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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Bibliographic Details
Main Authors: Matthias Hermann, Georg Umlauf, Bastian Goldlücke, Matthias O. Franz
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/19/7674