This paper describes a complete approach to detect, localize and describe network patterns. Such texture is automatically detected with Gaussian derivative kernels and Fisher linear discriminant analysis; line closure and thinning is provided by morphological masking and line luminance profile fitting provides width estimation. Detection results on dermatological images are reported and discussed.
Line Detection and Texture Characterization of Network Patterns / Grana, Costantino; Cucchiara, Rita; Pellacani, Giovanni; Seidenari, Stefania. - STAMPA. - 2:(2006), pp. 275-278. (Intervento presentato al convegno International Conference on Pattern Recognition tenutosi a Hong Kong nel Aug 20-24) [10.1109/ICPR.2006.764].
Line Detection and Texture Characterization of Network Patterns
GRANA, Costantino;CUCCHIARA, Rita;PELLACANI, Giovanni;SEIDENARI, Stefania
2006
Abstract
This paper describes a complete approach to detect, localize and describe network patterns. Such texture is automatically detected with Gaussian derivative kernels and Fisher linear discriminant analysis; line closure and thinning is provided by morphological masking and line luminance profile fitting provides width estimation. Detection results on dermatological images are reported and discussed.
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