UGC Approved Journal no 63975(19)

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

Volume 10 Issue 1
January-2023
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2301274


Registration ID:
507354

Page Number

c578-c585

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Title

Surveillance Video Improvisation by Colouring And Enhancement Of B/W video

Abstract

Noise removal, resolution, contrast improvement, and colourization are all used in the colourization of CCTV footage to restore the black and white film medium to its original state. In addition, most CCTV footage is recorded in black and white or with low-quality colours, necessitating colourization for security reasons. We present a framework for dealing with the colourization process semi-interactively in this paper. Our research is centred on attention mechanisms and temporal CNNs (convolutional neural networks). Our suggested source-reference attention allows the model to colourize long movies with an arbitrary number of reference colour images while maintaining temporal consistency without the need for segmentation. Quantitative study demonstrates that our framework outperforms present techniques and that, in assessment to present techniques, the overall performance of our framework is advanced to that of existing approaches.

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"Surveillance Video Improvisation by Colouring And Enhancement Of B/W video", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 1, page no.c578-c585, January-2023, Available :http://www.jetir.org/papers/JETIR2301274.pdf

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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

"Surveillance Video Improvisation by Colouring And Enhancement Of B/W video", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 1, page no. ppc578-c585, January-2023, Available at : http://www.jetir.org/papers/JETIR2301274.pdf

Publication Details

Published Paper ID: JETIR2301274
Registration ID: 507354
Published In: Volume 10 | Issue 1 | Year January-2023
DOI (Digital Object Identifier):
Page No: c578-c585
Country: Pune, Maharastra, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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