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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (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) |
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| Paper Title: | Image Colorizer using OpenCv and Convolutional Neural Networks |
| Authors Name: | Parthib Ranjan Ray , Akshay Narisetti , Dr.R.Renuka Devi |
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| Author Reg. ID: |
IJNRD_188216
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| Published Paper Id: | IJNRD2303086 |
| Published In: | Volume 8 Issue 3, March-2023 |
| DOI: | |
| Abstract: | Given a grayscale photograph or video as input, this project attempts to create a plausible color version of the photograph. This problem is clearly underconstrained, so previous approaches have either relied on significant user interaction or resulted in desaturated colorizations. We propose a fully automatic approach that produces vibrant and realistic colorizations. We embrace the underlying uncertainty of the problem by posing it as a classification task and use class-rebalancing at training time to increase the diversity of colors in the result. Colorizing images has a significant impact in different fields, such as photography of astronomical objects, the visuals of electronic microscopes, and CCTV surveillance systems. Using Deep Learning algorithms, we can build an automated system for analyzing color grayscale images. |
| Keywords: | Image Colorization, Convolution neural networks, Feature extractor, Decoder |
| Cite Article: | "Image Colorizer using OpenCv and Convolutional Neural Networks", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 3, page no.a816-a819, March-2023, Available :http://www.ijnrd.org/papers/IJNRD2303086.pdf |
| Downloads: | 000118750 |
| ISSN: |
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID:IJNRD2303086 Registration ID: 188216 Published In: Volume 8 Issue 3, March-2023 DOI (Digital Object Identifier): Page No: a816-a819 Country: Nagpur, Maharashtra, India Research Area: Computer Engineering Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2303086 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2303086 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
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