Parallel Spatial Pyramid Match Kernel Algorithm for Object Recognition using a Cluster of Computers

Parallel Spatial Pyramid Match Kernel Algorithm for Object Recognition using a Cluster of Computers

This paper parallelizes the spatial pyramid match kernel (SPK) implementation. SPK is one of the most usable kernel methods, along with support vector machine classifier, with high accuracy in object recognition. MATLAB parallel computing toolbox has been used to parallelize SPK. In this implementat...

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Bibliographic Details
Main Authors: A. Asilian Bidgoli, H. Ebrahimpour-Komle, M. Askari, Seyed J. Mousavirad
Format: Article
Language:English
Published: Shahrood University of Technology 2019-03-01
Series:Journal of Artificial Intelligence and Data Mining
Subjects:
Object recognition
Spatial pyramid match kernel
Parallel computing
Cluster of computers
Support Vector Machine
Online Access:http://jad.shahroodut.ac.ir/article_1159_169528cafc621bc8706b75fb43a5d686.pdf

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