UGC Approved Journal no 63975(19)

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

Volume 10 Issue 11
November-2023
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:
JETIR2311402


Registration ID:
527844

Page Number

e7-e13

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Title

CNNs and Image Enhancement - A Trailblazing Journey through History, Challenges, Limitations, Breakthroughs, Suggesting Innovative Solutions, Possible Future Optimizations

Abstract

In the realm of image enhancement, the fusion of Convolutional Neural Networks (CNNs) and cutting-edge technology marks a pivotal juncture. This extensive research paper embarks on an illuminating expedition led by a distinguished project-based researcher with profound scientific acumen. Delving into the annals of history, it retraces the evolution of image enhancement techniques. It meticulously dissects the formidable challenges that have impeded progress, confronts existing limitations, and celebrates the groundbreaking innovations that have reshaped the field. This scholarly odyssey culminates in the presentation of ingenious solutions poised to redefine the landscape of image enhancement. Moreover, it casts a discerning eye towards the horizon, envisioning prospective optimizations that promise to elevate CNNs to uncharted heights. With an unwavering commitment to quality and precision, this research paper serves as an indispensable resource for scholars, practitioners, and visionaries navigating the intricate terrain of CNN-based image enhancement.

Key Words

Image enhancement, CNN, deep learning, computer vision, innovative solutions.

Cite This Article

"CNNs and Image Enhancement - A Trailblazing Journey through History, Challenges, Limitations, Breakthroughs, Suggesting Innovative Solutions, Possible Future Optimizations", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 11, page no.e7-e13, November-2023, Available :http://www.jetir.org/papers/JETIR2311402.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

"CNNs and Image Enhancement - A Trailblazing Journey through History, Challenges, Limitations, Breakthroughs, Suggesting Innovative Solutions, Possible Future Optimizations", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 11, page no. ppe7-e13, November-2023, Available at : http://www.jetir.org/papers/JETIR2311402.pdf

Publication Details

Published Paper ID: JETIR2311402
Registration ID: 527844
Published In: Volume 10 | Issue 11 | Year November-2023
DOI (Digital Object Identifier):
Page No: e7-e13
Country: Mohali, Punjab, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


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