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Published in:

Volume 3 Issue 12
December-2016
eISSN: 2349-5162

Unique Identifier

JETIR1612022

Page Number

151-157

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Title

Multivariate Gray Model for Diffrent Algorithm using Hyperspectral Image Classification

ISSN

2349-5162

Cite This Article

"Multivariate Gray Model for Diffrent Algorithm using Hyperspectral Image Classification", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.3, Issue 12, page no.151-157, December-2016, Available :http://www.jetir.org/papers/JETIR1612022.pdf

Abstract

Abstract Hyperspectral imaging could be used to simultaneously obtain large amounts of spatial and spectral information on the objects being studied. This paper provides a comprehensive review on the recent development of hyperspectral imaging applications in food and food products. The potential and future work of hyperspectral imaging for food quality and safety control is also discussed First,focusing on evaluating the model coefficients and convolutionintegral, which are key elements in reducing the predictionerror of the GM(1,N), we replace the existing (composite)trapezoidal rule with (composite) Simpson rule. Bidimensional empirical mode decomposition (BEMD) has been one of the core activities in image processing .due to its fully data-driven and self-adaptive nature. Hyperspectral imaging which combines imaging and spectroscopic technology is rapidly gaining ground as a non-destructive, real-time detection tool for food quality and safety assessment.

Key Words

Bidimensional empirical mode decomposition (BEMD), classification, genetic algorithm (GA), hyperspectral image, multivariate gray model (MGM), support vector machine (SVM).

Cite This Article

"Multivariate Gray Model for Diffrent Algorithm using Hyperspectral Image Classification", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.3, Issue 12, page no. pp151-157, December-2016, Available at : http://www.jetir.org/papers/JETIR1612022.pdf

Publication Details

Published Paper ID: JETIR1612022
Registration ID: 160549
Published In: Volume 3 | Issue 12 | Year December-2016
DOI (Digital Object Identifier):
Page No: 151-157
ISSN Number: 2349-5162

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Cite This Article

"Multivariate Gray Model for Diffrent Algorithm using Hyperspectral Image Classification", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.3, Issue 12, page no. pp151-157, December-2016, Available at : http://www.jetir.org/papers/JETIR1612022.pdf




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