Automated plant leaf recognition using metrics based approach
- Author Rupinder kaur
- Co-Author Munish Kumar, Naresh Kumar Garg
- DOI
- Country : India
- Subject : CSE
Keywords : Major axis, Minor axis, morphological features.
Abstract
Plants are most important component for any life cycle. They contributes to the natural habitat is uncountable ways. Different types of plants contribute in different way. Automatic plant recognition of leaf is the current research issue. In current research automatic plant recognition based on metrics based approach is used. The inputted image of the plant leaf is subdivided into small cluster stored into metrics. Various features like average intensity, centroid, major axis length, minor axis length, solidity etc. are extracted from the image metrics. First dataset of different types of leaves belongs to the different plants of different categories are prepared. Each plant leaf taken from the database will be converted to small pixel clusters stored into metrics and will matched on the basis of various features like solidity, major axis etc. The result accuracy is about 96%. The result has been enhanced on the basis of increase in true positive and reduction in false negative.
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