Search Results for author: Amirreza Hashemi

Found 4 papers, 1 papers with code

A novel perspective on denoising using quantum localization with application to medical imaging

no code implementations22 Apr 2024 Amirreza Hashemi, Sayantan Dutta, Bertrand Georgeot, Denis Kouame, Hamid Sabet

Our approach views medical images as amorphous structures akin to those found in condensed matter physics and we propose an algorithm that incorporates the concept of mode resolved localization directly into the denoising process.

Image Denoising Image Reconstruction

AutoVisual Fusion Suite: A Comprehensive Evaluation of Image Segmentation and Voice Conversion Tools on HuggingFace Platform

1 code implementation17 Dec 2023 Amirreza Hashemi

This study presents a comprehensive evaluation of tools available on the HuggingFace platform for two pivotal applications in artificial intelligence: image segmentation and voice conversion.

Image Segmentation Segmentation +4

Application of Spherical Convolutional Neural Networks to Image Reconstruction and Denoising in Nuclear Medicine

no code implementations6 Jul 2023 Amirreza Hashemi, Yuemeng Feng, Arman Rahmim, Hamid Sabet

This work investigates use of equivariant neural networks as efficient and high-performance frameworks for image reconstruction and denoising in nuclear medicine.

Computational Efficiency Denoising +1

Graph Convolutional Neural Networks for Body Force Prediction

no code implementations3 Dec 2020 Francis Ogoke, Kazem Meidani, Amirreza Hashemi, Amir Barati Farimani

The ability of the method to predict global properties from spatially irregular measurements with high accuracy is demonstrated by predicting the drag force associated with laminar flow around airfoils from scattered velocity measurements.

Prediction

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