1. Identity statement | |
Reference Type | Conference Paper (Conference Proceedings) |
Site | sibgrapi.sid.inpe.br |
Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH |
Identifier | 8JMKD3MGPBW34M/3JNJB5B |
Repository | sid.inpe.br/sibgrapi/2015/06.24.23.30 |
Last Update | 2015:06.24.23.30.24 (UTC) administrator |
Metadata Repository | sid.inpe.br/sibgrapi/2015/06.24.23.30.24 |
Metadata Last Update | 2022:07.30.18.33.26 (UTC) administrator |
DOI | 10.1109/SIBGRAPI.2015.50 |
Citation Key | RodríguezCahuAraúChav:2015:FiSpRe |
Title | Finger Spelling Recognition using Kernel Descriptors and Depth Images |
Format | On-line |
Year | 2015 |
Access Date | 2024, May 16 |
Number of Files | 1 |
Size | 1597 KiB |
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2. Context | |
Author | 1 Rodríguez, Karla Catherine Otiniano 2 Cahuina, Edward Cayllahua 3 Araújo, Arnaldo de Albuquerque 4 Chavez, Guillermo Cámara |
Affiliation | 1 Federal University of Minas Gerais 2 Federal University of Minas Gerais 3 Federal University of Minas Gerais 4 Federal University of Ouro Preto |
Editor | Papa, João Paulo Sander, Pedro Vieira Marroquim, Ricardo Guerra Farrell, Ryan |
e-Mail Address | ecayllahua1@gmail.com |
Conference Name | Conference on Graphics, Patterns and Images, 28 (SIBGRAPI) |
Conference Location | Salvador, BA, Brazil |
Date | 26-29 Aug. 2015 |
Publisher | IEEE Computer Society |
Publisher City | Los Alamitos |
Book Title | Proceedings |
Tertiary Type | Full Paper |
History (UTC) | 2015-06-24 23:30:24 :: ecayllahua1@gmail.com -> administrator :: 2022-07-30 18:33:26 :: administrator -> :: 2015 |
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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 | finger spelling depth images kernel descriptors Bag-of-Words |
Abstract | Deaf people use systems of communication based on sign language and finger spelling. Finger spelling is a system where each letter of the alphabet is represented by a unique and discrete movement of the hand. RGB and depth images can be used to characterize hand shapes corresponding to letters of the alphabet. There exists an advantage of depth sensors, as Kinect, over color cameras for finger spelling recognition: depth images provide 3D information of the hand. In this paper, we propose a model for finger spelling recognition based on depth information using kernel descriptors, consisting of four stages. The performance of this approach is evaluated on a dataset of real images of the American Sign Language finger spelling. Different experiments were performed using a combination of both descriptors over depth information. Our approach obtains 92.92% of mean accuracy with 50% of samples for training; outperforming other state-of-the-art methods. |
Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2015 > Finger Spelling Recognition... |
Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > Finger Spelling Recognition... |
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/3JNJB5B |
zipped data URL | http://urlib.net/zip/8JMKD3MGPBW34M/3JNJB5B |
Language | en |
Target File | 113.pdf |
User Group | ecayllahua1@gmail.com |
Visibility | shown |
Update Permission | not transferred |
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5. Allied materials | |
Mirror Repository | sid.inpe.br/banon/2001/03.30.15.38.24 |
Next Higher Units | 8JMKD3MGPBW34M/3K24PF8 8JMKD3MGPEW34M/4742MCS |
Citing Item List | sid.inpe.br/sibgrapi/2015/08.03.22.49 8 sid.inpe.br/banon/2001/03.30.15.38.24 2 sid.inpe.br/sibgrapi/2022/06.10.21.49 1 |
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 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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