UGC Approved Journal no 63975(19)

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

Volume 6 Issue 4
April-2019
eISSN: 2349-5162

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

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Published Paper ID:
JETIRBF06065


Registration ID:
201365

Page Number

335-340

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Title

Object identification and visualization of urban road materials using narrowband near infrared imaging indexes

Abstract

Classification performance analysis was done on selected narrowband near-infrared spectrum to identify urban road materials. There were five urban road materials to be identified; aggregate, asphalt, carbon organic, clay and concrete. The imaging indexes were selected that proposed a set of narrowband 760nm, 800nm, 850nm, 900nm, 950nm, 980nm with 720nm wide-band spectrum as normalization spectrum. Multilayer perceptron classification method was used. The result was presented where a significant classification performance shown on those five urban road materials with 76.6032 % using 10 fold cross validation on data data samples. A separate test data samples used for further predictions and visualization.

Key Words

Imaging indexes, near-infrared, feature classifier, prediction and visualization, multilayer perceptron

Cite This Article

"Object identification and visualization of urban road materials using narrowband near infrared imaging indexes", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 4, page no.335-340, April-2019, Available :http://www.jetir.org/papers/JETIRBF06065.pdf

ISSN


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

"Object identification and visualization of urban road materials using narrowband near infrared imaging indexes", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 4, page no. pp335-340, April-2019, Available at : http://www.jetir.org/papers/JETIRBF06065.pdf

Publication Details

Published Paper ID: JETIRBF06065
Registration ID: 201365
Published In: Volume 6 | Issue 4 | Year April-2019
DOI (Digital Object Identifier):
Page No: 335-340
Country: -, -, - .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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