22 search results - page 3 / 5 » A Cascade of Feed-Forward Classifiers for Fast Pedestrian De... |
PAMI
2006
13 years 5 months ago
2006
Detecting people in images is key for several important application domains in computer vision. This paper presents an in-depth experimental study on pedestrian classification; mul...
ICCV
2009
IEEE
14 years 10 months ago
2009
IEEE
We present methods for training high quality object detectors
very quickly. The core contribution is a pair of fast
training algorithms for piece-wise linear classifiers, which
...
DAGM
2007
Springer
13 years 9 months ago
2007
Springer
Cascades of classifiers constitute an important architecture for fast object detection. While boosting of simple (weak) classifiers provides an established framework, the design of...
DAGM
2004
Springer
13 years 9 months ago
2004
Springer
Abstract. In this paper, we present a novel method for reducing the computational complexity of a Support Vector Machine (SVM) classifier without significant loss of accuracy. We a...
CVPR
2008
IEEE
13 years 7 months ago
2008
IEEE
A large variety of image features has been invented for detection of objects of a known class. We propose a framework to optimize the discrimination-efficiency tradeoff in integra...