TY - GEN
T1 - Efficient similarity-based retrieval of temporal structures
AU - Yamuna, P.
AU - Candan, Kasim
N1 - Publisher Copyright:
© 2001 IEEE.
PY - 2001
Y1 - 2001
N2 - Multimedia documents are composed of a multitude of objects of different media types. These different objects are related to one another by spatial and temporal specifications. In this paper we describe a framework for supporting efficient similarity based retrieval of temporal structures. We introduce the notion of similarity and the need for the same as well as discuss the properties of the similarity measure we propose. We discuss the development of similarity metrics to compare the temporal structures of multimedia documents. We also develop algorithms that efficiently index temporal structures based on these measures. More specifically, we propose a variant of the Multi Dimensional Scaling algorithm and show that the proposed variant is both efficient and provides high quality retrieval results.
AB - Multimedia documents are composed of a multitude of objects of different media types. These different objects are related to one another by spatial and temporal specifications. In this paper we describe a framework for supporting efficient similarity based retrieval of temporal structures. We introduce the notion of similarity and the need for the same as well as discuss the properties of the similarity measure we propose. We discuss the development of similarity metrics to compare the temporal structures of multimedia documents. We also develop algorithms that efficiently index temporal structures based on these measures. More specifically, we propose a variant of the Multi Dimensional Scaling algorithm and show that the proposed variant is both efficient and provides high quality retrieval results.
UR - http://www.scopus.com/inward/record.url?scp=84962175745&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84962175745&partnerID=8YFLogxK
U2 - 10.1109/SAINTW.2001.998220
DO - 10.1109/SAINTW.2001.998220
M3 - Conference contribution
AN - SCOPUS:84962175745
T3 - Proceedings - 2001 Symposium on Applications and the Internet Workshops, SAINT 2001
SP - 133
EP - 138
BT - Proceedings - 2001 Symposium on Applications and the Internet Workshops, SAINT 2001
A2 - Sakata, Shiro
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - Symposium on Applications and the Internet Workshops, SAINT 2001
Y2 - 8 January 2001 through 12 January 2001
ER -