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Laplacian Operators for Scientific Computing: A Comparative Analysis of CPU and GPU Implementations

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Title: Laplacian Operators for Scientific Computing: A Comparative Analysis of CPU and GPU Implementations

Authors: Aswini J, Marinto Richee J, M. G. Dinesh, A. Gayathri

Journal: Journal of Neonatal Surgery

HEC Recognition History
Category From To
Y 2023-07-01 2024-09-30
Y 2022-07-01 2023-06-30

Publisher: EL-MED-Pub Publishers

Country: Pakistan

Year: 2025

Volume: 14

Issue: 29S

Language: en

Keywords: Performance Benchmarking

Categories
Computer Science (14978) Scientific Computing (19) Numerical Analysis (431) Algorithm Analysis (39) High-Performance Computing (19)

Abstract

This paper presents a comprehensive bench-marking study of a 2D Laplacian filter implemented on both CPU and GPU architectures for image processing applications. The Laplacian filter serves as a fundamental tool in edge detection and feature extraction, playing a crucial role in various computer vision tasks

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