36 citations · 36 across the 1 of their papers we have counts for
4 papers
Masked Transformer for image Anomaly Localization
Axel De Nardin, Pankaj Mishra, Gian Luca Foresti +1
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 importanc…
VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization
Pankaj Mishra, Riccardo Verk, Daniele Fornasier +2
We present a transformer-based image anomaly detection and localization network. Our proposed model is a combination of a reconstruction-based approach and patch embedding. The use…
Image Anomaly Detection by Aggregating Deep Pyramidal Representations
Pankaj Mishra, Claudio Piciarelli, Gian Luca Foresti
Anomaly detection consists in identifying, within a dataset, those samples that significantly differ from the majority of the data, representing the normal class. It has many pract…
Image anomaly detection with capsule networks and imbalanced datasets
Claudio Piciarelli, Pankaj Mishra, Gian Luca Foresti
Image anomaly detection consists in finding images with anomalous, unusual patterns with respect to a set of normal data. Anomaly detection can be applied to several fields and has…