Search Results for author: Wenxiang Deng

Found 2 papers, 0 papers with code

Unsupervised anomaly localization using VAE and beta-VAE

no code implementations19 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.

Robust Image Segmentation Quality Assessment

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.

Semantic Segmentation

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