Multimodal Indexing of Multilingual News Video

Autor: Hiranmay Ghosh, Sunil Kumar Kopparapu, Tanushyam Chattopadhyay, Ashish Khare, Sujal Subhash Wattamwar, Amarendra Gorai, Meghna Pandharipande
Jazyk: angličtina
Rok vydání: 2010
Předmět:
Zdroj: International Journal of Digital Multimedia Broadcasting, Vol 2010 (2010)
Druh dokumentu: article
ISSN: 1687-7578
1687-7586
DOI: 10.1155/2010/486487
Popis: The problems associated with automatic analysis of news telecasts are more severe in a country like India, where there are many national and regional language channels, besides English. In this paper, we present a framework for multimodal analysis of multilingual news telecasts, which can be augmented with tools and techniques for specific news analytics tasks. Further, we focus on a set of techniques for automatic indexing of the news stories based on keywords spotted in speech as well as on the visuals of contemporary and domain interest. English keywords are derived from RSS feed and converted to Indian language equivalents for detection in speech and on ticker texts. Restricting the keyword list to a manageable number results in drastic improvement in indexing performance. We present illustrative examples and detailed experimental results to substantiate our claim.
Databáze: Directory of Open Access Journals
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