6533b839fe1ef96bd12a5918

RESEARCH PRODUCT

Mathematical Morphology Based on Fuzzy Operators

M. TripicianoV. Di GesuM. C. Maccarone

subject

Mathematical optimizationFuzzy classificationbusiness.industryComputer scienceComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONFuzzy operatorsPattern recognitionType (model theory)Mathematical morphologySkeletonizationEdge detectionImage (mathematics)Artificial intelligenceMorphological filterbusiness

description

A vision procedure may be considered as the repeated application of image operators until the vision goal is reached. The type of these operators and the spaces on which they are defined and act depends on the specific problem and on what we are searching on the image. Morphological operations, as filtering, edge detection, skeletonizing, and so on, are mainly required at low and medium levels of the vision procedure, where local and global knowledge is used to enhance the image information content, before a final decision about the image is taken.

https://doi.org/10.1007/978-94-011-2014-2_44