A robust deep learning approach for impulse noise filtering using hybrid auto-encoder with fuzzy median filter.

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Title: A robust deep learning approach for impulse noise filtering using hybrid auto-encoder with fuzzy median filter.
Authors: Naeem, Muhammad1,2 (AUTHOR), Bhatti, Sohail Masood1,2 (AUTHOR), Rashid, Muhammad3 (AUTHOR), Jaffar, Arfan1,2 (AUTHOR), Akram, Sheeraz4 (AUTHOR) sAkram@imamu.edu.sa, Fida, Benish3 (AUTHOR), Ahmad, Awais4 (AUTHOR)
Source: PLoS ONE. 4/3/2026, Vol. 21 Issue 4, p1-22. 22p.
Database: Academic Search Ultimate
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  Data: A robust deep learning approach for impulse noise filtering using hybrid auto-encoder with fuzzy median filter.
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  Data: <searchLink fieldCode="AR" term="%22Naeem%2C+Muhammad%22">Naeem, Muhammad</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Bhatti%2C+Sohail+Masood%22">Bhatti, Sohail Masood</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Rashid%2C+Muhammad%22">Rashid, Muhammad</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Jaffar%2C+Arfan%22">Jaffar, Arfan</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Akram%2C+Sheeraz%22">Akram, Sheeraz</searchLink><relatesTo>4</relatesTo> (AUTHOR)<i> sAkram@imamu.edu.sa</i><br /><searchLink fieldCode="AR" term="%22Fida%2C+Benish%22">Fida, Benish</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ahmad%2C+Awais%22">Ahmad, Awais</searchLink><relatesTo>4</relatesTo> (AUTHOR)
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PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=192763500
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      – Type: doi
        Value: 10.1371/journal.pone.0343141
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        Text: English
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      – TitleFull: A robust deep learning approach for impulse noise filtering using hybrid auto-encoder with fuzzy median filter.
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              Text: 4/3/2026
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              Y: 2026
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