Image Understanding by Socializing the Semantic Gap
Several technological developments like the Internet, mobile devices and Social Networks have spurred the sharing of images in unprecedented volumes, making tagging and commenting a common habit. Despite the recent progress in image analysis, the problem of Semantic Gap still hinders machines in ful...
- Autores:
- Tipo de recurso:
- Book
- Fecha de publicación:
- 2017
- Institución:
- Universidad de Bogotá Jorge Tadeo Lozano
- Repositorio:
- Expeditio: repositorio UTadeo
- Idioma:
- eng
- OAI Identifier:
- oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/16844
- Acceso en línea:
- https://media.fupress.com/files/pdf/24/3505/3505_14489
http://hdl.handle.net/20.500.12010/16844
- Palabra clave:
- Arquitectura
Redes sociales
Comunidad multimedia
Tecnología -- Dispositivos móviles
Brecha semántica
- Rights
- License
- Abierto (Texto Completo)
| id |
UTADEO2_7b803e865e158c49835aa2c0ad337081 |
|---|---|
| oai_identifier_str |
oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/16844 |
| network_acronym_str |
UTADEO2 |
| network_name_str |
Expeditio: repositorio UTadeo |
| repository_id_str |
|
| dc.title.spa.fl_str_mv |
Image Understanding by Socializing the Semantic Gap |
| title |
Image Understanding by Socializing the Semantic Gap |
| spellingShingle |
Image Understanding by Socializing the Semantic Gap Arquitectura Redes sociales Comunidad multimedia Tecnología -- Dispositivos móviles Brecha semántica |
| title_short |
Image Understanding by Socializing the Semantic Gap |
| title_full |
Image Understanding by Socializing the Semantic Gap |
| title_fullStr |
Image Understanding by Socializing the Semantic Gap |
| title_full_unstemmed |
Image Understanding by Socializing the Semantic Gap |
| title_sort |
Image Understanding by Socializing the Semantic Gap |
| dc.subject.spa.fl_str_mv |
Arquitectura |
| topic |
Arquitectura Redes sociales Comunidad multimedia Tecnología -- Dispositivos móviles Brecha semántica |
| dc.subject.lemb.spa.fl_str_mv |
Redes sociales Comunidad multimedia Tecnología -- Dispositivos móviles Brecha semántica |
| description |
Several technological developments like the Internet, mobile devices and Social Networks have spurred the sharing of images in unprecedented volumes, making tagging and commenting a common habit. Despite the recent progress in image analysis, the problem of Semantic Gap still hinders machines in fully understand the rich semantic of a shared photo. In this book, we tackle this problem by exploiting social network contributions. A comprehensive treatise of three linked problems on image annotation is presented, with a novel experimental protocol used to test eleven state-of-the-art methods. Three novel approaches to annotate, under stand the sentiment and predict the popularity of an image are presented. We conclude with the many challenges and opportunities ahead for the multimedia community. |
| publishDate |
2017 |
| dc.date.created.none.fl_str_mv |
2017 |
| dc.date.accessioned.none.fl_str_mv |
2021-01-21T18:08:24Z |
| dc.date.available.none.fl_str_mv |
2021-01-21T18:08:24Z |
| dc.type.coar.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_2f33 |
| format |
http://purl.org/coar/resource_type/c_2f33 |
| dc.identifier.isbn.none.fl_str_mv |
978-8-864-53577-7 |
| dc.identifier.issn.none.fl_str_mv |
2612-8020 |
| dc.identifier.other.none.fl_str_mv |
https://media.fupress.com/files/pdf/24/3505/3505_14489 |
| dc.identifier.uri.none.fl_str_mv |
http://hdl.handle.net/20.500.12010/16844 |
| dc.identifier.doi.none.fl_str_mv |
10.36253/978-88-6453-577-7 |
| identifier_str_mv |
978-8-864-53577-7 2612-8020 10.36253/978-88-6453-577-7 |
| url |
https://media.fupress.com/files/pdf/24/3505/3505_14489 http://hdl.handle.net/20.500.12010/16844 |
| dc.language.iso.spa.fl_str_mv |
eng |
| language |
eng |
| dc.rights.coar.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
| dc.rights.local.spa.fl_str_mv |
Abierto (Texto Completo) |
| dc.rights.creativecommons.none.fl_str_mv |
https://creativecommons.org/licenses/by/4.0/legalcode |
| rights_invalid_str_mv |
Abierto (Texto Completo) https://creativecommons.org/licenses/by/4.0/legalcode http://purl.org/coar/access_right/c_abf2 |
| dc.format.extent.spa.fl_str_mv |
150 páginas |
| dc.format.mimetype.spa.fl_str_mv |
application/pdf |
| dc.publisher.spa.fl_str_mv |
Firenze University Press |
| institution |
Universidad de Bogotá Jorge Tadeo Lozano |
| bitstream.url.fl_str_mv |
https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/16844/1/Image%20Understanding%20by%20Socializing%20the%20Semantic%20Gap_95.pdf https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/16844/2/license.txt https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/16844/3/Image%20Understanding%20by%20Socializing%20the%20Semantic%20Gap_95.pdf.jpg |
| bitstream.checksum.fl_str_mv |
9f3cf6a6f4337778c25332b88d50d034 abceeb1c943c50d3343516f9dbfc110f 6e873a7afdafdddeff9d2f9ea0853854 |
| bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 |
| repository.name.fl_str_mv |
Repositorio Institucional - Universidad Jorge Tadeo Lozano |
| repository.mail.fl_str_mv |
expeditio@utadeo.edu.co |
| _version_ |
1814213820795584512 |
| spelling |
2021-01-21T18:08:24Z2021-01-21T18:08:24Z2017978-8-864-53577-72612-8020https://media.fupress.com/files/pdf/24/3505/3505_14489http://hdl.handle.net/20.500.12010/1684410.36253/978-88-6453-577-7150 páginasapplication/pdfengFirenze University PressArquitecturaRedes socialesComunidad multimediaTecnología -- Dispositivos móvilesBrecha semánticaImage Understanding by Socializing the Semantic GapAbierto (Texto Completo)https://creativecommons.org/licenses/by/4.0/legalcodehttp://purl.org/coar/access_right/c_abf2Several technological developments like the Internet, mobile devices and Social Networks have spurred the sharing of images in unprecedented volumes, making tagging and commenting a common habit. Despite the recent progress in image analysis, the problem of Semantic Gap still hinders machines in fully understand the rich semantic of a shared photo. In this book, we tackle this problem by exploiting social network contributions. A comprehensive treatise of three linked problems on image annotation is presented, with a novel experimental protocol used to test eleven state-of-the-art methods. Three novel approaches to annotate, under stand the sentiment and predict the popularity of an image are presented. We conclude with the many challenges and opportunities ahead for the multimedia community.http://purl.org/coar/resource_type/c_2f33Uricchio, TiberioORIGINALImage Understanding by Socializing the Semantic Gap_95.pdfImage Understanding by Socializing the Semantic Gap_95.pdfVer documentoapplication/pdf3538896https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/16844/1/Image%20Understanding%20by%20Socializing%20the%20Semantic%20Gap_95.pdf9f3cf6a6f4337778c25332b88d50d034MD51open accessLICENSElicense.txtlicense.txttext/plain; charset=utf-82938https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/16844/2/license.txtabceeb1c943c50d3343516f9dbfc110fMD52open accessTHUMBNAILImage Understanding by Socializing the Semantic Gap_95.pdf.jpgImage Understanding by Socializing the Semantic Gap_95.pdf.jpgIM Thumbnailimage/jpeg3116https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/16844/3/Image%20Understanding%20by%20Socializing%20the%20Semantic%20Gap_95.pdf.jpg6e873a7afdafdddeff9d2f9ea0853854MD53open access20.500.12010/16844oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/168442021-01-31 18:33:12.07open accessRepositorio Institucional - Universidad Jorge Tadeo Lozanoexpeditio@utadeo.edu.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 |