Search Results for author: Mohammad Farazi

Found 4 papers, 2 papers with code

TetCNN: Convolutional Neural Networks on Tetrahedral Meshes

no code implementations8 Feb 2023 Mohammad Farazi, Zhangsihao Yang, Wenhui Zhu, Peijie Qiu, Yalin Wang

Our results show the superiority of our LBO-based convolution layer and adapted pooling over the conventionally used unitary cortical thickness, graph Laplacian, and point cloud representation.

OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing

2 code implementations6 Feb 2023 Wenhui Zhu, Peijie Qiu, Oana M. Dumitrascu, Jacob M. Sobczak, Mohammad Farazi, Zhangsihao Yang, Keshav Nandakumar, Yalin Wang

Non-mydriatic retinal color fundus photography (CFP) is widely available due to the advantage of not requiring pupillary dilation, however, is prone to poor quality due to operators, systemic imperfections, or patient-related causes.

Denoising Diabetic Retinopathy Grading +5

Anisotropic Multi-Scale Graph Convolutional Network for Dense Shape Correspondence

no code implementations17 Oct 2022 Mohammad Farazi, Wenhui Zhu, Zhangsihao Yang, Yalin Wang

This paper studies 3D dense shape correspondence, a key shape analysis application in computer vision and graphics.

3D Dense Shape Correspondence

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