Chune Zhang

DN-DR: Discriminative Network with Dual Reconstruction for Image Anomaly Detection

One mainstream of image anomaly detection is based on reconstruction. Such methods still struggle with diverse anomalies, such as near-in-distribution or deformed types. To address the challenge, we propose a Discriminative Network with Dual Reconstruction (DN-DR), consisting of a Memory Reconstruct…