 |
International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.14 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
|
Issue: March 2026
Volume 11 | Issue 3
Review Result and Publication of Paper within : 2-3 days
Click Here For more DetailsFor Authors
Forms / Download
Published Issue Details
Editorial Board
Other IMP Links
Facts & Figure
Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 118
Article Submitted : 21508
Article Published : 8513
Total Authors : 22399
Total Reviewer : 805
Total Countries : 158
Indexing Partner
Licence
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
|
Published Paper Details
|
|
| Paper Title: | ANTIQUE PHOTO RESTORATION |
| Authors Name: | MOTUPALLY SRIKARA CHARYA , POTTIMUTTU GOPI KRISHNA , B MONISH SAIVARDHAN , MONDHITHOKA JAYA KUMAR , Dr. B.SELVAPRIYA |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_186074
|
| Published Paper Id: | IJRTI2304146 |
| Published In: | Volume 8 Issue 4, April-2023 |
| DOI: | |
| Abstract: | The antique days photos like a greyscale and coloured images recovery or enhancing, there is some texture, background and image resolution has some damages in images while taking backup. So our proposed system will regenerate images using machine. Deep learning can recover severely degraded pictures. Real photographs degrade complexly, and the domain gap between synthetic images and antique photos prevents the network from generalizing. We propose a triplet domain translation network using actual photographs and huge generated image pairings. We train two variational autoencoders (VAEs) to turn old and clean pictures into two latent spaces. Synthetic paired data translates these two latent areas. The compact latent space closes the domain gap, hence this translation works for genuine photographs. We also construct a global branch with a partial nonlocal block targeting structured defects like scratches and dust spots and a local branch targeting unstructured defects like sounds and blurriness to handle several degradations in one old picture. The latent space merges two branches, improving picture restoration from numerous faults. Visually, the suggested technology restores ancient photographs better than current methods. |
| Keywords: | PHOTO ENHANCMENT, PHOTO RESTORATION, BACKGROUND TEXTURE, GUI, GREYSCALE. |
| Cite Article: | "ANTIQUE PHOTO RESTORATION", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.8, Issue 4, page no.882 - 887, April-2023, Available :http://www.ijrti.org/papers/IJRTI2304146.pdf |
| Downloads: | 000205383 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
| Publication Details: |
Published Paper ID: IJRTI2304146
Registration ID:186074
Published In: Volume 8 Issue 4, April-2023
DOI (Digital Object Identifier):
Page No: 882 - 887 Country: CHENNAI, TAMIL NADU, INDIA Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2304146 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2304146 |
| Share Article: | |
|
Click Here to Download This Article |
|
| Article Preview | |
|
|
|
Major Indexing from www.ijrti.org
| Google Scholar | ResearcherID Thomson Reuters | Mendeley : reference manager | Academia.edu |
| arXiv.org : cornell university library | Research Gate | CiteSeerX | DOAJ : Directory of Open Access Journals |
| DRJI | Index Copernicus International | Scribd | DocStoc |
ISSN Details
 |
 |
|
ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
DOI (A digital object identifier)
| Providing A digital object identifier by DOI.ONE How to Get DOI? |
Conference
Open Access License Policy
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Important Details
Join RMS/Earn 300
WhatsApp
Click Here
Click Here
Indexing Partner |
|||
| Copyright © 2026 - All Rights Reserved - IJRTI | |||