74 search results - page 9 / 15 » Geometric SVM: A Fast and Intuitive SVM Algorithm |
124
Voted
SDM
2008
SIAM
15 years 5 months ago
2008
SIAM
This paper presents a stagewise least square (SLS) loss function for classification. It uses a least square form within each stage to approximate a bounded monotonic nonconvex los...
143
Voted
COMPGEOM
2009
ACM
15 years 10 months ago
2009
ACM
Following recent work of Clarkson, we translate the coreset framework to the problems of finding the point closest to the origin inside a polytope, finding the shortest distance...
254
Voted
AAAI
2008
15 years 6 months ago
2008
This paper presents a novel people detection and tracking method based on a multi-modal sensor fusion approach that utilizes 2D laser range and camera data. The data points in the...
112
Voted
LWA
2004
15 years 5 months ago
2004
Support Vector Machines (SVMs) have become a popular learning algorithm, in particular for large, high-dimensional classification problems. SVMs have been shown to give most accur...
142
Voted
ICMCS
2008
IEEE
15 years 10 months ago
2008
IEEE
In this paper, we propose an effective coarse-to-fine algorithm to detect text in video. Firstly, in coarse-detection section, stroke filter is employed to detect all candidate st...