DOOMRED: A New Optimization Technique for Boosted Cascade Detectors on Enforced Training Set

We propose a new method to optimize the completely-trained boosted cascade detector on an enforced training set. Recently, due to the accuracy and real-time characteristics of boosted cascade detectors like the Adaboost, a lot of variant algorithms have been proposed to enhance the performance g...

Full description

Bibliographic Details
Main Authors: Kyoung Mu Lee, Dong Woo Park
Format: Article
Language:English
Published: SpringerOpen 2008-05-01
Series:EURASIP Journal on Advances in Signal Processing
Online Access:http://dx.doi.org/10.1155/2008/183804