A brief analysis of iColoriT for interactive image colorization.
This paper briefly describes and analyzes iColoriT, a hybrid colorization method based on a Vision Transformer that propagates user hints to relevant regions of a grayscale image while using color priors learned from a large image dataset. This approach gives users more control over color inference...
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| Kolejni autorzy: | , |
| Format: | article |
| Język: | angielski |
| Wydane: |
2024
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| Hasła przedmiotowe: | |
| Dostęp online: | https://www.ipol.im/pub/art/2024/539/ https://hdl.handle.net/20.500.12008/43916 |
| Etykiety: |
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| _version_ | 1868890153360031744 |
|---|---|
| author | García, Rosana |
| author2 | Randall, Gregory Raad, Lara |
| author2_role | author author |
| author_browse | García, Rosana Raad, Lara Randall, Gregory |
| author_facet | García, Rosana Randall, Gregory Raad, Lara |
| author_role | author |
| collection | COLIBRI |
| dc.contributor.none.fl_str_mv | García Rosana, Universidad de la República (Uruguay). Facultad de Ingeniería. Randall Gregory, Universidad de la República (Uruguay). Facultad de Ingeniería. Raad Lara, Université Gustave Eiffel, France. |
| dc.creator.none.fl_str_mv | García, Rosana Randall, Gregory Raad, Lara |
| dc.date.none.fl_str_mv | 2024-05-24T17:03:26Z 2024-05-24T17:03:26Z 2024 |
| dc.format.none.fl_str_mv | 17 p. application/pdf |
| dc.identifier.none.fl_str_mv | García, R., Randall, G. y Raad, L. "A brief analysis of iColoriT for interactive image colorization". IPOL. Journal Image Processing On Line. [en línea]. 2024, no. 14, pp. 127-143. DOI: 10.5201/ipol.2024.539. 2105–1232 https://www.ipol.im/pub/art/2024/539/ https://hdl.handle.net/20.500.12008/43916 10.5201/ipol.2024.539 |
| dc.language.none.fl_str_mv | en eng |
| dc.publisher.none.fl_str_mv | Centre Borelli, ENS Paris-Saclay; DMI, Universitat de les Illes Balears; Fing, Universidad de la República. |
| dc.relation.none.fl_str_mv | IPOL. Journal Image Processing On Line, no. 14, May. 2024, pp. 127-143. |
| dc.rights.none.fl_str_mv | info:eu-repo/semantics/openAccess Licencia Creative Commons Atribución - No Comercial - Compartir Igual (CC - By-NC-SA 4.0) |
| dc.source.none.fl_str_mv | reponame:COLIBRI instname:Universidad de la República instacron:Universidad de la República |
| dc.subject.none.fl_str_mv | Colorization Interactive ViT |
| dc.title.none.fl_str_mv | A brief analysis of iColoriT for interactive image colorization. |
| dc.type.none.fl_str_mv | Artículo info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
| description | This paper briefly describes and analyzes iColoriT, a hybrid colorization method based on a Vision Transformer that propagates user hints to relevant regions of a grayscale image while using color priors learned from a large image dataset. This approach gives users more control over color inference and shows a quick way to achieve results. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | anni_a33f65ddbd75e694cc15ab3ce9bbae4f |
| identifier_str_mv | García, R., Randall, G. y Raad, L. "A brief analysis of iColoriT for interactive image colorization". IPOL. Journal Image Processing On Line. [en línea]. 2024, no. 14, pp. 127-143. DOI: 10.5201/ipol.2024.539. 2105–1232 10.5201/ipol.2024.539 |
| instacron_str | Universidad de la República |
| institution | Universidad de la República |
| instname_str | Universidad de la República |
| language | eng |
| language_invalid_str_mv | en |
| network_acronym_str | anni |
| network_name_str | oai-lr-anni |
| oai_identifier_str | oai:colibri.udelar.edu.uy:20.500.12008/43916 |
| publishDate | 2024 |
| publishDateSort | 2024 |
| publisher.none.fl_str_mv | Centre Borelli, ENS Paris-Saclay; DMI, Universitat de les Illes Balears; Fing, Universidad de la República. |
| reponame_str | COLIBRI |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | Licencia Creative Commons Atribución - No Comercial - Compartir Igual (CC - By-NC-SA 4.0) |
| spelling | A brief analysis of iColoriT for interactive image colorization.García, RosanaRandall, GregoryRaad, LaraColorizationInteractiveViTThis paper briefly describes and analyzes iColoriT, a hybrid colorization method based on a Vision Transformer that propagates user hints to relevant regions of a grayscale image while using color priors learned from a large image dataset. This approach gives users more control over color inference and shows a quick way to achieve results.Centre Borelli, ENS Paris-Saclay; DMI, Universitat de les Illes Balears; Fing, Universidad de la República.García Rosana, Universidad de la República (Uruguay). Facultad de Ingeniería.Randall Gregory, Universidad de la República (Uruguay). Facultad de Ingeniería.Raad Lara, Université Gustave Eiffel, France.2024-05-24T17:03:26Z2024-05-24T17:03:26Z2024Artículoinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersion17 p.application/pdfGarcía, R., Randall, G. y Raad, L. "A brief analysis of iColoriT for interactive image colorization". IPOL. Journal Image Processing On Line. [en línea]. 2024, no. 14, pp. 127-143. DOI: 10.5201/ipol.2024.539.2105–1232https://www.ipol.im/pub/art/2024/539/https://hdl.handle.net/20.500.12008/4391610.5201/ipol.2024.539reponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaenengIPOL. Journal Image Processing On Line, no. 14, May. 2024, pp. 127-143.Las obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad de la República.(Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución - No Comercial - Compartir Igual (CC - By-NC-SA 4.0)oai:colibri.udelar.edu.uy:20.500.12008/439162026-04-14T10:15:58Z |
| spellingShingle | A brief analysis of iColoriT for interactive image colorization. García, Rosana Colorization Interactive ViT |
| status_str | publishedVersion |
| title | A brief analysis of iColoriT for interactive image colorization. |
| title_full | A brief analysis of iColoriT for interactive image colorization. |
| title_fullStr | A brief analysis of iColoriT for interactive image colorization. |
| title_full_unstemmed | A brief analysis of iColoriT for interactive image colorization. |
| title_short | A brief analysis of iColoriT for interactive image colorization. |
| title_sort | A brief analysis of iColoriT for interactive image colorization. |
| topic | Colorization Interactive ViT |
| url | https://www.ipol.im/pub/art/2024/539/ https://hdl.handle.net/20.500.12008/43916 |