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» On-line Boosting and Vision
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ICPR
2008
IEEE
15 years 11 months ago
Training sequential on-line boosting classifier for visual tracking
On-line boosting allows to adapt a trained classifier to changing environmental conditions or to use sequentially available training data. Yet, two important problems in the on-li...
Helmut Grabner, Horst Bischof, Jan Sochman, Jiri M...
ICML
2007
IEEE
15 years 11 months ago
Asymmetric boosting
A cost-sensitive extension of boosting, denoted as asymmetric boosting, is presented. Unlike previous proposals, the new algorithm is derived from sound decision-theoretic princip...
Hamed Masnadi-Shirazi, Nuno Vasconcelos
ICPR
2008
IEEE
15 years 11 months ago
Pedestrian detection using boosted features over many frames
Daniel Snow, Michael J. Jones