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SIBGRAPI
2009
IEEE

Fractal-JSEG: JSEG Using an Homogeneity Measurement Based on Local Fractal Descriptor

10 years 2 months ago
Fractal-JSEG: JSEG Using an Homogeneity Measurement Based on Local Fractal Descriptor
—This paper proposes an improved version for the JSEG color image segmentation algorithm, combining the classical JSEG algorithm and a local fractal operator that measures the fractal dimension of each pixel, thus improving the boundary detection in the J-map. Experiments with natural color images of the Berkeley Segmentation Dataset and Benchmark are presented, which show improved results in comparison with the classical JSEG algorithm. Keywords-color image segmentation, J value segmentation (JSEG), edge detection, fractal dimension, local fractal operator, differential box-counting (DBC).
Karin S. Komati, Evandro O. T. Salles, Maái
Added 21 May 2010
Updated 21 May 2010
Type Conference
Year 2009
Where SIBGRAPI
Authors Karin S. Komati, Evandro O. T. Salles, Maáio Sarcinelli Filho
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