191 search results - page 20 / 39 » Comparing segmentations by applying randomization techniques |
64
Voted
ICML
2000
IEEE
15 years 10 months ago
2000
IEEE
Cross-validation is an established technique for estimating the accuracy of a classifier and is normally performed either using a number of random test/train partitions of the dat...
100
Voted
MICCAI
2003
Springer
15 years 10 months ago
2003
Springer
Abstract. This paper evaluates strategies to combine multiple segmentations of the same image, generated for example by different segmentation methods or by different human experts...
177
Voted
ICDE
2005
IEEE
15 years 11 months ago
2005
IEEE
To preserve client privacy in the data mining process, a variety of techniques based on random perturbation of individual data records have been proposed recently. In this paper, ...
71
Voted
DAGM
2010
Springer
14 years 10 months ago
2010
Springer
Fitting statistical models is a widely employed technique for the segmentation of medical images. While this approach gives impressive results for simple structures, shape models a...
77
Voted
TIP
2008
14 years 9 months ago
2008
Abstract--In this paper, we propose a natural framework that allows any region-based segmentation energy to be re-formulated in a local way. We consider local rather than global im...