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A W-Structured Encoder-Decoder Network Combining Swin Transformer and CNN for Image Inpainting Forensics.

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Title: A W-Structured Encoder-Decoder Network Combining Swin Transformer and CNN for Image Inpainting Forensics.
Authors: Mohamed, Mohamed Fathy1,2, mfathy@fci.luxor.edu.eg, ElSayed, Hala Abdel-Galil1, hala.nagy@fci.helwan.edu.eg, Ehssan Aly, Soha Ahmed1, dr.soha@fci.helwan.edu.eg
Source: Journal of Communications Software & Systems; Mar2026, Vol. 22 Issue 1, p119-130, 12p
Database: Applied Science & Technology Source
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DbLabel: Applied Science & Technology Source
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Communications+Software+%26+Systems%22">Journal of Communications Software & Systems</searchLink>; Mar2026, Vol. 22 Issue 1, p119-130, 12p
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RecordInfo BibRecord:
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      – Type: doi
        Value: 10.24138/jcomss-2025-0247
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      – Code: eng
        Text: English
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        PageCount: 12
        StartPage: 119
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      – TitleFull: A W-Structured Encoder-Decoder Network Combining Swin Transformer and CNN for Image Inpainting Forensics.
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            NameFull: Mohamed, Mohamed Fathy
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            NameFull: ElSayed, Hala Abdel-Galil
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              Text: Mar2026
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              Y: 2026
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              Value: 22
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