UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 2 Issue 6
June-2015
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1506054


Registration ID:
150692

Page Number

1996-2002

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Title

A STUDY ON CLASSIFICATION TECHNIQUES USED IN HYPERSPECTRAL IMAGING

Abstract

Hyperspectal imaging is the area where the power of digital imaging and spectroscopy is combined. Hyperspectral camera captures radiance or intensity for each pixel in the form of large number of contiguous spectral bands. The continuous spectrum for each pixel in the image can be used to identify the objects in a scene. Hyperspectral imaging is used in wide variety of applications mainly in astronomy, agriculture, geosciences, biomedical imaging and surveillance. Image classification is one of the important classifications of hyperspectral imaging (HSI). A wide range of classification techniques are available. Since hyperspectral image contains rich amount of information, accuracy of classification is an important issue. The first section of this paper presents the concept of hyperspectral imaging and next session presents various supervised and unsupervised techniques used in hyperspectral image classification.

Key Words

Hyperspectral imaging, supervised classification unsupervised classification

Cite This Article

"A STUDY ON CLASSIFICATION TECHNIQUES USED IN HYPERSPECTRAL IMAGING ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.2, Issue 6, page no.1996-2002, June-2015, Available :http://www.jetir.org/papers/JETIR1506054.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"A STUDY ON CLASSIFICATION TECHNIQUES USED IN HYPERSPECTRAL IMAGING ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.2, Issue 6, page no. pp1996-2002, June-2015, Available at : http://www.jetir.org/papers/JETIR1506054.pdf

Publication Details

Published Paper ID: JETIR1506054
Registration ID: 150692
Published In: Volume 2 | Issue 6 | Year June-2015
DOI (Digital Object Identifier):
Page No: 1996-2002
Country: TRIVANDRUM, KERALA, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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