Semantic Representation of Multimedia Content

نویسندگان

  • Kalliopi Dalakleidi
  • Stamatia Dasiopoulou
  • Giorgos Stoilos
  • Vassilis Tzouvaras
  • Giorgos B. Stamou
  • Yiannis Kompatsiaris
چکیده

Multimedia documents constitute extremely rich information resources, whose efficacious management is intertwined with the effective capturing of the underlying semantics. The conveyed meaning may span along multiple levels and relates to search and retrieval tasks, much as to the very extraction and interpretation of content descriptions. In this chapter we consider the formal representation of multimedia semantics that pertain to media and domain specific descriptions, for the purpose of supporting both the extraction and subsequent semantic management of such descriptions. To this end, firstly, we present first an overview of existing approaches to the representation of multimedia content and discuss open issues. Subsequently, we present the ontology infrastructure developed in the context of the BOEMIE project tailored towards the formal representation of multimedia content. Concluding, we present what can non-standard formal representation technologies, such as fuzzy knowledge representation formalisms bring to multimedia document processing and management.

برای دانلود 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

Modeling Linguistic Facets of Multimedia Content for Semantic Annotation

We provide an integrated ontological framework offering coverage for deep semantic content, including ontological representation of multimedia based on the MPEG-7 standard. We link the deep semantic level with the media-specific semantic level to operationalize multimedia information. Through the link between multimedia representation and the semantics of specific domains we approach the Semant...

متن کامل

Automatic Extraction of Semantic Preferences from Multimedia Documents

One of the most important topics in modern multimedia research is the treatment of documents and users at a semantic level. In this framework, the automated extraction of semantic preferences from multimedia content is an important problem. This paper is part of our ongoing work in the field of semantic multimedia analysis and retrieval; it extends on previous work on scene and shot detection, ...

متن کامل

MediaNet: A Multimedia Information Network for Knowledge Representation

In this paper, we present MediaNet, which is a knowledge representation framework that uses multimedia content for representing semantic and perceptual information. The main components of MediaNet include conceptual entities, which correspond to real world objects, and relationships among concepts. MediaNet allows the concepts and relationships to be defined or exemplified by multimedia content...

متن کامل

Towards an Ontology for MPEG-7 Semantic Descriptions

Multimedia resources may be described using several metadata standards, MPEG-7 being the most comprehensive among those standards. MPEG-7 provides different tools to describe any multimedia content. Semantic Descriptor Scheme is one of them, which is used to describe the semantics of the content in terms of Events, Objects, Concepts, Places, Time and Abstraction. Since there is no hard and fast...

متن کامل

Semi-Automatic Annotation and Retrieval of Visual Content Using the Topic Map Technology

There are still major challenges in the area of automatic indexing and retrieval of multimedia content data for very large multimedia content corpora. Current indexing and retrieval applications still use keywords to index multimedia content and those keywords usually do not provide any knowledge about the semantic content of the data. With the increasing amount of multimedia content, it is ine...

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

برای دانلود 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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011