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An FPGA Accelerator for 3D Cone-Beam Sparse-View Computed Tomography Reconstruction ... 3D to address the challenging sparse-view computed tomography problem.
View My Schedule. Health and Brain-Machine Applications Session ... An FPGA Accelerator for 3D Cone-Beam Sparse-View Computed Tomography Reconstruction
We also present application of the platform in FDK (Feldkamp-Davis-Kress) cone-beam computed tomography (CT) image reconstruction so as to demonstrate its ...
In this paper we introduce a novel parallel scheme that takes advantage of numerous block RAMs on field-programmable gate arrays (FPGAs). Also, an external ...
Missing: Sparse- | Show results with:Sparse-
This work focuses on image reconstruction in such settings, i.e., when both the number of available CT projections and the training data is extremely limited.
Missing: FPGA Accelerator
1 illustrates the cone-beam CT principle work. The next step is to send these projections to software for running the reconstruction algorithm. FDK algorithm [4] ...
Nov 13, 2021 · Filtered Back-Projection (FBP) is a fundamental compute intense algorithm used in tomographic image reconstruction. Cone-Beam Computed ...
Jul 1, 2024 · To this end, we propose a novel reconstruction framework, namely DIF-Gaussian, which leverages 3D Gaussians to represent the feature ...
Missing: FPGA Accelerator
Low-dose cone-beam CT (LD-CBCT) reconstruction for image ... - NCBI
www.ncbi.nlm.nih.gov › PMC7425566
Aug 12, 2020 · We investigated the feasibility of the proposed few-view CBCT imaging method, the joint DDL and SART algorithm (SART-DDL), and further evaluated ...
In this paper, we implement Feldkamp-Davis-Kress (FDK) algorithm on commodity GPU using an acceleration scheme. In the scheme, two techniques are developed and ...