505 search results - page 3 / 101 » Image Database Retrieval with Multiple-Instance Learning Tec... |
113
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DIS
2009
Springer
15 years 9 months ago
2009
Springer
Multiple-instance learning (MIL) is a generalization of the supervised learning problem where each training observation is a labeled bag of unlabeled instances. Several supervised ...
128
Voted
ICML
2003
IEEE
16 years 3 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...
123
Voted
ISVC
2010
Springer
15 years 28 days 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...
116
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ICTAI
2003
IEEE
15 years 7 months ago
2003
IEEE
In multi-instance learning, the training examples are bags composed of instances without labels and the task is to predict the labels of unseen bags through analyzing the training...
143
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PAMI
2007
15 years 1 months ago
2007
—A probabilistic formulation for semantic image annotation and retrieval is proposed. Annotation and retrieval are posed as classification problems where each class is defined as...