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Hierarchy-based salient regions: A region detector based on hierarchies of partitions

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dc.contributor.author Otiniano-Rodríguez K. es_PE
dc.contributor.author de A. Araújo A. es_PE
dc.contributor.author Cámara-Chávez G. es_PE
dc.contributor.author Cousty J. es_PE
dc.contributor.author Guimarães S.J.F. es_PE
dc.contributor.author Perret B. es_PE
dc.date.accessioned 2024-05-30T23:13:38Z
dc.date.available 2024-05-30T23:13:38Z
dc.date.issued 2019
dc.description This work received funding from FONDECYT-CONCYTEC (contract number 004-2016-FONDECYT), CAPES (PVE 125000/2014-00), FAPEMIG (PPM 00006-16), and CNPq (Universal 421521/2016-3 and PQ 307062/2016-3).
dc.description.abstract This article introduces a novel region detector based on hierarchies of partitions, so-called Hierarchy-Based Salient Regions (HBSR). This approach enables to combine the clues given by a high quality contour detector with a custom salient region detection procedure. The evaluation of the proposed method HBSR with a standard feature detection assessment framework shows that HBSR outperforms the state-of-the-art methods, in average. These promising results may lead to improvements in many computer vision tasks.
dc.description.sponsorship Consejo Nacional de Ciencia, Tecnología e Innovación Tecnológica - Concytec
dc.identifier.doi https://doi.org/10.1007/978-3-030-13469-3_52
dc.identifier.isbn 9783030134686
dc.identifier.scopus 2-s2.0-85063063039
dc.identifier.uri https://hdl.handle.net/20.500.12390/633
dc.language.iso eng
dc.publisher Springer Verlag
dc.relation.ispartof Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
dc.rights info:eu-repo/semantics/openAccess
dc.subject State-of-the-art methods
dc.subject Mathematical morphology es_PE
dc.subject Feature detection es_PE
dc.subject High quality es_PE
dc.subject Salient region detections es_PE
dc.subject Salient regions es_PE
dc.subject Computer vision es_PE
dc.subject.ocde https://purl.org/pe-repo/ocde/ford#2.02.00
dc.title Hierarchy-based salient regions: A region detector based on hierarchies of partitions
dc.type info:eu-repo/semantics/conferenceObject
dspace.entity.type Publication
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