Vinicius Kawai, Gustavo Leticio, and Daniel Pedronette. 2025. Semi-Supervised Image Retrieval Through Particle Competition and Cooperation Combined with Manifold Learning. In Proceedings of the 38th Conference on Graphics, Patterns and Images, September 30, 2025, Salvador/BA, Brasil. SBC, Porto Alegre, Brasil, 236-241.