Static video summarization through Optimum-Path Forest clustering
| dc.contributor.author | Martins, G. B. [UNESP] | |
| dc.contributor.author | Afonso, L. C.S. [UNESP] | |
| dc.contributor.author | Osaku, D. | |
| dc.contributor.author | Almeida, Jurandy | |
| dc.contributor.author | Papa, J. P. [UNESP] | |
| dc.contributor.institution | Universidade Estadual Paulista (Unesp) | |
| dc.contributor.institution | Universidade de São Paulo (USP) | |
| dc.contributor.institution | Universidade Federal de São Carlos (UFSCar) | |
| dc.date.accessioned | 2018-12-11T16:40:07Z | |
| dc.date.available | 2018-12-11T16:40:07Z | |
| dc.date.issued | 2014-01-01 | |
| dc.description.abstract | This paper introduces the Optimum-Path Forest (OPF) classifier for static video summarization, being its results comparable to the ones obtained by some state-of-the-art video summarization techniques. The experimental section has been conducted using several image descriptors in two public datasets, followed by an analysis of OPF robustness regarding one ad-hoc parameter. Future works are guided to improve OPF effectiveness on each distinct video category. | en |
| dc.description.affiliation | Department of Computing São Paulo State University UNESP | |
| dc.description.affiliation | Institute of Science and Technology Federal University of São Paulo UNIFESP | |
| dc.description.affiliation | Department of Computer Science Federal University of São Carlos UFSCar | |
| dc.description.affiliationUnesp | Department of Computing São Paulo State University UNESP | |
| dc.format.extent | 893-900 | |
| dc.identifier.citation | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8827, p. 893-900. | |
| dc.identifier.issn | 1611-3349 | |
| dc.identifier.issn | 0302-9743 | |
| dc.identifier.scopus | 2-s2.0-84949130645 | |
| dc.identifier.uri | http://hdl.handle.net/11449/168181 | |
| dc.language.iso | eng | |
| dc.relation.ispartof | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | |
| dc.relation.ispartofsjr | 0,295 | |
| dc.rights.accessRights | Acesso aberto | |
| dc.source | Scopus | |
| dc.subject | Clustering | |
| dc.subject | Optimum-path forest | |
| dc.subject | Video summarization | |
| dc.title | Static video summarization through Optimum-Path Forest clustering | en |
| dc.type | Trabalho apresentado em evento |