1. Identity statement | |
Reference Type | Conference Paper (Conference Proceedings) |
Site | sibgrapi.sid.inpe.br |
Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH |
Identifier | 8JMKD3MGPBW34M/3C9K7LE |
Repository | sid.inpe.br/sibgrapi/2012/07.13.18.20 |
Last Update | 2012:07.13.18.20.02 (UTC) administrator |
Metadata Repository | sid.inpe.br/sibgrapi/2012/07.13.18.20.02 |
Metadata Last Update | 2022:06.14.00.07.32 (UTC) administrator |
DOI | 10.1109/SIBGRAPI.2012.21 |
Citation Key | VieiraChieFerrGonz:2012:ImMiAn |
Title | Image micro-pattern analysis using Fuzzy Numbers |
Format | DVD, On-line. |
Year | 2012 |
Access Date | 2024, May 19 |
Number of Files | 1 |
Size | 828 KiB |
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2. Context | |
Author | 1 Vieira, Raissa Tavares 2 Chierici, Carlos Eduardo de Oliveira 3 Ferraz, Carolina Toledo 4 Gonzaga, Adilson |
Affiliation | 1 University of São Paulo 2 University of São Paulo 3 University of São Paulo 4 University of São Paulo |
Editor | Freitas, Carla Maria Dal Sasso Sarkar, Sudeep Scopigno, Roberto Silva, Luciano |
e-Mail Address | caroltoledoferraz@gmail.com |
Conference Name | Conference on Graphics, Patterns and Images, 25 (SIBGRAPI) |
Conference Location | Ouro Preto, MG, Brazil |
Date | 22-25 Aug. 2012 |
Publisher | IEEE Computer Society |
Publisher City | Los Alamitos |
Book Title | Proceedings |
Tertiary Type | Full Paper |
History (UTC) | 2012-09-20 16:45:34 :: caroltoledoferraz@gmail.com -> administrator :: 2012 2022-03-08 21:03:24 :: administrator -> menottid@gmail.com :: 2012 2022-03-10 13:05:09 :: menottid@gmail.com -> administrator :: 2012 2022-06-14 00:07:32 :: administrator -> :: 2012 |
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3. Content and structure | |
Is the master or a copy? | is the master |
Content Stage | completed |
Transferable | 1 |
Version Type | finaldraft |
Keywords | micro-pattern analysis fuzzy numbers texture analysis |
Abstract | This paper proposes a new methodology for micropattern analysis in digital images based on fuzzy numbers. A micro-pattern is the structure of the gray-level pixels within a neighborhood and can describe the spatial context of the image, such as edge, line, spot, blob, corner, texture, and more complex patterns. By treating a pixel neighborhood as a fuzzy set and each pixel gray-level as a fuzzy number, we can evaluate the membership degree of the central pixel to the others. We have called this method the Local Fuzzy Pattern (LFP). Using a sigmoid membership function, we proved that the proposed methodology surpasses the Hit-rate of the Local Binary Pattern (LBP), for texture classification. The LFP proved to be robust to image rotation. Moreover, our proposed formulation for the LFP is a generalization of previously published techniques, such as Texture Unit, LBP, FUNED, and Census Transform. |
Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2012 > Image micro-pattern analysis... |
Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Image micro-pattern analysis... |
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/8JMKD3MGPBW34M/3C9K7LE |
zipped data URL | http://urlib.net/zip/8JMKD3MGPBW34M/3C9K7LE |
Language | en |
Target File | Image micro-pattern analysis using Fuzzy Numbers.pdf |
User Group | caroltoledoferraz@gmail.com |
Visibility | shown |
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5. Allied materials | |
Mirror Repository | sid.inpe.br/banon/2001/03.30.15.38.24 |
Next Higher Units | 8JMKD3MGPEW34M/46SL8GS 8JMKD3MGPEW34M/4742MCS |
Citing Item List | sid.inpe.br/sibgrapi/2022/05.15.03.31 6 |
Host Collection | sid.inpe.br/banon/2001/03.30.15.38 |
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6. Notes | |
Empty Fields | archivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination documentstage 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 |
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