1121 search results - page 108 / 225 » Machine learning in soil classification |
139
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CVPR
2008
IEEE
16 years 5 months ago
2008
IEEE
This paper presents a novel approach to pedestrian classification which involves utilizing the synthesized virtual samples of a learned generative model to enhance the classificat...
149
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AVSS
2006
IEEE
15 years 7 months ago
2006
IEEE
The success of any Bayesian particle filtering based tracker relies heavily on the ability of the likelihood function to discriminate between the state that fits the image well an...
116
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ECML
2006
Springer
15 years 7 months ago
2006
Springer
Abstract. Active learning algorithms attempt to accelerate the learning process by requesting labels for the most informative items first. In real-world problems, however, there ma...
112
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ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
We introduce a boosting framework to solve a classification problem with added manifold and ambient regularization costs. It allows for a natural extension of boosting into both s...
146
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CIARP
2009
Springer
15 years 7 months ago
2009
Springer
In this paper we propose a machine learning approach to classify melanocytic lesions in malignant and benign from dermatoscopic images. The image database is composed of 433 benign...