1. Identity statement | |
Reference Type | Conference Paper (Conference Proceedings) |
Site | sibgrapi.sid.inpe.br |
Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH |
Identifier | 8JMKD3MGPEW34M/3U3K5TH |
Repository | sid.inpe.br/sibgrapi/2019/09.16.01.10 |
Last Update | 2019:09.16.01.10.43 (UTC) administrator |
Metadata Repository | sid.inpe.br/sibgrapi/2019/09.16.01.10.43 |
Metadata Last Update | 2022:06.14.00.09.43 (UTC) administrator |
DOI | 10.1109/SIBGRAPI.2019.00025 |
Citation Key | CáceresCondCháv:2019:ExDoCr |
Title | Exploring Double Cross Cyclic Interpolation in Unpaired Image-to-Image Translation |
Format | On-line |
Year | 2019 |
Access Date | 2024, May 04 |
Number of Files | 1 |
Size | 2736 KiB |
|
2. Context | |
Author | 1 Cáceres, Jorge Roberto López 2 Condori, Manasses Antoni Mauricio 3 Chávez, Guillermo Cámara |
Affiliation | 1 Universidad Católica San Pablo 2 Universidad Católica San Pablo 3 Federal University of Ouro Preto |
Editor | Oliveira, Luciano Rebouças de Sarder, Pinaki Lage, Marcos Sadlo, Filip |
e-Mail Address | manasses.mauricio@ucsp.edu.pe |
Conference Name | Conference on Graphics, Patterns and Images, 32 (SIBGRAPI) |
Conference Location | Rio de Janeiro, RJ, Brazil |
Date | 28-31 Oct. 2019 |
Publisher | IEEE Computer Society |
Publisher City | Los Alamitos |
Book Title | Proceedings |
Tertiary Type | Full Paper |
History (UTC) | 2019-09-16 01:10:43 :: manasses.mauricio@ucsp.edu.pe -> administrator :: 2022-06-14 00:09:43 :: administrator -> manasses.mauricio@ucsp.edu.pe :: 2019 |
|
3. Content and structure | |
Is the master or a copy? | is the master |
Content Stage | completed |
Transferable | 1 |
Version Type | finaldraft |
Keywords | Unpaired Image-to-Image Translation Latent Space Interpolation Cross-domain Model |
Abstract | The unpaired image-to-image translation consists of transferring a sample $a$ in the domain $A$ to an analog sample $b$ in the domain $B$ without intensive pixel-to-pixel supervision. The current vision focuses on learning a generative function that maps both domains but ignoring the latent information, although its exploration is not explicit supervision. This paper proposes a cross-domain GAN-based model to achieve a bi-directional translation guided by latent space supervision. The proposed architecture provides a double-loop cyclic reconstruction loss in an exchangeable training adopted to reduce mode collapse and enhance local details. Our proposal has outstanding results in visual quality, stability, and pixel-level segmentation metrics over different public datasets. |
Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2019 > Exploring Double Cross... |
Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Exploring Double Cross... |
doc Directory Content | access |
source Directory Content | there are no files |
agreement Directory Content | |
|
4. Conditions of access and use | |
data URL | http://urlib.net/ibi/8JMKD3MGPEW34M/3U3K5TH |
zipped data URL | http://urlib.net/zip/8JMKD3MGPEW34M/3U3K5TH |
Language | en |
Target File | Sibgrapi19_CycleGAN.pdf |
User Group | manasses.mauricio@ucsp.edu.pe |
Visibility | shown |
Update Permission | not transferred |
|
5. Allied materials | |
Mirror Repository | sid.inpe.br/banon/2001/03.30.15.38.24 |
Next Higher Units | 8JMKD3MGPEW34M/3UA4FNL 8JMKD3MGPEW34M/3UA4FPS 8JMKD3MGPEW34M/4742MCS |
Citing Item List | sid.inpe.br/sibgrapi/2019/10.25.18.30.33 3 |
Host Collection | sid.inpe.br/banon/2001/03.30.15.38 |
|
6. Notes | |
Empty Fields | archivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination edition electronicmailaddress group isbn issn label lineage mark nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark secondarytype serieseditor session shorttitle sponsor subject tertiarymark type url volume |
|
7. Description control | |
e-Mail (login) | manasses.mauricio@ucsp.edu.pe |
update | |
|