DocumentCode
457164
Title
Line Detection and Texture Characterization of Network Patterns
Author
Grana, Costantino ; Cucchiara, Rita ; Pellacani, Giovanni ; Seidenari, Stefania
Author_Institution
Dept. of Inf. Eng., Univ. of Modena & Reggio Emilia
Volume
2
fYear
0
fDate
0-0 0
Firstpage
275
Lastpage
278
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
Keywords
Gaussian processes; feature extraction; image texture; image thinning; Fisher linear discriminant analysis; Gaussian derivative kernels; line closure; line detection; line luminance profile fitting; line thinning; morphological masking; network patterns; texture characterization; width estimation; Biomedical imaging; Heart; Image texture analysis; Kernel; Lesions; Linear discriminant analysis; Medical diagnostic imaging; Physiology; Pixel; US Department of Transportation;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location
Hong Kong
ISSN
1051-4651
Print_ISBN
0-7695-2521-0
Type
conf
DOI
10.1109/ICPR.2006.764
Filename
1699200
Link To Document