UGC Approved Journal no 63975(19)

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

Volume 9 Issue 7
July-2022
eISSN: 2349-5162

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

7.95 impact factor calculated by Google scholar

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Published Paper ID:
JETIR2207387


Registration ID:
405797

Page Number

d664-d669

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Title

A RESEARCH STUDY ON GAN AND ITS APPLICATION IN COMPUTER VISION

Abstract

Computer vision is one of the hottest areas of research in deep learning. The advent of Generative Adversarial Networks (GAN) offers new methods and models of computer vision. The idea of GANs using ancient machine learning algorithms in conditions of feature / characteristic learning and picture recognition / generation. The GAN is used not only in image generation and style transfer, but also in areas such as text, voice and video processing. However, GAN still has some problems such as model collapse and out-of-control training. This paper delves into the theoretical foundations of GAN and examines the recently developed GAN model in comparison to the traditional GAN model. GAN applications in computer vision include data expansion, domain transfer, high quality sample generation, and image recovery. Introducing the latest advances in research by GAN in the area of artificial intelligence (AI) -based security attacks and defenses. The future development of GAN in computer vision is also at the end of this paper, discussing possible applications of AI in computer vision.

Key Words

Generative Adversarial Network, GAN Types, Image Generation, Video Generation.

Cite This Article

"A RESEARCH STUDY ON GAN AND ITS APPLICATION IN COMPUTER VISION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 7, page no.d664-d669, July-2022, Available :http://www.jetir.org/papers/JETIR2207387.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

"A RESEARCH STUDY ON GAN AND ITS APPLICATION IN COMPUTER VISION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 7, page no. ppd664-d669, July-2022, Available at : http://www.jetir.org/papers/JETIR2207387.pdf

Publication Details

Published Paper ID: JETIR2207387
Registration ID: 405797
Published In: Volume 9 | Issue 7 | Year July-2022
DOI (Digital Object Identifier): http://doi.one/10.1729/Journal.30983
Page No: d664-d669
Country: Thiruvallur, TAMIL NADU, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


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