| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | sibgrapi.sid.inpe.br | |||
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH | |||
| Identifier | 8JMKD3MGPEW34M/45E9P7S | |||
| Repository | sid.inpe.br/sibgrapi/2021/09.14.21.04 | |||
| Last Update | 2021:09.14.21.04.07 (UTC) administrator | |||
| Metadata Repository | sid.inpe.br/sibgrapi/2021/09.14.21.04.07 | |||
| Metadata Last Update | 2022:06.14.00.00.34 (UTC) administrator | |||
| DOI | 10.1109/SIBGRAPI54419.2021.00054 | |||
| Citation Key | BelémPerCouGuiFal:2021:ToSiEf | |||
| Title | Towards a Simple and Efficient Object-based Superpixel Delineation Framework  | |||
| Format | On-line | |||
| Year | 2021 | |||
| Access Date | 2025, Mar. 21 | |||
| Number of Files | 1 | |||
| Size | 4748 KiB | |||
| 2. Context | ||||
| Author | 1 Belém, Felipe de Castro 2 Perret, Benjamin 3 Cousty, Jean 4 Guimarães, Silvio Jamil Ferzoli 5 Falcão, Alexandre Xavier | |||
| Affiliation | 1 University of Campinas 2 Université Gustave Eiffel 3 Université Gustave Eiffel 4 Pontifical Catholic University of Minas Gerais 5 University of Campinas | |||
| Editor | Paiva, Afonso Menotti, David Baranoski, Gladimir V. G. Proença, Hugo Pedro Junior, Antonio Lopes Apolinario Papa, João Paulo Pagliosa, Paulo dos Santos, Thiago Oliveira e Sá, Asla Medeiros da Silveira, Thiago Lopes Trugillo Brazil, Emilio Vital Ponti, Moacir A. Fernandes, Leandro A. F. Avila, Sandra | |||
| e-Mail Address | felipe.belem@ic.unicamp.br | |||
| Conference Name | Conference on Graphics, Patterns and Images, 34 (SIBGRAPI) | |||
| Conference Location | Gramado, RS, Brazil (virtual) | |||
| Date | 18-22 Oct. 2021 | |||
| Publisher | IEEE Computer Society | |||
| Publisher City | Los Alamitos | |||
| Book Title | Proceedings | |||
| Tertiary Type | Full Paper | |||
| History (UTC) | 2021-09-14 21:04:07 :: felipe.belem@ic.unicamp.br -> administrator :: 2022-03-02 03:33:45 :: administrator -> banon :: 2021 2022-03-02 03:34:16 :: banon -> administrator :: 2021 2022-03-02 03:52:46 :: administrator -> banon :: 2021 2022-03-02 03:57:53 :: banon -> administrator :: 2021 2022-03-02 03:59:05 :: administrator -> menottid@gmail.com :: 2021 2022-03-02 13:20:56 :: menottid@gmail.com -> administrator :: 2021 2022-06-14 00:00:34 :: administrator -> :: 2021 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Version Type | finaldraft | |||
| Keywords | object-based Image Foresting Transform Superpixels Saliency Segmentation | |||
| Abstract | Superpixel segmentation methods are widely used in computer vision applications due to their properties in border delineation. These methods do not usually take into account any prior object information. Although there are a few exceptions, such methods significantly rely on the quality of the object information provided and present high computational cost in most practical cases. Inspired by such approaches, we propose Object-based Dynamic and Iterative Spanning Forest (ODISF), a novel object-based superpixel segmentation framework to effectively exploit prior object information while being robust to the quality of that information. ODISF consists of three independent steps: (i) seed oversampling; (ii) dynamic path-based superpixel generation; and (iii) object-based seed removal. After (i), steps (ii) and (iii) are repeated until the desired number of superpixels is finally reached. Experimental results show that ODISF can surpass state-of-the-art methods according to several metrics, while being significantly faster than its object-based counterparts. | |||
| Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2021 > Towards a Simple... | |||
| Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Towards a Simple... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| data URL | http://urlib.net/ibi/8JMKD3MGPEW34M/45E9P7S | |||
| zipped data URL | http://urlib.net/zip/8JMKD3MGPEW34M/45E9P7S | |||
| Language | en | |||
| Target File | 2021_SIBGRAPI_ODISF.pdf | |||
| User Group | felipe.belem@ic.unicamp.br | |||
| 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/45PQ3RS 8JMKD3MGPEW34M/4742MCS | |||
| Citing Item List | sid.inpe.br/sibgrapi/2021/11.12.11.46 96 sid.inpe.br/sibgrapi/2022/06.10.21.49 4 | |||
| 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 | |||