643 search results - page 75 / 129 » Support Vector Machines for 3D Object Recognition |
113
Voted
GECCO
2007
Springer
15 years 7 months ago
2007
Springer
As a learning method support vector machine is regarded as one of the best classifiers with a strong mathematical foundation. On the other hand, evolutionary computational techniq...
87
Voted
JCP
2006
15 years 1 months ago
2006
Compared with conventional two-class learning schemes, one-class classification simply uses a single class in the classifier training phase. Applying one-class classification to le...
102
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ICIAR
2004
Springer
15 years 7 months ago
2004
Springer
We present an information theoretic approach for learning a linear dimension reduction transform for object classification. The theoretic guidance of the approach is that the trans...
101
Voted
CVPR
2010
IEEE
15 years 5 months ago
2010
IEEE
We introduce a method to accelerate the evaluation of object detection cascades with the help of a divide-andconquer procedure in the space of candidate regions. Compared to the e...
147
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CVPR
2001
IEEE
16 years 3 months ago
2001
IEEE
We present a two-step method to speed-up object detection systems in computer vision that use Support Vector Machines (SVMs) as classifiers. In a first step we perform feature red...