Matches in SemOpenAlex for { <https://semopenalex.org/work/W2341983079> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W2341983079 abstract "Clustering identities in a video is a useful task to aid in video search, annotation and retrieval, and cast identification. However, reliably clustering faces across multiple videos is challenging task due to variations in the appearance of the faces, as videos are captured in an uncontrolled environment. A person's appearance may vary due to session variations including: lighting and background changes, occlusions, changes in expression and make up. In this paper we propose the novel Local Total Variability Modelling (Local TVM) approach to cluster faces across a news video corpus; and incorporate this into a novel two stage video clustering system. We first cluster faces within a single video using colour, spatial and temporal cues; after which we use face track modelling and hierarchical agglomerative clustering to cluster faces across the entire corpus. We compare different face recognition approaches within this framework. Experiments on a news video database show that the Local TVM technique is able effectively model the session variation observed in the data, resulting in improved clustering performance, with much greater computational efficiency than other methods." @default.
- W2341983079 created "2016-06-24" @default.
- W2341983079 creator A5029074298 @default.
- W2341983079 creator A5034095159 @default.
- W2341983079 creator A5053074581 @default.
- W2341983079 creator A5055128383 @default.
- W2341983079 creator A5083626840 @default.
- W2341983079 date "2015-01-01" @default.
- W2341983079 modified "2023-09-22" @default.
- W2341983079 title "Robust automatic face clustering in news video" @default.
- W2341983079 hasPublicationYear "2015" @default.
- W2341983079 type Work @default.
- W2341983079 sameAs 2341983079 @default.
- W2341983079 citedByCount "0" @default.
- W2341983079 crossrefType "journal-article" @default.
- W2341983079 hasAuthorship W2341983079A5029074298 @default.
- W2341983079 hasAuthorship W2341983079A5034095159 @default.
- W2341983079 hasAuthorship W2341983079A5053074581 @default.
- W2341983079 hasAuthorship W2341983079A5055128383 @default.
- W2341983079 hasAuthorship W2341983079A5083626840 @default.
- W2341983079 hasConcept C116834253 @default.
- W2341983079 hasConcept C136764020 @default.
- W2341983079 hasConcept C144024400 @default.
- W2341983079 hasConcept C153180895 @default.
- W2341983079 hasConcept C154945302 @default.
- W2341983079 hasConcept C162324750 @default.
- W2341983079 hasConcept C187736073 @default.
- W2341983079 hasConcept C2779182362 @default.
- W2341983079 hasConcept C2779304628 @default.
- W2341983079 hasConcept C2780451532 @default.
- W2341983079 hasConcept C31972630 @default.
- W2341983079 hasConcept C36289849 @default.
- W2341983079 hasConcept C41008148 @default.
- W2341983079 hasConcept C59822182 @default.
- W2341983079 hasConcept C73555534 @default.
- W2341983079 hasConcept C86803240 @default.
- W2341983079 hasConcept C92835128 @default.
- W2341983079 hasConceptScore W2341983079C116834253 @default.
- W2341983079 hasConceptScore W2341983079C136764020 @default.
- W2341983079 hasConceptScore W2341983079C144024400 @default.
- W2341983079 hasConceptScore W2341983079C153180895 @default.
- W2341983079 hasConceptScore W2341983079C154945302 @default.
- W2341983079 hasConceptScore W2341983079C162324750 @default.
- W2341983079 hasConceptScore W2341983079C187736073 @default.
- W2341983079 hasConceptScore W2341983079C2779182362 @default.
- W2341983079 hasConceptScore W2341983079C2779304628 @default.
- W2341983079 hasConceptScore W2341983079C2780451532 @default.
- W2341983079 hasConceptScore W2341983079C31972630 @default.
- W2341983079 hasConceptScore W2341983079C36289849 @default.
- W2341983079 hasConceptScore W2341983079C41008148 @default.
- W2341983079 hasConceptScore W2341983079C59822182 @default.
- W2341983079 hasConceptScore W2341983079C73555534 @default.
- W2341983079 hasConceptScore W2341983079C86803240 @default.
- W2341983079 hasConceptScore W2341983079C92835128 @default.
- W2341983079 hasLocation W23419830791 @default.
- W2341983079 hasOpenAccess W2341983079 @default.
- W2341983079 hasPrimaryLocation W23419830791 @default.
- W2341983079 hasRelatedWork W1532011043 @default.
- W2341983079 hasRelatedWork W1562970855 @default.
- W2341983079 hasRelatedWork W1990802205 @default.
- W2341983079 hasRelatedWork W2015096912 @default.
- W2341983079 hasRelatedWork W2055622086 @default.
- W2341983079 hasRelatedWork W2067175278 @default.
- W2341983079 hasRelatedWork W2080783744 @default.
- W2341983079 hasRelatedWork W2097826102 @default.
- W2341983079 hasRelatedWork W2115546586 @default.
- W2341983079 hasRelatedWork W2263879784 @default.
- W2341983079 hasRelatedWork W2533604878 @default.
- W2341983079 hasRelatedWork W2544874028 @default.
- W2341983079 hasRelatedWork W2554620633 @default.
- W2341983079 hasRelatedWork W2612599221 @default.
- W2341983079 hasRelatedWork W2980017600 @default.
- W2341983079 hasRelatedWork W2989944022 @default.
- W2341983079 hasRelatedWork W3081435649 @default.
- W2341983079 hasRelatedWork W3156565254 @default.
- W2341983079 hasRelatedWork W3161973332 @default.
- W2341983079 hasRelatedWork W1923477376 @default.
- W2341983079 isParatext "false" @default.
- W2341983079 isRetracted "false" @default.
- W2341983079 magId "2341983079" @default.
- W2341983079 workType "article" @default.