Search Results for author: Mengliu Zhao

Found 2 papers, 1 papers with code

Skin3D: Detection and Longitudinal Tracking of Pigmented Skin Lesions in 3D Total-Body Textured Meshes

1 code implementation2 May 2021 Mengliu Zhao, Jeremy Kawahara, Kumar Abhishek, Sajjad Shamanian, Ghassan Hamarneh

Our lesion tracking algorithm achieves an average matching accuracy of 88% on a set of detected corresponding pairs of prominent lesions of subjects imaged in different poses, and an average longitudinal accuracy of 71% when encompassing additional errors due to lesion detection.

Lesion Detection

WhiteNNer-Blind Image Denoising via Noise Whiteness Priors

no code implementations8 Aug 2019 Saeed Izadi, Zahra Mirikharaji, Mengliu Zhao, Ghassan Hamarneh

Specifically, by using total variation and piecewise constancy priors along with noise whiteness priors such as auto-correlation and stationary losses, our network learns to decouple an input noisy image into the underlying signal and noise components.

Image Denoising SSIM

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