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Fast Feature Pyramids for Object Detection.

Published in IEEE transactions on pattern analysis and machine intelligence • Aug 1, 2014
Authors:
Piotr Dollár
,
Ron Appel
,
Serge Belongie

Abstract

Multi-resolution image features may be approximated via extrapolation from nearby scales, rather than being computed explicitly. This fundamental insight allows us to design object detection algorithms that are as accurate, and considerably faster, than the state-of-the-art. The computational bottle...

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