Advancing semantic segmentation: Enhanced UNet algorithm with attention mechanism and deformable convolution
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Public Library of Science (PLoS)
2025-01-01
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| Series: | PLoS ONE |
| Online Access: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11737789/?tool=EBI |
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| _version_ | 1832592715218419712 |
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| author | Effat Sahragard Hassan Farsi Sajad Mohamadzadeh |
| author_facet | Effat Sahragard Hassan Farsi Sajad Mohamadzadeh |
| author_sort | Effat Sahragard |
| collection | DOAJ |
| format | Article |
| id | doaj-art-596ffc3df2814c5f8148d2ced20e75da |
| institution | Kabale University |
| issn | 1932-6203 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj-art-596ffc3df2814c5f8148d2ced20e75da2025-01-21T05:31:31ZengPublic Library of Science (PLoS)PLoS ONE1932-62032025-01-01201Advancing semantic segmentation: Enhanced UNet algorithm with attention mechanism and deformable convolutionEffat SahragardHassan FarsiSajad Mohamadzadehhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11737789/?tool=EBI |
| spellingShingle | Effat Sahragard Hassan Farsi Sajad Mohamadzadeh Advancing semantic segmentation: Enhanced UNet algorithm with attention mechanism and deformable convolution PLoS ONE |
| title | Advancing semantic segmentation: Enhanced UNet algorithm with attention mechanism and deformable convolution |
| title_full | Advancing semantic segmentation: Enhanced UNet algorithm with attention mechanism and deformable convolution |
| title_fullStr | Advancing semantic segmentation: Enhanced UNet algorithm with attention mechanism and deformable convolution |
| title_full_unstemmed | Advancing semantic segmentation: Enhanced UNet algorithm with attention mechanism and deformable convolution |
| title_short | Advancing semantic segmentation: Enhanced UNet algorithm with attention mechanism and deformable convolution |
| title_sort | advancing semantic segmentation enhanced unet algorithm with attention mechanism and deformable convolution |
| url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11737789/?tool=EBI |
| work_keys_str_mv | AT effatsahragard advancingsemanticsegmentationenhancedunetalgorithmwithattentionmechanismanddeformableconvolution AT hassanfarsi advancingsemanticsegmentationenhancedunetalgorithmwithattentionmechanismanddeformableconvolution AT sajadmohamadzadeh advancingsemanticsegmentationenhancedunetalgorithmwithattentionmechanismanddeformableconvolution |