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Two-dimensional string notation for representing video sequences

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conference contribution
posted on 1995-01-01, 00:00 authored by K Shearer, D Kieronska, Svetha VenkateshSvetha Venkatesh
Most current work on video indexing concentrates on queries which operate over high level semantic information which must be entirely composed and entered manually. We propose an indexing system which is based on spatial information about key objects in a scene. These key objects may be detected automatically, with manual supervision, and tracked through a sequence using one of a number of recently developed techniques. This representation is highly compact and allows rapid resolution of queries specified by iconic example. A number of systems have been produced which use 2D string notations to index digital image libraries. Just as 2D strings provide a compact and tractable indexing notation for digital pictures, a sequence of 2D strings might provide an index for a video or image sequence. To improve further upon this we reduce the representation to the 2D string pair representing the initial frame, and a sequence of edits to these strings. This takes advantage of the continuity between frames to further reduce the size of the notation. By representing video sequences using string edits, a notation has been developed which is compact, and allows querying on the spatial relationships of objects to be performed without rebuilding the majority of the scene. Calculating ranks of objects directly from the edit sequence allows matching with minimal calculation, thus greatly reducing search time. This paper presents the edit sequence notation and algorithms for evaluating queries over image sequences. A number of optimizations which represent a considerably saving in search time is demonstrated in the paper.

History

Pagination

389 - 400

Location

Philadelphia, Pa.

Open access

  • Yes

Start date

1995-10-25

End date

1995-10-26

ISSN

0277-786X

ISBN-10

0819419702

Language

eng

Publication classification

E1.1 Full written paper - refereed

Copyright notice

1995, SPIE

Editor/Contributor(s)

C Kuo

Title of proceedings

SPIE 1995 : Proceedings of SPIE - the International Society for Optical Engineering