Identification and Classification of Medicinal Plants Images
ثبت نشده
چکیده
In the previous chapter, we have presented the method for feature extraction of medicinal plants images of reasonably grown plants and their parts, leaves using geometrical shape and texture features. Using these features it is necessary to identify and classify the medicinal plants. In this chapter, we have presented classification of the medicinal plants through the developed features. Identification and comparative analysis of performance of classifiers using color, shape and texture features is presented in this chapter.
منابع مشابه
On the use of Textural Features and Neural Networks for Leaf Recognition
for recognizing various types of plants, so automatic image recognition algorithms can extract to classify plant species and apply these features. Fast and accurate recognition of plants can have a significant impact on biodiversity management and increasing the effectiveness of the studies in this regard. These automatic methods have involved the development of recognition techniques and digi...
متن کاملA Combined Color, Texture and Edge Features Based Approach for Identification and Classification of Indian Medicinal Plants
This paper presents a method for identification and classification of images of medicinal plants such as herbs, shrubs and trees based on color and texture feature using SVM and neural network classifier. The tribal people in India classify plants according to their medicinal values. In the system of medicine called Ayurveda, identification of medicinal plants is considered an important activit...
متن کاملIdentification of Houseplants Using Neuro-vision Based Multi-stage Classification System
In this paper, we present a machine vision system that was developed on the basis of neural networks to identify twelve houseplants. Image processing system was used to extract 41 features of color, texture and shape from the images taken from front and back of the leaves. The features were fed into the neural network system as the recognition criteria and inputs. Multilayer perceptron (MLP) ne...
متن کاملCollection and identification of medicinal plants used by the indigenous people of Mobarakeh (Isfahan), southwestern Iran
Background & Aim: Knowledge of the traditional application of plants is declining faster than the plants themselves; this study was conducted to record and store the local knowledge and cultural outcomes for using the medicinal plants in treating diseases in Mobarakeh region, Isfahan, Iran. Experimental: This study has done based on applying the desert survey, information of local people, and ...
متن کاملCollection and identification of medicinal plants used by the indigenous people of Mobarakeh (Isfahan), southwestern Iran
Background & Aim: Knowledge of the traditional application of plants is declining faster than the plants themselves; this study was conducted to record and store the local knowledge and cultural outcomes for using the medicinal plants in treating diseases in Mobarakeh region, Isfahan, Iran. Experimental: This study has done based on applying the desert survey, information of local people, and ...
متن کامل