segmentation for underwater environments, directly addressing the critical challenge of marine debris. Her most impactful contribution, the 2024 paper "A Dataset for Detection and Segmentation of Underwater Marine Debris in Shallow Waters," has already garnered 17 citations, underscoring its immediate relevance. In this work, Ilioudi tackles the fundamental problem that supervised deep learning models, while state-of-the-art on land, struggle to generalize in the visually complex underwater domain. By introducing a specialized dataset, she provides the essential foundation for training algorithms to accurately identify and localize debris, a crucial step for enabling autonomous collection systems. This achievement marks a significant advance in bridging the gap between terrestrial computer vision and the unique challenges of the marine environment, positioning Ilioudi as a key innovator in the fight against ocean pollution.
Research Focus
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Top Papers
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