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Statements

Subject Item
n2:RIV%2F00216208%3A11410%2F13%3A10139930%21RIV14-MSM-11410___
rdf:type
n6:Vysledek skos:Concept
rdfs:seeAlso
http://dx.doi.org/10.1016/j.biosystemseng.2013.04.007
dcterms:description
A system for recognition of woody species in Central Europe according to the images of their leaves is described. Our own data set, which includes 151 species at this moment, with at least 50 leaves per species was used. After segmentation, the contour of the leaf was traced. Fourier descriptors normalised to translation, rotation, scaling and starting point of the boundary, were used. The size of the leaf, if known, was used as a separate feature. The nearest neighbour classifier was used. The algorithm is available through a web application. A system for recognition of woody species in Central Europe according to the images of their leaves is described. Our own data set, which includes 151 species at this moment, with at least 50 leaves per species was used. After segmentation, the contour of the leaf was traced. Fourier descriptors normalised to translation, rotation, scaling and starting point of the boundary, were used. The size of the leaf, if known, was used as a separate feature. The nearest neighbour classifier was used. The algorithm is available through a web application.
dcterms:title
Leaf recognition of woody species in Central Europe Leaf recognition of woody species in Central Europe
skos:prefLabel
Leaf recognition of woody species in Central Europe Leaf recognition of woody species in Central Europe
skos:notation
RIV/00216208:11410/13:10139930!RIV14-MSM-11410___
n6:predkladatel
n17:orjk%3A11410
n3:aktivita
n11:I n11:S n11:P
n3:aktivity
I, P(GAP103/11/1552), S
n3:cisloPeriodika
4
n3:dodaniDat
n5:2014
n3:domaciTvurceVysledku
n13:7130457
n3:druhVysledku
n9:J
n3:duvernostUdaju
n4:S
n3:entitaPredkladatele
n16:predkladatel
n3:idSjednocenehoVysledku
84497
n3:idVysledku
RIV/00216208:11410/13:10139930
n3:jazykVysledku
n15:eng
n3:klicovaSlova
shape; classification; image recognition
n3:klicoveSlovo
n10:classification n10:image%20recognition n10:shape
n3:kodStatuVydavatele
GB - Spojené království Velké Británie a Severního Irska
n3:kontrolniKodProRIV
[B22BFFFFE673]
n3:nazevZdroje
Biosystems Engineering
n3:obor
n14:BD
n3:pocetDomacichTvurcuVysledku
1
n3:pocetTvurcuVysledku
2
n3:projekt
n20:GAP103%2F11%2F1552
n3:rokUplatneniVysledku
n5:2013
n3:svazekPeriodika
115
n3:tvurceVysledku
Suk, Tomáš Novotný, Petr
n3:wos
000322095000008
s:issn
1537-5110
s:numberOfPages
9
n21:doi
10.1016/j.biosystemseng.2013.04.007
n19:organizacniJednotka
11410