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http://bura.brunel.ac.uk/handle/2438/9956
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DC Field | Value | Language |
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dc.contributor.author | Ghinea, G | - |
dc.contributor.author | Kannan, R | - |
dc.contributor.author | Swaminathan, S | - |
dc.contributor.author | Kannaiyan, S | - |
dc.date.accessioned | 2015-01-27T11:59:57Z | - |
dc.date.available | 2014-09-03 | - |
dc.date.available | 2015-01-27T11:59:57Z | - |
dc.date.issued | 2014 | - |
dc.identifier.citation | Proceedings - 2014 IEEE International Conference on Multimedia and Expo, Chengdu, 14-18 July 2014 | en_US |
dc.identifier.issn | 1945-7871 | - |
dc.identifier.uri | http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6890642 | - |
dc.identifier.uri | http://bura.brunel.ac.uk/handle/2438/9956 | - |
dc.description.abstract | In the past, several automatic video summarization systems had been proposed to generate video summary. However, a generic video summary that is generated based only on audio, visual and textual saliencies will not satisfy every user. This paper proposes a novel system for generating semantically meaningful personalized video summaries, which are tailored to the individual user's preferences over video semantics. Each video shot is represented using a semantic multinomial which is a vector of posterior semantic concept probabilities. The proposed system stitches video summary based on summary time span and top-ranked shots that are semantically relevant to the user's preferences. The proposed summarization system is evaluated using both quantitative and subjective evaluation metrics. The experimental results on the performance of the proposed video summarization system are encouraging. | en_US |
dc.language.iso | en | en_US |
dc.publisher | IEEE Computer Society | en_US |
dc.subject | Multimedia information systems | en_US |
dc.subject | Multimedia retrieval and browsing | en_US |
dc.subject | Personalization | en_US |
dc.subject | Semantic multinomial | en_US |
dc.subject | User preferences | en_US |
dc.subject | Video semantics | en_US |
dc.subject | Video summarization | en_US |
dc.title | A novel user-centered design for personalized video summarization | en_US |
dc.type | Conference Paper | en_US |
dc.identifier.doi | http://dx.doi.org/10.1109/ICMEW.2014.6890642 | - |
dc.relation.isPartOf | Proceedings - IEEE International Conference on Multimedia and Expo | - |
dc.relation.isPartOf | Proceedings - IEEE International Conference on Multimedia and Expo | - |
pubs.organisational-data | /Brunel | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division/College of Engineering, Design and Physical Sciences | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division/College of Engineering, Design and Physical Sciences/Dept of Computer Science | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division/College of Engineering, Design and Physical Sciences/Dept of Computer Science/Computer Science | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/Brunel Business School - URCs and Groups | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/Brunel Business School - URCs and Groups/Centre for Research into Entrepreneurship, International Business and Innovation in Emerging Markets | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Health Sciences and Social Care - URCs and Groups | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Health Sciences and Social Care - URCs and Groups/Brunel Institute for Ageing Studies | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Health Sciences and Social Care - URCs and Groups/Brunel Institute of Cancer Genetics and Pharmacogenomics | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Health Sciences and Social Care - URCs and Groups/Centre for Systems and Synthetic Biology | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Information Systems, Computing and Mathematics - URCs and Groups | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Information Systems, Computing and Mathematics - URCs and Groups/Multidisclipary Assessment of Technology Centre for Healthcare (MATCH) | - |
Appears in Collections: | Dept of Computer Science Research Papers |
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