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Fast and Efficient Image Novelty Detection Based on Mean-Shifts

Image novelty detection is a repeating task in computer vision and describes the detection of anomalous images based on a training dataset consisting solely of normal reference data. It has been found that, in particular, neural networks are well-suited for the task. Our approach first transforms th...

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Detalles Bibliográficos
Autores principales: Hermann, Matthias, Umlauf, Georg, Goldlücke, Bastian, Franz, Matthias O.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9573479/
https://www.ncbi.nlm.nih.gov/pubmed/36236774
http://dx.doi.org/10.3390/s22197674

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