ICML
2005
IEEE
15 years 10 days ago
2005
IEEE
We consider support vector machines for binary classification. As opposed to most approaches we use the number of support vectors (the "L0 norm") as a regularizing term ...
MICCAI
2002
Springer
15 years 12 days ago
2002
Springer
After segmenting candidate exudates regions in colour retinal images we present and compare two methods for their classification. The Neural Network based approach performs margina...
ICPR
2000
IEEE
15 years 18 days ago
2000
IEEE
ICPR
2002
IEEE
15 years 19 days ago
2002
IEEE
ICPR
2004
IEEE
15 years 19 days ago
2004
IEEE
ICPR
2004
IEEE
15 years 19 days ago
2004
IEEE
In this paper, the problem of classification of defects occurring in a textile manufacture is addressed. A new classification scheme is devised in which different features, extrac...
ICPR
2006
IEEE
15 years 19 days ago
2006
IEEE
We present a novel method to enhance training set for face detection with nonlinearly generated examples from the original data. The motivation is from Support Vector Machines (SV...
ICIP
2002
IEEE
15 years 1 months ago
2002
IEEE
In this paper we proposed a visual speech recognition network based on Support Vector Machines. Each word of the dictionary is modeled by a set of temporal sequences of visemes. E...
ICIP
2002
IEEE
15 years 1 months ago
2002
IEEE
ICIP
2003
IEEE
15 years 1 months ago
2003
IEEE
In this paper we address the problem of classifying images, by exploiting global features that describe color and illumination properties, and by using the statistical learning pa...