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DAGM
2004
Springer
13 years 9 months ago
Efficient Face Detection by a Cascaded Support Vector Machine Using Haar-Like Features
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...
Matthias Rätsch, Sami Romdhani, Thomas Vetter
PCM
2004
Springer
156views Multimedia» more  PCM 2004»
13 years 10 months ago
Spatial Histogram Features for Face Detection in Color Images
This paper presents a novel face detection approach in color images. We employ spatial histograms as robust features for face detection. The spatial histograms consist of marginal ...
Hongming Zhang, Debin Zhao
ICIP
2001
IEEE
14 years 6 months ago
Combining support vector machines for accurate face detection
The paper proposes the application of majority voting on the output of several support vector machines in order to select the most suitable learning machine for frontal face detec...
Ioan Buciu, Constantine Kotropoulos, Ioannis Pitas
ICIP
2002
IEEE
14 years 6 months ago
On the stability of support vector machines for face detection
Ioan Buciu, Constantine Kotropoulos, Ioannis Pitas
CVPR
1997
IEEE
13 years 9 months ago
Training Support Vector Machines: an Application to Face Detection
Edgar Osuna, Robert Freund, Federico Girosi