no code implementations • 19 May 2020 • Leixin Zhou, Wenxiang Deng, Xiaodong Wu
An VAE trained on normal images is expected to only be able to reconstruct normal images, allowing the localization of anomalous pixels in an image via manipulating information within the VAE ELBO loss.
no code implementations • MIDL 2019 • Leixin Zhou, Wenxiang Deng, Xiaodong Wu
Deep learning based image segmentation methods have achieved great success, even having human-level accuracy in some applications.