معرفی
Dimitri Pierre Johannes Gominski is an active Assistant Professor in the Department of Geosciences and Natural Resource Management within the Faculty of Science at the University of Copenhagen. His research bridges computer vision and environmental science, with a focus on applying deep learning techniques to satellite imagery for environmental monitoring. He leads the C-Trees project aimed at mapping individual trees globally, with recent work spanning multiple continents including Europe, India, Rwanda, and the Peruvian Amazon.
Education:
- PhD in Computer Vision (2018-2021) from École Centrale Lyon and IGN Paris
- MS in Electrical Engineering (2012-2017) from INSA Lyon
Gominski's research focuses on making deep neural networks work in real-world conditions where perfect experimental setups are unavailable. His primary research interests include deep learning, generalization techniques, and image retrieval/detection/segmentation specifically applied to environmental monitoring. His work demonstrates expertise in adapting computer vision approaches for practical environmental applications, particularly in forest monitoring and land use analysis.
Analysis of his recent publications (2024-2025) reveals a strong emphasis on using satellite imagery, particularly PlanetScope data, for environmental monitoring across diverse geographical contexts. His research shows interdisciplinary collaboration spanning computer science, environmental science, and geography, with applications in forest conservation, agricultural monitoring, and climate change mitigation. The publications demonstrate methodological innovation in domain adaptation for deep learning models applied to environmental monitoring challenges.
Research Leadership:
- C-Trees project: Mapping individual trees from satellite imagery across Europe with plans for global expansion
- Active collaborations with researchers across multiple countries and institutions
Gominski maintains an active research profile with multiple high-impact publications in 2024-2025 across journals including Nature Sustainability, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, and Communications Earth & Environment. His work has received attention from policy sources, news outlets, and academic communities as evidenced by references in policy documents, media coverage, and social media discussions.
