Tian, Miao; Cui, Ying; Long, Haixia; Li, Junxia - In: Industrial Robot: the international journal of robotics … 48 (2021) 5, pp. 673-679
Purpose In novelty detection, the autoencoder based image reconstruction strategy is one of the mainstream solutions. The basic idea is that once the autoencoder is trained on normal data, it has a low reconstruction error on normal data. However, when faced with complex natural images, the...