We present a novel video browsing and retrieval system for edited videos, in which videos are automatically decomposed into meaningful and storytelling parts (i.e. scenes) and tagged according to their transcript. The system relies on a Triplet Deep Neural Network which exploits multimodal features, and has been implemented as a set of extensions to the eXo Platform Enterprise Content Management System (ECMS). This set of extensions enable the interactive visualization of a video, its automatic and semi-automatic annotation, as well as a keyword-based search inside the video collection. The platform also allows a natural integration with third-party add-ons, so that automatic annotations can be exploited outside the proposed platform.

A Video Library System Using Scene Detection and Automatic Tagging / Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita. - 733:(2017). (Intervento presentato al convegno Italian Research Conference on Digital Libraries tenutosi a Modena nel January 26-27, 2017) [10.1007/978-3-319-68130-6_5].

A Video Library System Using Scene Detection and Automatic Tagging

BARALDI, LORENZO;GRANA, Costantino;CUCCHIARA, Rita
2017

Abstract

We present a novel video browsing and retrieval system for edited videos, in which videos are automatically decomposed into meaningful and storytelling parts (i.e. scenes) and tagged according to their transcript. The system relies on a Triplet Deep Neural Network which exploits multimodal features, and has been implemented as a set of extensions to the eXo Platform Enterprise Content Management System (ECMS). This set of extensions enable the interactive visualization of a video, its automatic and semi-automatic annotation, as well as a keyword-based search inside the video collection. The platform also allows a natural integration with third-party add-ons, so that automatic annotations can be exploited outside the proposed platform.
2017
Italian Research Conference on Digital Libraries
Modena
January 26-27, 2017
733
Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita
A Video Library System Using Scene Detection and Automatic Tagging / Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita. - 733:(2017). (Intervento presentato al convegno Italian Research Conference on Digital Libraries tenutosi a Modena nel January 26-27, 2017) [10.1007/978-3-319-68130-6_5].
File in questo prodotto:
File Dimensione Formato  
2017_IRCDL.pdf

Open access

Tipologia: Versione dell'autore revisionata e accettata per la pubblicazione
Dimensione 1.74 MB
Formato Adobe PDF
1.74 MB Adobe PDF Visualizza/Apri
Pubblicazioni consigliate

Licenza Creative Commons
I metadati presenti in IRIS UNIMORE sono rilasciati con licenza Creative Commons CC0 1.0 Universal, mentre i file delle pubblicazioni sono rilasciati con licenza Attribuzione 4.0 Internazionale (CC BY 4.0), salvo diversa indicazione.
In caso di violazione di copyright, contattare Supporto Iris

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/1147173
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? 1
social impact