Automated Analysis of Leaf Shape, Texture, and Color Features for Plant Classification
نویسندگان
چکیده
منابع مشابه
Leaf Classification Using Shape, Color, and Texture Features
Several methods to identify plants have been proposed by several researchers. Commonly, the methods did not capture color information, because color was not recognized as an important aspect to the identification. In this research, shape and vein, color, and texture features were incorporated to classify a leaf. In this case, a neural network called Probabilistic Neural network (PNN) was used a...
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This article presents a novel method for classification of plants using their leaves. Most plant species have unique leaves which differ from each other by characteristics such as the shape, colour, texture and the margin. The method introduced in this study proposes to use two of these features: the shape and the texture. The shape-based method will extract the contour signature from every lea...
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We present a content-based image retrieval system for plant image retrieval, intended especially for the house plant identification problem. A plant image consists of a collection of overlapping leaves and possibly flowers, which makes the problem challenging. We studied the suitability of various wellknown color, shape and texture features for this problem, as well as introducing some new text...
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With the consolidation of the Internet as a medium for information interchange, several news agencies and educational organizations have allowed on-line access to their image and video collections in digital format. Therefore, a crucial task is to organize these large volumes of pictorial data, in order to extract relevant information. It is possible to address this problem by performing an aut...
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Plant classification becomes very much demanding research area for the use of taxonomist and botanist as well as in agricultural requirement. Using computerized techniques for performing these task is more effective. This research paper presents the classification of plants by using Feed forward Back Propagation Neural Network designed.This method performed in three steps first is leaf image pr...
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ژورنال
عنوان ژورنال: Traitement du Signal
سال: 2020
ISSN: 0765-0019,1958-5608
DOI: 10.18280/ts.370103