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On the Significance of Leaf Sides in Automatic Leaf-based Plant Species Identification
(IEEE, 2016-11)
Because the front side of a leaf and the underside are functionally very different – the former captures sunlight to produce photosynthesis and the latter absorbs carbon dioxide and releases oxygen and vapor – they typically ...
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 ...
Identifying plant species using architectural features in leaf microscopy images
(2016-01-01)
This work proposes an analytical method to identify plant species based on microscopy images of the midrib cross-section of leaves. Unlike previous shape-based approaches based on the individual shape of external contours ...
Identifying plant species using architectural features in leaf microscopy images
(National Research Council of Canada, 2016-01)
This work proposes an analytical method to identify plant species based on microscopy images of the midrib cross-section of leaves. Unlike previous shape-based approaches based on the individual shape of external contours ...
Automatic Leaf Epidermis Assessment Using Fourier Descriptors in Texture Images
(Bio-protocol, 2017-12-05)
The identification of plant species is not a trivial task, since it is carried out by experts and depends on the presence of fruits, flowers and leaves. However, fruits and flowers are not available throughout the year, ...
Identification of foliar diseases in cotton crop
(2012-02-13)
The pathogens manifestation in plantations are the largest cause of damage in several cultivars, which may cause increase of prices and loss of crop quality. This paper presents a method for automatic classification of ...
Identification of foliar diseases in cotton crop
(2012-02-13)
The pathogens manifestation in plantations are the largest cause of damage in several cultivars, which may cause increase of prices and loss of crop quality. This paper presents a method for automatic classification of ...
Complex identification of plants from leaves
(Springer, 2018)
The XyloTron: Flexible, Open-Source, Image-Based Macroscopic Field Identification of Wood Products
(Frontiers Media Sa, 2020-07-10)
Forests, estimated to contain two thirds of the world's biodiversity, face existential threats due to illegal logging and land conversion. Efforts to combat illegal logging and to support sustainable value chains are ...