UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
Call for Paper
Volume 11 | Issue 3 | March 2024

JETIREXPLORE- Search Thousands of research papers



WhatsApp Contact
Click Here

Published in:

Volume 8 Issue 6
June-2021
eISSN: 2349-5162

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

7.95 impact factor calculated by Google scholar

Unique Identifier

Published Paper ID:
JETIR2106304


Registration ID:
310724

Page Number

c232-c234

Share This Article


Jetir RMS

Title

AN REVIEW ON CONVOLUTION NEURAL NETWORKS ON LAND COVER CLASSIFICATION

Abstract

: Image classification and prediction is a task with quite a lot of challenges.. The efficient and the simplest deep learning algorithm is Convolutional Neural Network (CNN). One of the important applications of image classification is in remote sensing, where it is used for land cover classification. In this paper we review a different methods of CNN architecture for the classification of multi-spectral images from different datasets. Two sets of experiments are conducted using the model by feeding it with different features. First level of experiment is providing the model with Near-Infrared (NIR) band information which sense vegetation health. The domain knowledge of Normalized Difference Vegetation Index (NDVI) motivated us to utilize Red and NIR spectral bands together. Second level of experiment that the two band information gave better results for land cover classification.

Key Words

Deep Learning, Convolutional Neural Network, Normalized Difference Vegetation Index, Near- Infrared

Cite This Article

"AN REVIEW ON CONVOLUTION NEURAL NETWORKS ON LAND COVER CLASSIFICATION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 6, page no.c232-c234, June-2021, Available :http://www.jetir.org/papers/JETIR2106304.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

"AN REVIEW ON CONVOLUTION NEURAL NETWORKS ON LAND COVER CLASSIFICATION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 6, page no. ppc232-c234, June-2021, Available at : http://www.jetir.org/papers/JETIR2106304.pdf

Publication Details

Published Paper ID: JETIR2106304
Registration ID: 310724
Published In: Volume 8 | Issue 6 | Year June-2021
DOI (Digital Object Identifier):
Page No: c232-c234
Country: RAJKOT, Gujarat, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


Preview This Article


Downlaod

Click here for Article Preview

Download PDF

Downloads

000544

Print This Page

Current Call For Paper

Jetir RMS