UGC Approved Journal no 63975(19)

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

Volume 8 Issue 7
July-2021
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2107002


Registration ID:
311735

Page Number

a10-a13

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Title

Data Preprocessing Technique for Neural Networks Based on Image Represented by a Fuzzy Function

Abstract

Recently further developed Deep Neural Network sheds light on automatically learning high-level image representation from raw pixels. Deep learning with Convolutional Neural Networks has shown great promise in image-based classification and enhancement but is often unsuitable for predictive modeling using features without spatial correlations. We present a feature representation approach to arrange high dimensional vectors in a compact image form conductible for CNN-based deep learning. This paper demonstrates the use of deep neural networks for developing a system that can recognize various texture features.

Key Words

Deep Neural Network; CNN; Image representation by a Fuzzy Function; Image Classification

Cite This Article

"Data Preprocessing Technique for Neural Networks Based on Image Represented by a Fuzzy Function", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 7, page no.a10-a13, July-2021, Available :http://www.jetir.org/papers/JETIR2107002.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

"Data Preprocessing Technique for Neural Networks Based on Image Represented by a Fuzzy Function", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 7, page no. ppa10-a13, July-2021, Available at : http://www.jetir.org/papers/JETIR2107002.pdf

Publication Details

Published Paper ID: JETIR2107002
Registration ID: 311735
Published In: Volume 8 | Issue 7 | Year July-2021
DOI (Digital Object Identifier):
Page No: a10-a13
Country: Pune, Maharashtra, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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