Assessing Representation Learning and Clustering Algorithms for Computer-Assisted Image Annotation—Simulating and Benchmarking MorphoCluster

por Schröder, Simon-Martin, Kiko, Rainer
Publicado 2022

MorphoCluster: Efficient Annotation of Plankton Images by Clustering

por Schröder, Simon-Martin, Kiko, Rainer, Koch, Reinhard
Publicado 2020

Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy

por Schmarje, Lars, Brünger, Johannes, Santarossa, Monty, Schröder, Simon-Martin, Kiko, Rainer, Koch, Reinhard
Publicado 2021

Machine learning techniques to characterize functional traits of plankton from image data

por Orenstein, Eric C., Ayata, Sakina‐Dorothée, Maps, Frédéric, Becker, Érica C., Benedetti, Fabio, Biard, Tristan, de Garidel‐Thoron, Thibault, Ellen, Jeffrey S., Ferrario, Filippo, Giering, Sarah L. C., Guy‐Haim, Tamar, Hoebeke, Laura, Iversen, Morten Hvitfeldt, Kiørboe, Thomas, Lalonde, Jean‐François, Lana, Arancha, Laviale, Martin, Lombard, Fabien, Lorimer, Tom, Martini, Séverine, Meyer, Albin, Möller, Klas Ove, Niehoff, Barbara, Ohman, Mark D., Pradalier, Cédric, Romagnan, Jean‐Baptiste, Schröder, Simon‐Martin, Sonnet, Virginie, Sosik, Heidi M., Stemmann, Lars S., Stock, Michiel, Terbiyik‐Kurt, Tuba, Valcárcel‐Pérez, Nerea, Vilgrain, Laure, Wacquet, Guillaume, Waite, Anya M., Irisson, Jean‐Olivier
Publicado 2022