Automatic plant classification through leaf is a classical problem in Computer Vision. Plants challenging due to the introduction of new species with similar pattern and look-a-like. Many efforts are made automate using leaf, flower, bark, or stem. After much effort, it has been proven that most reliable source for classification. But identify help structure because shows similarity morphologic...

Indian agriculture is striving to achieve sustainable intensification, the system aiming increase agricultural yield per unit area without harming natural resources and ecosystem. Modern farming employs technology improve productivity. Early accurate analysis diagnosis of plant disease very helpful in reducing diseases improving health food crop Plant experts are not available remote areas thus...

Manual methods to examine leaf for plant classification can be tedious, therefore, automation is desired. Existing try distinctive approaches accomplish this task. Nowadays, Convolution Neural Networks (CNN) are widely used such application which achieves higher accuracy. However, CNN's computationally expensive and require extensive dataset training. Other existing far less resource but they a...

A method using Zernike Moments (ZM) and Histogram of Oriented Gradients (HOG) for classification and recognition of plant leaf images is proposed in this paper. After preprocessing, we compute the shape features of a leaf using Zernike Moments (ZM) and texture features using Histogram of Oriented Gradients (HOG) and then Support Vector Machine (SVM) classifier is used for plant leaf image class...

A method using Zernike Moments and Histogram of Oriented Gradients for classification of plant leaf images is proposed in this paper. After preprocessing, we compute the shape features of a leaf using Zernike Moments and texture features using Histogram of Oriented Gradients and then the Support Vector Machine classifier is used for plant leaf image classification and recognition. Experimental ...

Plant has plenty use in foodstuff, medicine and industry, and is also vitally important for environmental protection. So, it is important and urgent to recognize and classify plant species. Plant classification based on leaf images is a basic research of botanical area and agricultural production. Due to the high nature complexity and high dimensionality of leaf image data, dimensional reductio...

.......................................................................................................................................... 1 Acknowledgements ......................................................................................................................... 2 Introduction .........................................................................................................