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ICPR
2008
IEEE
15 years 4 months ago
An extended version of the k-means method for overlapping clustering
This paper deals with overlapping clustering, a trade off between crisp and fuzzy clustering. It has been motivated by recent applications in various domains such as information r...
Guillaume Cleuziou
82
Voted
ICPR
2008
IEEE
15 years 4 months ago
3D reconstruction by combining shape from silhouette with stereo
In this paper we propose a 3D reconstruction algorithm by combining shape from silhouette with stereo. Visual hull of the object is first derived from multi-view silhouette image...
Huei-Yung Lin, Jing-Ren Wu
82
Voted
ICPR
2008
IEEE
15 years 4 months ago
Constrained clustering by a novel graph-based distance transformation
In this work we present a novel method to model instance-level constraints within a clustering algorithm. Thereby, both similarity and dissimilarity constraints can be used coeval...
Kai Rothaus, Xiaoyi Jiang
53
Voted
ICPR
2008
IEEE
15 years 4 months ago
Adaptive Laplacian eigenfunctions as bases for regression analysis
Regression or least squares fitting is an important problem in statistics, data mining and many other applications. In recent years, basis functions derived from the underlying g...
Lei Ding, Xiaole Bai
ICPR
2008
IEEE
15 years 4 months ago
Segmentation of overlapping/aggregating nuclei cells in biological images
This paper presents a method of overlapping/aggregating nuclei cells segmentation. This method is based on the watershed segmentation algorithm, but the specificity of this work i...
Florence Cloppet, Arnaud Boucher