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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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B.M.AZHARUDDIN,R.REVATHY,K. SRINIVASAN,T. DEVIBALA,P. HARISH
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Keywords
plants , bio-fuel, Plectranthus, Bauhinia tomentosa, Sobel operator, Navie Bayes, Multi Layer Perceptron, J48
Abstract
Plants assume a vital part in our condition. Without plants there will be no presence of the world's biology. Be that as it may, as of late, numerous kinds of plants are at the danger of termination. There are an immense number of plant species around the world. It is likewise important to indentify the plants for their usage in restorative properties and utilizing them as wellsprings of elective vitality sources like bio-fuel. There are a few approaches to perceive a plant, similar to blossom, root, leaf, organic product and so forth. Watching the leaf of a tree or bush is an amazing method to decide the species. Qualities, for example, shape, size, surface and how the leaf is orchestrated can help recognize the kind of plant when natural product has not yet framed. Leaf include extraction on organic product leaf picture is as yet being an issue on programmed plant leaf recognizable proof. In this investigation three diverse leave species to be specific Plectranthus, Scared fig and Bauhinia tomentosa are tested by utilizing picture handling calculations. The plant leaves are procured by advanced camera. The procured pictures are improved by applying middle channel at that point changed over to parallel picture. In the twofold picture edges are recognized utilizing Sobel operator and further the distinguished edges are diminished. Leaf highlights, for example, height, width, centroid, region, border, equli-separation and roundness are ascertained. The last stage is to perceive the leaves highlight utilizing Classifiers. The three classifiers from WEKA apparatus in particular Navie Bayes, Multi Layer Perceptron and J48 are connected. The examination reports 90.32% exactness for characterization under J48.
IJCRT's Publication Details
Unique Identification Number - IJCRT1803060
Paper ID - 184384
Author type - Indian Author
Page Number(s) - 1170-1175
Pubished in - Volume 6 | Issue 1 | March 2018
DOI (Digital Object Identifier) - http://doi.one/10.1729/IJCRT.17420
No Of Downloads - 1128
Author Country - 636001, INDIA, SALEM, SALEM, INDIA, Science & Technology
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
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B.M.AZHARUDDIN,R.REVATHY,K. SRINIVASAN,T. DEVIBALA,P. HARISH, "LEAF FEATURE EXTRACTION AND RECOGNITION", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.6, Issue 1, pp.1170-1175, March 2018, Available at :http://www.ijcrt.org/papers/IJCRT1803060.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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