Cargando…
MorphoCluster: Efficient Annotation of Plankton Images by Clustering
In this work, we present MorphoCluster, a software tool for data-driven, fast, and accurate annotation of large image data sets. While already having surpassed the annotation rate of human experts, volume and complexity of marine data will continue to increase in the coming years. Still, this data r...
Autores principales: | Schröder, Simon-Martin, Kiko, Rainer, Koch, Reinhard |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7308937/ https://www.ncbi.nlm.nih.gov/pubmed/32481730 http://dx.doi.org/10.3390/s20113060 |
Ejemplares similares
-
Assessing Representation Learning and Clustering Algorithms for Computer-Assisted Image Annotation—Simulating and Benchmarking MorphoCluster
por: Schröder, Simon-Martin, et al.
Publicado: (2022) -
Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy
por: Schmarje, Lars, et al.
Publicado: (2021) -
Clustering the annotation space of proteins
por: Kunin, Victor, et al.
Publicado: (2005) -
Annotation-free learning of plankton for classification and anomaly detection
por: Pastore, Vito P., et al.
Publicado: (2020) -
Similarity maps and hierarchical clustering for annotating FT-IR spectral images
por: Zhong, Qiaoyong, et al.
Publicado: (2013)