675 search results - page 74 / 135 » Agglomerative clustering of feature data for image segmentat... |
120
click to vote
ECCV
2010
Springer
15 years 3 months ago
2010
Springer
Unsupervised learning requires a grouping step that defines which data belong together. A natural way of grouping in images is the segmentation of objects or parts of objects. Whi...
SIBGRAPI
2006
IEEE
15 years 7 months ago
2006
IEEE
Statistical discrimination methods are suitable not only for classification but also for characterisation of differences between a reference group of patterns and the population u...
139
click to vote
PAMI
2007
15 years 28 days ago
2007
—A variety of clustering algorithms have recently been proposed to handle data that is not linearly separable; spectral clustering and kernel k-means are two of the main methods....
114
click to vote
CVPR
2008
IEEE
16 years 3 months ago
2008
IEEE
Gaussian blurring mean-shift (GBMS) is a nonparametric clustering algorithm, having a single bandwidth parameter that controls the number of clusters. The algorithm iteratively sh...
143
click to vote
MICCAI
2008
Springer
16 years 2 months ago
2008
Springer
We propose a new framework for multi-object segmentation of deep brain structures, which have significant shape variations and relatively small sizes in medical brain images. In th...