Review on Techniques for Plant Leaf Classification and Recognition
نویسندگان
چکیده
منابع مشابه
A Review on Plant Recognition and Classification Techniques Using Leaf Images
Automatic digital plant classification and retrieval can be achieved by extracting features from its leaves. There are various opportunities to improve plant species identification due to computerization through the designing of a convenient automatic plant recognition system. Many different approaches consist of some major parts. First, images of leaf are acquired with digital camera or scanne...
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This paper compares various algorithms that are used for plant classification based on leaf images are presented. The paper reviews the main computational, morphological and image processing methods that have been formulated in recent years. At the end, we conclude with the ongoing work in the present area and the other existing problems in the area. The automatic digital plant classification c...
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There are a lot of techniques relevant for the purpose automated leaf recognition for plant classification. Many algorithms have been introduced in the past decade and achieved good performance. Efforts have focused upon many other fields but properties of features have not been well investigated. A group of features is selected in advance but important feature properties are not well used to f...
متن کاملAdvanced Leaf Recognition based on Leaf Contour and Centroid for Plant Classification
In this paper, we propose advanced leaf recognition based on leaf contour and centroid for plant classification. Further, frequency domain data was used by performing Fast Fourier transform (FFT) in order to have advanced leaf recognition. Twenty leaf features were extracted for leaf recognition. To verify the validity of the approach, images of 1907 leaves were used to classify 32 kinds of pla...
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A leaf is an organ of vascular plant and is the principal lateral appendage of the stem. Each leaf has a set of features that differentiate it from the other leaves, such as margin and shape. This paper proposes a comparison of supervised plant leaves classification using different approaches, based on different representations of these leaves, and the chosen algorithm. Beginning with the repre...
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ژورنال
عنوان ژورنال: Computers
سال: 2019
ISSN: 2073-431X
DOI: 10.3390/computers8040077