Ecole d'ingénieur et centre de recherche en Sciences du numérique

Video summarization based on balanced AV-MMR

Li, Yingbo; Mérialdo, Bernard

MMM 2012, 18th International Conference on Multimedia Modeling, 4-6 January, 2012, Klagenfurt, Austria / Also published in Springer LNCS, Vol 7131/2012

Among the techniques of video processing, video summarization is a promising approach to process the multimedia content. In this paper we present a novel summarization algorithm, Balanced Audio Video Maximal Marginal Relevance (Balanced AV-MMR or BAV-MMR), for multi-video summarization based on both audio and visual information. Balanced AVMMR exploits the balance between audio information and visual information, and the balance of temporal information in different videos. Furthermore, audio genres and human face of each frame are analyzed in order to be exploited in Balanced AV-MMR. Compared with its predecessors, Video Maximal Marginal Relevance (Video-MMR) and Audio Video Maximal Marginal Relevance (AV-MMR), we design a novel mechanism to combine these indispensible features from video track and audio track and achieve better summaries.

Document Doi Bibtex

Titre:Video summarization based on balanced AV-MMR
Mots Clés:Multi-video summarization, MMR, Video-MMR, AV-MMR, Balanced AV-MMR
Type:Conférence
Langue:English
Ville:Klagenfurt
Pays:AUTRICHE
Date:
Département:Data Science
Eurecom ref:3510
Copyright: © Springer. Personal use of this material is permitted. The definitive version of this paper was published in MMM 2012, 18th International Conference on Multimedia Modeling, 4-6 January, 2012, Klagenfurt, Austria / Also published in Springer LNCS, Vol 7131/2012 and is available at : http://dx.doi.org/10.1007/978-3-642-27355-1_35
Bibtex: @inproceedings{EURECOM+3510, doi = {http://dx.doi.org/10.1007/978-3-642-27355-1_35}, year = {2012}, title = {{V}ideo summarization based on balanced {AV}-{MMR}}, author = {{L}i, {Y}ingbo and {M}{\'e}rialdo, {B}ernard}, booktitle = {{MMM} 2012, 18th {I}nternational {C}onference on {M}ultimedia {M}odeling, 4-6 {J}anuary, 2012, {K}lagenfurt, {A}ustria / {A}lso published in {S}pringer {LNCS}, {V}ol 7131/2012}, address = {{K}lagenfurt, {AUTRICHE}}, month = {01}, url = {http://www.eurecom.fr/publication/3510} }
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