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Multiscale fractal descriptors applied to nanoscale images
- Source :
- Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual), Universidade de São Paulo (USP), instacron:USP
- Publication Year :
- 2013
-
Abstract
- This work proposes the application of fractal descriptors to the analysis of nanoscale materials under different experimental conditions. We obtain descriptors for images from the sample applying a multiscale transform to the calculation of fractal dimension of a surface map of such image. Particularly, we have used the Bouligand–Minkowski fractal dimension. We applied these descriptors to discriminate between two titanium oxide films prepared under different experimental conditions. Results demonstrate the discrimination power of proposed descriptors in such kind of application.
- Subjects :
- Surface map
business.industry
Computer science
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Pattern recognition
Condensed Matter Physics
Fractal dimension
Sample (graphics)
Electronic, Optical and Magnetic Materials
ComputingMethodologies_PATTERNRECOGNITION
Fractal
Computer Science::Computer Vision and Pattern Recognition
Pattern recognition (psychology)
Artificial intelligence
business
Nanoscopic scale
ComputingMethodologies_COMPUTERGRAPHICS
MATERIAIS NANOESTRUTURADOS
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual), Universidade de São Paulo (USP), instacron:USP
- Accession number :
- edsair.doi.dedup.....d97f1971807d382dde4d50867dd2355f