Reconstruction by inpainting for visual anomaly detection

• Published in: Pattern recognition Vol. 112; p. 107706
• Main Authors: Zavrtanik, Vitjan, Kristan, Matej, Skočaj, Danijel
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.04.2021
• Subjects: Anomaly detection; CNN; Inpainting; Video anomaly detection; Video anomaly detection; CNN; Inpainting; Anomaly detection

•A reconstruction-by-inpainting-based anomaly detection method (RIAD) was proposed.•RIAD achieves state-of-the-art performance on anomaly detection and localization.•We compare RIAD anomaly detection results with recent anomaly detection methods.•The generality of RIAD is demonstrated by applying it...