Content-based video retrieval and summarization using MPEG-7

Werner Bailer; Harald Mayer; Helmut Neuschmied; Werner Haas; Mathias Lux; Werner Klieber

doi:10.1117/12.526834

15 December 2003 Content-based video retrieval and summarization using MPEG-7

Werner Bailer, Harald Mayer, Helmut Neuschmied, Werner Haas, Mathias Lux, Werner Klieber

Proceedings Volume 5304, Internet Imaging V; (2003) https://doi.org/10.1117/12.526834
Event: Electronic Imaging 2004, 2004, San Jose, California, United States

Abstract

Retrieval in current multimedia databases is usually limited to browsing and searching based on low-level visual features and explicit textual descriptors. Semantic aspects of visual information are mainly described in full text attributes or mapped onto specialized, application specific description schemes. Result lists of queries are commonly represented by textual descriptions and single key frames. This approach is valid for text documents and images, but is often insufficient to represent video content in a meaningful way. In this paper we present a multimedia retrieval framework focusing on video objects, which fully relies on the MPEG-7 standard as information base. It provides a content-based retrieval interface which uses hierarchical content-based video summaries to allow for quick viewing and browsing through search results even on bandwidth limited Web applications. Additionally semantic meaning about video content can be annotated based on domain specific ontologies, enabling a more targeted search for content. Our experiences and results with these techniques will be discussed in this paper.

Citation Download Citation

Werner Bailer, Harald Mayer, Helmut Neuschmied, Werner Haas, Mathias Lux, and Werner Klieber "Content-based video retrieval and summarization using MPEG-7", Proc. SPIE 5304, Internet Imaging V, (15 December 2003); https://doi.org/10.1117/12.526834

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