290 search results - page 5 / 58 » Learning with Deep Cascades |
108
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
Recently, several learning algorithms relying on models with deep architectures have been proposed. Though they have demonstrated impressive performance, to date, they have only b...
109
Voted
ICML
2005
IEEE
16 years 1 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...
104
Voted
CVPR
2007
IEEE
15 years 7 months ago
2007
IEEE
Aiming at the problem when both positive and negative training set are enormous, this paper proposes a novel Matrix-Structural Learning (MSL) method, as an extension to Viola and ...
129
Voted
ICCV
2011
IEEE
14 years 20 days ago
2011
IEEE
Cascades are a popular framework to speed up object detection systems. Here we focus on the first layers of a category independent object detection cascade in which we sample a l...
151
Voted
NIPS
2003
15 years 2 months ago
2003
Face detection is a canonical example of a rare event detection problem, in which target patterns occur with much lower frequency than nontargets. Out of millions of face-sized wi...