45 search results - page 1 / 9 » Empirical Analysis of Detection Cascades of Boosted Classifi... |
DAGM
2003
Springer
13 years 9 months ago
2003
Springer
Recently Viola et al. have introduced a rapid object detection scheme based on a boosted cascade of simple feature classifiers. In this paper we introduce and empirically analysis ...
CVPR
2001
IEEE
14 years 6 months ago
2001
IEEE
This paper describes a machine learning approach for visual
object detection which is capable of processing images
extremely rapidly and achieving high detection rates. This
wor...
ICCV
2003
IEEE
14 years 6 months ago
2003
IEEE
A general classification framework, called boosting chain, is proposed for learning boosting cascade. In this framework, a "chain" structure is introduced to integrate h...
CVPR
2007
IEEE
14 years 6 months ago
2007
IEEE
The existing methods for offline training of cascade classifiers take a greedy search to optimize individual classifiers in the cascade, leading inefficient overall performance. W...
ICML
2005
IEEE
14 years 5 months ago
2005
IEEE
The detection of faces in images is fundamentally a rare event detection problem. Cascade classifiers provide an efficient computational solution, by leveraging the asymmetry in t...