1364 search results - page 135 / 273 » Sampling Methods for Unsupervised Learning |
132
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EUROCOLT
1999
Springer
15 years 7 months ago
1999
Springer
Abstract. Recent works have shown the advantage of using Active Learning methods, such as the Query by Committee (QBC) algorithm, to various learning problems. This class of Algori...
107
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ICPR
2006
IEEE
16 years 3 months ago
2006
IEEE
Video Compression currently is dominated by engineering and fine-tuned heuristic methods. In this paper, we propose to instead apply the well-developed machinery of machine learni...
130
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ICPR
2008
IEEE
15 years 9 months ago
2008
IEEE
In this paper we propose a novel image contrast enhancement method using collaborative learning. Block-based histogram equalization methods such as contrast limited adaptive histo...
109
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ICRA
2008
IEEE
15 years 9 months ago
2008
IEEE
— Successful multi-target tracking requires locating the targets and labeling their identities. For the laser based tracking system, the latter becomes significantly more challen...
129
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PAMI
2006
15 years 2 months ago
2006
Multiple-instance problems arise from the situations where training class labels are attached to sets of samples (named bags), instead of individual samples within each bag (called...