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CAIP
2005
Springer
114views Image Analysis» more  CAIP 2005»
10 years 7 months ago
A Segmentation Algorithm for Noisy Images
This paper presents a segmentation algorithm for gray-level images and addresses issues related to its performance on noisy images. It formulates an image segmentation problem as a...
Soufiane Rital, Hocine Cherifi, Serge Miguet
ICAPR
2005
Springer
10 years 6 months ago
Weighted Adaptive Neighborhood Hypergraph Partitioning for Image Segmentation
Abstract. The aim of this paper is to present an improvement of a previously published algorithm. The proposed approach is performed in two steps. In the first step, we generate t...
Soufiane Rital, Hocine Cherifi, Serge Miguet
ICMLA
2008
10 years 2 months ago
Image Segmentation as Learning on Hypergraphs
In this paper, we propose to use hypergraphs as the model for images and pose image segmentation as a machine learning problem in which some pixels (called seeds) are labeled as t...
Lei Ding, Alper Yilmaz
IMCSIT
2010
9 years 11 months ago
An Hypergraph Object Oriented Model for Image Segmentation and Annotation
This paper presents a system for segmentation of images into regions and annotation of these regions for semantic identification of the objects present in the image. The unified me...
Eugen Ganea, Marius Brezovan
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