3449 search results - page 3 / 690 » A Framework for Multiple-Instance Learning |
111
Voted
ISVC
2010
Springer
14 years 11 months ago
2010
Springer
Abstract. We propose a novel Multiple Instance Learning (MIL) framework to perform target localization from image sequences. The proposed approach consists of a softmax logistic re...
124
Voted
ICPR
2010
IEEE
15 years 4 months ago
2010
IEEE
Abstract--Recently, classifier grids have shown to be a considerable alternative for object detection from static cameras. However, one drawback of such approaches is drifting if a...
115
click to vote
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
This paper introduces an approach for identifying predictive structures in relational data using the multiple-instance framework. By a predictive structure, we mean a structure th...
115
Voted
ECML
2006
Springer
15 years 4 months ago
2006
Springer
Multiple-instance learning (MIL) is a popular concept among the AI community to support supervised learning applications in situations where only incomplete knowledge is available....
135
Voted
CVPR
2010
IEEE
15 years 8 months ago
2010
IEEE
A recent dominating trend in tracking called tracking-by-detection uses on-line classifiers in order to redetect objects over succeeding frames. Although these methods usually deli...