TY - GEN
T1 - Extending image retrieval with group-oriented interface
AU - Nakazato, Munehiro
AU - Huang, Thomas S.
N1 - Publisher Copyright:
© 2002 IEEE.
PY - 2002
Y1 - 2002
N2 - ImageGrouper is a new user interface for digital image search and organization. It is group-oriented in that image search, annotation and organizing are done by grouping images on the workspace. This enables faster and flexible text annotation on a large number of images as well as effective image organization. In addition, this interface improves and extends content-based image retrieval (CBIR) as well. First, finding good combinations of query examples is essential for successful retrieval. The query-by-groups concept allows the user to try different combinations of query examples quickly and easily. Second, because of semantic gap between the user's concept and extracted visual features, it may be difficult to represent the user's request by only one class of query examples. We propose a new feature-weighting scheme where the user's request can be expressed in multiple positive classes.
AB - ImageGrouper is a new user interface for digital image search and organization. It is group-oriented in that image search, annotation and organizing are done by grouping images on the workspace. This enables faster and flexible text annotation on a large number of images as well as effective image organization. In addition, this interface improves and extends content-based image retrieval (CBIR) as well. First, finding good combinations of query examples is essential for successful retrieval. The query-by-groups concept allows the user to try different combinations of query examples quickly and easily. Second, because of semantic gap between the user's concept and extracted visual features, it may be difficult to represent the user's request by only one class of query examples. We propose a new feature-weighting scheme where the user's request can be expressed in multiple positive classes.
UR - http://www.scopus.com/inward/record.url?scp=84908327443&partnerID=8YFLogxK
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U2 - 10.1109/ICME.2002.1035753
DO - 10.1109/ICME.2002.1035753
M3 - Conference contribution
AN - SCOPUS:84908327443
T3 - Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002
SP - 201
EP - 204
BT - Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002
Y2 - 26 August 2002 through 29 August 2002
ER -