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Simulating visual attention for object recognition

 
: Frintrop, S.; Rome, E.

:
Fulltext (PDF; )

Wörgötter, F.:
Workshop on Early Cognitive Visionm ECOVISION 2004. Proceedings : Isle of Skye, Scottland, 28.5.-1.6. 2004
Stirling: University of Stirling, 2004
4 pp.
Workshop on Early Cognitive Vision (ECOVISION) <2004, Isle of Skye>
English
Conference Paper, Electronic Publication
Fraunhofer AIS ( IAIS) ()

Abstract
We present a new recognition system motivated by human vision for the detection and recognition of objects in real-world images. A computational attention module finds regions of interest in an image and a classifier searches for objects only in these regions. This enables a significantly faster classification. We show how name plates in an office environment are detected by the visual attention module and reliably recognized by the classifier.

: http://publica.fraunhofer.de/documents/N-29113.html