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Salient object detection on a hierarchy of image partitions
dc.contributor.author | Vilaplana Besler, Verónica |
dc.contributor.author | Muntaner Perello, Guillermo |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
dc.date.accessioned | 2013-11-22T08:36:34Z |
dc.date.created | 2013 |
dc.date.issued | 2013 |
dc.identifier.citation | Vilaplana, V.; Muntaner, G. Salient object detection on a hierarchy of image partitions. A: IEEE International Conference on Image Processing. "Proceedings 2013 IEEE International Conference on Image Processing". Melbourne: 2013, p. 3317-3320. |
dc.identifier.isbn | 978-1-4799-2341-0 |
dc.identifier.uri | http://hdl.handle.net/2117/20696 |
dc.description.abstract | This paper presents a region-based model for salient object detec- tion. The model is defined as a combination of saliency maps con- structed on a hierarchy of image partitions. The saliency map at each level in the hierarchy takes into account the color similarity between each region and its neighbors and highlights objects at the scale de- fined by the partition, with accurate boundaries. Experimental re- sults on a publicly available dataset show that the proposed model outperforms many state-of-the-art saliency methods. |
dc.format.extent | 4 p. |
dc.language.iso | eng |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament de la imatge i del senyal vídeo |
dc.subject | Àrees temàtiques de la UPC::So, imatge i multimèdia::Creació multimèdia::Imatge digital |
dc.subject.lcsh | Pattern recognition systems |
dc.subject.lcsh | Image processing--Digital techniques |
dc.subject.lcsh | Object-oriented programming |
dc.subject.other | object saliency |
dc.subject.other | region-based saliency map |
dc.subject.other | hierarchical segmentation |
dc.title | Salient object detection on a hierarchy of image partitions |
dc.type | Conference report |
dc.subject.lemac | Reconeixement d'imatges |
dc.subject.lemac | Reconeixement d'objectes |
dc.subject.lemac | Imatges -- Processament -- Tècniques digitals |
dc.subject.lemac | Programació orientada a l'objecte (Informàtica) |
dc.contributor.group | Universitat Politècnica de Catalunya. GPI - Grup de Processament d'Imatge i Vídeo |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | http://2013.ieeeicip.org/ |
dc.rights.access | Restricted access - publisher's policy |
local.identifier.drac | 12882329 |
dc.description.version | Postprint (published version) |
dc.date.lift | 10000-01-01 |
local.citation.author | Vilaplana, V.; Muntaner, G. |
local.citation.contributor | IEEE International Conference on Image Processing |
local.citation.pubplace | Melbourne |
local.citation.publicationName | Proceedings 2013 IEEE International Conference on Image Processing |
local.citation.startingPage | 3317 |
local.citation.endingPage | 3320 |