Exploring Federated Learning for Thermal Urban Feature Segmentation - A Comparison of Centralized and Decentralized Approaches

Leonhard Duda, Khadijeh Alibabaei, Elena Vollmer, Leon Klug, Valentin Kozlov, Lisana Berberi, Mishal Benz, Rebekka Volk, Juan Pedro Gutiérrez H. Muriedas, Markus Götz, Judith Sáinz-Pardo Díaz, Álvaro López García, Frank Schultmann, Achim Streit. Exploring Federated Learning for Thermal Urban Feature Segmentation - A Comparison of Centralized and Decentralized Approaches. In Osvaldo Gervasi, Beniamino Murgante, Chiara Garau, Yeliz Karaca, David Taniar, Ana Maria A. C. Rocha, Bernady O. Apduhan, editors, Computational Science and Its Applications - ICCSA 2025 - 25th International Conference, Istanbul, Turkey, June 30 - July 3, 2025, Proceedings, Part I. Volume 15648 of Lecture Notes in Computer Science, pages 285-302, Springer, 2025. [doi]

Abstract

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