979 search results - page 64 / 196 » Support Vector Machine Classification with Indefinite Kernel... |
133
click to vote
ICML
2010
IEEE
15 years 5 months ago
2010
IEEE
When equipped with kernel functions, online learning algorithms are susceptible to the "curse of kernelization" that causes unbounded growth in the model size. To addres...
144
click to vote
ICIP
2003
IEEE
16 years 5 months ago
2003
IEEE
In this paper, an efficient method using various histogrambased (high-dimensional) image content descriptors for automatically classifying general color photos into relevant categ...
126
click to vote
ICPR
2004
IEEE
16 years 5 months ago
2004
IEEE
Support vector machines (SVMs) have become one of the most promising techniques for relevance feedback in content-based image retrieval (CBIR). Typical SVM-based relevance feedbac...
136
Voted
ICPR
2004
IEEE
16 years 5 months ago
2004
IEEE
This paper presents a novel face detection method in video by using Discriminating Feature Analysis (DFA) and Support Vector Machine (SVM). Our method first incorporates temporal ...
143
Voted
KDD
2002
ACM
16 years 4 months ago
2002
ACM
Support vector machines (SVMs) excel at two-class discriminative learning problems. They often outperform generative classifiers, especially those that use inaccurate generative m...