venkatesh-ontheincremental-2000.pdf (394.42 kB)
On the incremental learning and recognition of the pattern of movement of multiple labelled objects in dynamic scenes
conference contribution
posted on 2000-01-01, 00:00 authored by M Mugurel, Svetha VenkateshSvetha Venkatesh, G WestIn this paper we discuss combining incremental learning and incremental recognition to classify patterns consisting of multiple objects, each represented by multiple spatio-temporal features. Importantly the technique allows for ambiguity in terms of the positions of the start and finish of the pattern. This involves a progressive classification which considers the data at each time instance in the query and thus provides a probable answer before all the query information becomes available. We present two methods that combine incremental learning and incremental recognition: a time instance method and an overall best match method.
History
Event
International Conference on Pattern Recognition (15th : 2000 : Barcelona, Spain)Pagination
652 - 655Publisher
IEEELocation
Barcelona, SpainPlace of publication
Washington, D. C.Publisher DOI
Start date
2000-09-03End date
2000-09-08ISSN
1051-4651ISBN-10
0769507506Language
engNotes
This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.Publication classification
E1.1 Full written paper - refereedCopyright notice
2000, IEEETitle of proceedings
ICPR 2000 : Proceedings of the International Conference on Pattern RecognitionUsage metrics
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