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Deep learning for plant identification using vein morphological patterns
(Elsevier, 2016-09)
We propose using a deep convolutional neural network (CNN) for the problem of plant identification from leaf vein patterns. In particular, we consider classifying three different legume species: white bean, red bean and ...
Field manual of common wheat diseases and pests
(CIMMYT, 2014)
Fractal analysis of leaf-texture properties as a tool for taxonomic and identification purposes: a case study with species from Neotropical Melastomataceae (Miconieae tribe)
(Springer Wien, 2011-01-01)
Melastomataceae is a common and dominant family in Neotropical vegetation, with high species diversity which leads to a large variation in some morphological structures. Despite this, some species of Melastomataceae are ...
Plant species identification using shortest paths in graphs applied to color images of palisade parenchyma
(Elsevier B.V., 2017-05-01)
Aiming to identify plants, we propose to evaluate the color texture of the palisade parenchyma, from microscopic images of leaf cross-sections, using a graph based approach. Our texture analysis approach models the image ...
An integrated approach to identification and conservation of medicinal plants in the tropical forest - A Brazilian experience
(2005-08-01)
An integrated and interdisciplinary research programme with native medicinal plants from tropical forests has been performed in order to obtain new forest products for sustainable use in regional markets vis-à-vis ecosystem ...
An integrated approach to identification and conservation of medicinal plants in the tropical forest - A Brazilian experience
(2005-08-01)
An integrated and interdisciplinary research programme with native medicinal plants from tropical forests has been performed in order to obtain new forest products for sustainable use in regional markets vis-à-vis ecosystem ...
Complex identification of plants from leaves
(Springer, 2018)
Measuring and analyzing color and texture information in anatomical leaf cross sections: An approach using computer vision to aid plant species identification
(2011-07-01)
Currently, studies on leaf anatomy have provided an important source of characters helping taxonomic, systematic, and phylogenetic studies. These studies strongly rely on measurements of characters (such as tissue thickness) ...
Measuring and analyzing color and texture information in anatomical leaf cross sections: An approach using computer vision to aid plant species identification
(2011-07-01)
Currently, studies on leaf anatomy have provided an important source of characters helping taxonomic, systematic, and phylogenetic studies. These studies strongly rely on measurements of characters (such as tissue thickness) ...
PLANT LEAF IDENTIFICATION BASED ON VOLUMETRIC FRACTAL DIMENSION
(WORLD SCIENTIFIC PUBL CO PTE LTD, 2009)
Texture is an important visual attribute used to describe the pixel organization in an image. As well as it being easily identified by humans, its analysis process demands a high level of sophistication and computer ...