A Neural Network for Image Anomaly Detection with Deep Pyramidal Representations and Dynamic Routing
Sign Up to like & getrecommendations! Published in 2020 at "International journal of neural systems"
DOI: 10.1142/s0129065720500604
Abstract: Image anomaly detection is an application-driven problem where the aim is to identify novel samples, which differ significantly from the normal ones. We here propose Pyramidal Image Anomaly DEtector (PIADE), a deep reconstruction-based pyramidal approach,… read more here.
Keywords: image; network image; image anomaly; anomaly detection ... See more keywords
Masked Transformer for Image Anomaly Localization
Sign Up to like & getrecommendations! Published in 2022 at "International journal of neural systems"
DOI: 10.1142/s0129065722500307
Abstract: Image anomaly detection consists in detecting images or image portions that are visually different from the majority of the samples in a dataset. The task is of practical importance for various real-life applications like biomedical… read more here.
Keywords: image anomaly; masked transformer; anomaly localization; transformer image ... See more keywords