ISSN: 2349-5162

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Published in:

Volume 6 Issue 5
May-2019
eISSN: 2349-5162

Unique Identifier

JETIRDA06024

Page Number

139-143

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Title

A USER INTERFACE FOR BLOCK BASED FEATURE EXTRACTION OF DIGITAL IMAGES

ISSN

2349-5162

Cite This Article

"A USER INTERFACE FOR BLOCK BASED FEATURE EXTRACTION OF DIGITAL IMAGES", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 5, page no.139-143, May 2019, Available :http://www.jetir.org/papers/JETIRDA06024.pdf

Abstract

Recognition and classification of digital images involves a few steps like Image acquisition, Image Pre-processing, Image Enhancement, Feature Extraction, Feature Subset selection and lastly classification. Our research aims at the identification of crab and lobster species which involves all these steps. Feature extraction is a crucial step in identification of marine fauna. The results of classification are accurate and precise only if Feature extraction step is performed correctly. In this paper a novel method is modeled for feature extraction which divides the image into blocks and extracts the features of the blocks. Each block is treated as an independent entity and features are tabulated which are later used for classification. The novelty of Integrated approach lies in integrating block division, GLCM and texture features.

Key Words

GLCM, Texture properties, feature extraction, classification and Recognition.

Cite This Article

"A USER INTERFACE FOR BLOCK BASED FEATURE EXTRACTION OF DIGITAL IMAGES", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 5, page no. pp139-143, May 2019, Available at : http://www.jetir.org/papers/JETIRDA06024.pdf

Publication Details

Published Paper ID: JETIRDA06024
Registration ID: 221475
Published In: Volume 6 | Issue 5 | Year May-2019
DOI (Digital Object Identifier):
Page No: 139-143
ISSN Number: 2349-5162

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Cite This Article

"A USER INTERFACE FOR BLOCK BASED FEATURE EXTRACTION OF DIGITAL IMAGES", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 5, page no. pp139-143, May 2019, Available at : http://www.jetir.org/papers/JETIRDA06024.pdf




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