Automatic video indexing with incremental gallery creation: integration of recognition and knowledge acquisition

Author

Okada, Kazunori ; von der Malsburg, Christoph

Author_Institution

Dept. of Comput. Sci., Univ. of Southern California, Los Angeles, CA, USA

fYear

1999

fDate

36495

Firstpage

431

Lastpage

434

Abstract

A framework for integrating the processes of object recognition and knowledge acquisition is proposed and applied to solve a task of automatic video indexing based on personal appearance events in a video stream. Spatiotemporal segmentation using multiple cues and example based adaptation of a known person gallery are combined in a prototype system which demonstrated successful results in our preliminary experiments

Keywords

image segmentation; indexing; knowledge acquisition; object recognition; video signal processing; automatic video indexing; example based adaptation; incremental gallery creation; knowledge acquisition; known person gallery; multiple cues; object recognition; personal appearance events; prototype system; spatiotemporal segmentation; video stream; Computer science; Face recognition; Indexing; Knowledge acquisition; Learning systems; Object recognition; Prototypes; Spatiotemporal phenomena; Storage automation; Visual databases;

fLanguage

English

Publisher

ieee

Conference_Titel

Knowledge-Based Intelligent Information Engineering Systems, 1999. Third International Conference

Conference_Location

Adelaide, SA

Print_ISBN

0-7803-5578-4

Type

conf

DOI

10.1109/KES.1999.820215

Filename

820215