Using MPEG-7 for Automatic Annotation of Audiovisual Content in eLearning Digital Libraries

نویسندگان

  • Giuseppe Amato
  • Paolo Bolettieri
  • Franca Debole
  • Fabrizio Falchi
  • Claudio Gennaro
  • Fausto Rabitti
چکیده

In this paper we present a prototype system to enrich audiovisual contents with annotations, which exploits existing technologies for automatic extraction of metadata (such as OCR, speech recognition, cut detection, visual descriptors, etc.). The prototype relies on a metadata model that unifies MPEG-7 and LOM descriptions to edit and enrich audiovisual contents, and it is based on MILOS, a general purpose Multimedia Content Management System created to support design and effective implementation of digital library applications. MILOS supports the storage and content based retrieval of any multimedia documents whose descriptions are provided by using arbitrary metadata models represented in XML. As a result, the indexed digital material can be retrieved by means of content based retrieval on the text extracted and on the MPEG-7 visual descriptors (via similarity search), assisting the user of the e-Learning Library (student or teacher) to retrieve the items not only on the basic bibliographic metadata (title, author, etc.).

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

International Organisation for Standardisation Organisation Internationale De Normalisation

An incommensurable amount of audiovisual information is becoming available in digital form, in digital archives, on the World Wide Web, in broadcast datastreams and in personal and professional databases, and this amount is only growing. The value of information often depends on how easy it can be found, retrieved, accessed and filtered and managed. In spite of the fact that users have increasi...

متن کامل

MPEG-7 Pictorially Enriched Ontologies for Video Annotation

A system for the automatic creation of Pictorially Enriched Ontologies is presented, that is ontologies for context-based video digital libraries, enriched by pictorial concepts for video annotation, summarization and similarity-based retrieval. Extraction of pictorial concepts with video clips clustering, ontology storing with MPEG-7, and the use of the ontology for stored video annotation are...

متن کامل

Using Knowledge Representation Languages for Video Annotation and Retrieval

Effective usage of multimedia digital libraries has to deal with the problem of building efficient content annotation and retrieval tools. In particular in video domain, different techniques for manual and automatic annotation and retrieval have been proposed. Despite the existence of well-defined and extensive standards for video content description, such as MPEG-7, these languages are not exp...

متن کامل

Mapping MPEG-7 to CIDOC/CRM

The MPEG-7 is the dominant standard for multimedia content description; thus, the audiovisual Digital Library contents should be described in terms of MPEG-7. Since there exists a huge amount of audiovisual content in the cultural heritage domain, it is expected that several cultural heritage objects, as well as entities related with them (i.e. people, places, events etc.), have been described ...

متن کامل

Browsing Personal Digital Photograph Collections with Spatial and Temporal Based Ontology and MPEG-7 Dozen Dimensional Digital Content Architecture

The current trend of image retrieval is to incorporate the image visual features used in Content Based Image Retrieval (CBIR) and semantics annotations used in Metadata Based Image Retrieval to enhance retrieval performance. Because of the pervasive of consumer imaging devices, building personal digital photograph libraries became an increasingly interested domain. Personal digital photograph c...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2008